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Wu Z, Min C, Cao W, Xue F, Wu X, Yang Y, Yang J, Niu X, Gong J. SurvDB: Systematic Identification of Potential Prognostic Biomarkers in 33 Cancer Types. Int J Mol Sci 2025; 26:2806. [PMID: 40141449 PMCID: PMC11942654 DOI: 10.3390/ijms26062806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2025] [Revised: 03/16/2025] [Accepted: 03/17/2025] [Indexed: 03/28/2025] Open
Abstract
The identification of cancer prognostic biomarkers is crucial for predicting disease progression, optimizing personalized therapies, and improving patient survival. Molecular biomarkers are increasingly being identified for cancer prognosis estimation. However, existing studies and databases often focus on single-type molecular biomarkers, deficient in comprehensive multi-omics data integration, which constrains the comprehensive exploration of biomarkers and underlying mechanisms. To fill this gap, we conducted a systematic prognostic analysis using over 10,000 samples across 33 cancer types from The Cancer Genome Atlas (TCGA). Our study integrated nine types of molecular biomarker-related data: single-nucleotide polymorphism (SNP), copy number variation (CNV), alternative splicing (AS), alternative polyadenylation (APA), coding gene expression, DNA methylation, lncRNA expression, miRNA expression, and protein expression. Using log-rank tests, univariate Cox regression (uni-Cox), and multivariate Cox regression (multi-Cox), we evaluated potential biomarkers associated with four clinical outcome endpoints: overall survival (OS), disease-specific survival (DSS), disease-free interval (DFI), and progression-free interval (PFI). As a result, we identified 4,498,523 molecular biomarkers significantly associated with cancer prognosis. Finally, we developed SurvDB, an interactive online database for data retrieval, visualization, and download, providing a comprehensive resource for biomarker discovery and precision oncology research.
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Affiliation(s)
- Zejun Wu
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430074, China; (Z.W.); (C.M.); (X.N.)
| | - Congcong Min
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430074, China; (Z.W.); (C.M.); (X.N.)
| | - Wen Cao
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430074, China; (Z.W.); (C.M.); (X.N.)
| | - Feiyang Xue
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430074, China; (Z.W.); (C.M.); (X.N.)
| | - Xiaohong Wu
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430074, China; (Z.W.); (C.M.); (X.N.)
| | - Yanbo Yang
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430074, China; (Z.W.); (C.M.); (X.N.)
| | - Jianye Yang
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430074, China; (Z.W.); (C.M.); (X.N.)
| | - Xiaohui Niu
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430074, China; (Z.W.); (C.M.); (X.N.)
| | - Jing Gong
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430074, China; (Z.W.); (C.M.); (X.N.)
- College of Biomedicine and Health, Huazhong Agricultural University, Wuhan 430070, China
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Petrella F, Danuzzo F, Sibilia MC, Vaquer S, Longarini R, Guidi A, Raveglia F, Libretti L, Pirondini E, Cara A, Cassina EM, Tuoro A, Cortinovis D. Colorectal Cancer Pulmonary Metastasectomy: When, Why and How. Cancers (Basel) 2024; 16:1408. [PMID: 38611086 PMCID: PMC11010871 DOI: 10.3390/cancers16071408] [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: 03/14/2024] [Revised: 03/29/2024] [Accepted: 04/02/2024] [Indexed: 04/14/2024] Open
Abstract
Colorectal cancer is the third-most-diagnosed cancer in males and in females, representing 8% of estimated new cases, and the third cause of cancer-related death in both sexes, accounting for 9% of cancer deaths in men and 8% in women. About 20% of patients diagnosed with CRC present metastatic disease. Although lung metachronous or synchronous metastatic spread without other involved sites has been reported in only a small proportion of patients, considering that this tumor is frequently diagnosed, the clinical approach to CRC pulmonary metastases represents a major issue for thoracic surgeons and CRC oncologists. Among patients diagnosed with pulmonary metastases from CRC, about 9-12% are eligible for local treatments with radical intent, including surgical resection, SBRT (stereotactic body radiation therapy) and ablation therapy. Due to the lack of randomized controlled trials among different local strategies, there is no definitive evidence about the optimal approach, although surgical resection is considered the most effective therapeutic option in this clinical scenario. Oncological achievement of primary radical resection, the biology of primary tumor and metastatic sites, disease free interval and or progression free survival are independent prognostic factors which make it possible to define a cohort of patients which might significantly benefit from pulmonary metastasectomy.
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Affiliation(s)
- Francesco Petrella
- Division of Thoracic Surgery, Fondazione IRCCS San Gerardo dei Tintori, Via GB Pergolesi 33, 20900 Monza, Italy; (F.D.); (M.C.S.); (S.V.); (L.L.); (E.P.); (A.C.); (E.M.C.); (A.T.)
| | - Federica Danuzzo
- Division of Thoracic Surgery, Fondazione IRCCS San Gerardo dei Tintori, Via GB Pergolesi 33, 20900 Monza, Italy; (F.D.); (M.C.S.); (S.V.); (L.L.); (E.P.); (A.C.); (E.M.C.); (A.T.)
| | - Maria Chiara Sibilia
- Division of Thoracic Surgery, Fondazione IRCCS San Gerardo dei Tintori, Via GB Pergolesi 33, 20900 Monza, Italy; (F.D.); (M.C.S.); (S.V.); (L.L.); (E.P.); (A.C.); (E.M.C.); (A.T.)
| | - Sara Vaquer
- Division of Thoracic Surgery, Fondazione IRCCS San Gerardo dei Tintori, Via GB Pergolesi 33, 20900 Monza, Italy; (F.D.); (M.C.S.); (S.V.); (L.L.); (E.P.); (A.C.); (E.M.C.); (A.T.)
| | - Raffaella Longarini
- Division of Medical Oncology, Fondazione IRCCS San Gerardo dei Tintori, Via GB Pergolesi 33, 20900 Monza, Italy; (R.L.); or (D.C.)
| | - Alessandro Guidi
- Division of Medical Oncology, Fondazione IRCCS San Gerardo dei Tintori, Via GB Pergolesi 33, 20900 Monza, Italy; (R.L.); or (D.C.)
| | - Federico Raveglia
- Division of Thoracic Surgery, Fondazione IRCCS San Gerardo dei Tintori, Via GB Pergolesi 33, 20900 Monza, Italy; (F.D.); (M.C.S.); (S.V.); (L.L.); (E.P.); (A.C.); (E.M.C.); (A.T.)
| | - Lidia Libretti
- Division of Thoracic Surgery, Fondazione IRCCS San Gerardo dei Tintori, Via GB Pergolesi 33, 20900 Monza, Italy; (F.D.); (M.C.S.); (S.V.); (L.L.); (E.P.); (A.C.); (E.M.C.); (A.T.)
| | - Emanuele Pirondini
- Division of Thoracic Surgery, Fondazione IRCCS San Gerardo dei Tintori, Via GB Pergolesi 33, 20900 Monza, Italy; (F.D.); (M.C.S.); (S.V.); (L.L.); (E.P.); (A.C.); (E.M.C.); (A.T.)
| | - Andrea Cara
- Division of Thoracic Surgery, Fondazione IRCCS San Gerardo dei Tintori, Via GB Pergolesi 33, 20900 Monza, Italy; (F.D.); (M.C.S.); (S.V.); (L.L.); (E.P.); (A.C.); (E.M.C.); (A.T.)
| | - Enrico Mario Cassina
- Division of Thoracic Surgery, Fondazione IRCCS San Gerardo dei Tintori, Via GB Pergolesi 33, 20900 Monza, Italy; (F.D.); (M.C.S.); (S.V.); (L.L.); (E.P.); (A.C.); (E.M.C.); (A.T.)
| | - Antonio Tuoro
- Division of Thoracic Surgery, Fondazione IRCCS San Gerardo dei Tintori, Via GB Pergolesi 33, 20900 Monza, Italy; (F.D.); (M.C.S.); (S.V.); (L.L.); (E.P.); (A.C.); (E.M.C.); (A.T.)
| | - Diego Cortinovis
- Division of Medical Oncology, Fondazione IRCCS San Gerardo dei Tintori, Via GB Pergolesi 33, 20900 Monza, Italy; (R.L.); or (D.C.)
- School of Medicine and Surgery, University of Milano Bicocca, 20126 Milan, Italy
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3
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Deboever N, Bayley EM, Eisenberg MA, Hofstetter WL, Mehran RJ, Rice DC, Rajaram R, Roth JA, Sepesi B, Swisher SG, Vaporciyan AA, Walsh GL, Bednarski BK, Morris VK, Antonoff MB. Lung surveillance following colorectal cancer pulmonary metastasectomy: Utilization of clinicopathologic risk factors to guide strategy. J Thorac Cardiovasc Surg 2024; 167:814-819.e2. [PMID: 37495170 DOI: 10.1016/j.jtcvs.2023.07.017] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 07/03/2023] [Accepted: 07/08/2023] [Indexed: 07/28/2023]
Abstract
BACKGROUND Appropriately selected patients clearly benefit from resection of colorectal cancer (CRC) pulmonary metastases (PMs). However, there remains equipoise surrounding optimal chest surveillance strategies following pulmonary metastasectomy. We aimed to identify risk factors that may inform chest surveillance in this population. METHODS Patients who underwent CRC pulmonary metastasectomy were identified from a single institution's prospectively maintained surgical database. Clinicopathologic and genomic characteristics were collected. Patients were stratified by diagnosis of subsequent PM within 6 months of the index lung resection. Multivariate modeling was used to evaluate risk factors. RESULTS A total of 197 patients met the study's inclusion criteria, of whom 52.3% (n = 103) developed subsequent PM, at a median of 9.51 months following the index metastasectomy. Patients with KRAS alterations (odds ratio [OR], 3.073; 95% confidence interval [CI], 1.363-6.926; P = .007), TP53 alterations (OR, 3.109; 95% CI, 1.318-7.341; P = .010) were found to be at risk of PM diagnosis within 6 months of the index metastasectomy, while those with an APC alteration (OR, .218; 95% CI, 0.080-0.598; P = .003) were protected. Moreover, patients who received systemic therapy within 3 months of the initial PM diagnosis also were more likely to develop early lung recurrence (OR, 2.105; 95% CI, 0.971-4.563; P = .059). CONCLUSIONS Patients with KRAS alterations, TP53 alterations, and no APC alterations developed early recurrence in the lung following pulmonary metastasectomy, as did those who received chemotherapy after their initial PM diagnosis. As such, these groups benefit from early lung imaging after metastasectomy, as chest surveillance protocols should be based on patient-centered clinicopathologic and genomic risk factors.
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Affiliation(s)
- Nathaniel Deboever
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Erin M Bayley
- Department of General Surgery, Baylor University, Houston, Tex
| | - Michael A Eisenberg
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Wayne L Hofstetter
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Reza J Mehran
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - David C Rice
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Ravi Rajaram
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Jack A Roth
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Stephen G Swisher
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Ara A Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Garrett L Walsh
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Brian K Bednarski
- Department of Colon and Rectal Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Van K Morris
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Mara B Antonoff
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex.
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4
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Deboever N, Bayley EM, Eisenberg MA, Hofstetter WL, Mehran RJ, Rice DC, Rajaram R, Roth JA, Sepesi B, Swisher SG, Vaporciyan AA, Walsh GL, Bednarski BK, Morris VK, Antonoff MB. Do resected colorectal cancer patients need early chest imaging? Impact of clinicopathologic characteristics on time to development of pulmonary metastases. J Surg Oncol 2024; 129:331-337. [PMID: 37876311 DOI: 10.1002/jso.27490] [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: 05/31/2023] [Revised: 09/24/2023] [Accepted: 10/03/2023] [Indexed: 10/26/2023]
Abstract
BACKGROUND AND OBJECTIVES For patients with colorectal cancer (CRC), the lung is the most common extra-abdominal site of distant metastasis. However, practices for chest imaging after colorectal resection vary widely. We aimed to identify characteristics that may indicate a need for early follow-up imaging. METHODS We retrospectively reviewed charts of patients who underwent CRC resection, collecting clinicopathologic details and oncologic outcomes. Patients were grouped by timing of pulmonary metastases (PM) development. Analyses were performed to investigate odds ratio (OR) of PM diagnosis within 3 months of CRC resection. RESULTS Of 1600 patients with resected CRC, 233 (14.6%) developed PM, at a median of 15.4 months following CRC resection. Univariable analyses revealed age, receipt of systemic therapy, lymph node ratio (LNR), lymphovascular and perineural invasion, and KRAS mutation as risk factors for PM. Furthermore, multivariable regression showed neoadjuvant therapy (OR: 2.99, p < 0.001), adjuvant therapy (OR: 6.28, p < 0.001), LNR (OR: 28.91, p < 0.001), and KRAS alteration (OR: 5.19, p < 0.001) to predict PM within 3 months post-resection. CONCLUSIONS We identified clinicopathologic characteristics that predict development of PM within 3 months after primary CRC resection. Early surveillance in such patients should be emphasized to ensure timely identification and treatment of PM.
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Affiliation(s)
- Nathaniel Deboever
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Erin M Bayley
- Department of General Surgery, Baylor University, Houston, Texas, USA
| | - Michael A Eisenberg
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Wayne L Hofstetter
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Reza J Mehran
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - David C Rice
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ravi Rajaram
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jack A Roth
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Stephen G Swisher
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ara A Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Garrett L Walsh
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Brian K Bednarski
- Department of Colon and Rectal Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Van K Morris
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Mara B Antonoff
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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van Dorp M, Wolfhagen N, Torensma B, Dickhoff C, Kazemier G, Heineman DJ, Schreurs WH. Pulmonary metastasectomy and repeat metastasectomy for colorectal pulmonary metastases: outcomes from the Dutch Lung Cancer Audit for Surgery. BJS Open 2023; 7:7153159. [PMID: 37146204 PMCID: PMC10162679 DOI: 10.1093/bjsopen/zrad009] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 01/06/2023] [Accepted: 01/06/2023] [Indexed: 05/07/2023] Open
Abstract
BACKGROUND Surgical resection of recurrent pulmonary metastases in patients with colorectal cancer is an established treatment option; however, the evidence for repeat resection is limited. The aim of this study was to analyse long-term outcomes from the Dutch Lung Cancer Audit for Surgery. METHODS Data from the mandatory Dutch Lung Cancer Audit for Surgery were used to analyse all patients after metastasectomy or repeat metastasectomy for colorectal pulmonary metastases from January 2012 to December 2019 in the Netherlands. Kaplan-Meier survival analysis was performed to determine the difference in survival. Multivariable Cox regression analyses were performed to identify predictors of survival. RESULTS A total of 1237 patients met the inclusion criteria, of which 127 patients underwent repeat metastasectomy. Five-year overall survival was 53 per cent after pulmonary metastasectomy for colorectal pulmonary metastases and 52 per cent after repeat metastasectomy (P = 0.852). The median follow-up was 42 (range 0-285) months. More patients experienced postoperative complications after repeat metastasectomy compared with the first metastasectomy (18.1 per cent versus 11.6 per cent respectively; P = 0.033). Eastern Cooperative Oncology Group performance status greater than or equal to 1 (HR 1.33, 95 per cent c.i. 1.08 to 1.65; P = 0.008), multiple metastases (HR 1.30, 95 per cent c.i. 1.01 to 1.67; P = 0.038), and bilateral metastases (HR 1.50, 95 per cent c.i. 1.01 to 2.22; P = 0.045) were prognostic factors on multivariable analysis for pulmonary metastasectomy. Diffusing capacity of the lungs for carbon monoxide less than 80 per cent (HR 1.04, 95 per cent c.i. 1.01 to 1.06; P = 0.004) was the only prognostic factor on multivariable analysis for repeat metastasectomy. CONCLUSION This study demonstrates that patients with colorectal pulmonary metastases have comparable median and 5-year overall survival rates after primary or recurrent pulmonary metastasectomy. However, repeat metastasectomy has a higher risk of postoperative complications.
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Affiliation(s)
- Martijn van Dorp
- Department of Cardiothoracic Surgery, Amsterdam University Medical Centre, Amsterdam, The Netherlands
| | | | - Bart Torensma
- Department of Anaesthesiology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Chris Dickhoff
- Department of Cardiothoracic Surgery, Amsterdam University Medical Centre, Amsterdam, The Netherlands
| | - Geert Kazemier
- Department of Surgery, Amsterdam University Medical Centre, Amsterdam, The Netherlands
| | - David J Heineman
- Department of Cardiothoracic Surgery, Amsterdam University Medical Centre, Amsterdam, The Netherlands
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Gkikas A, Kakos C, Lampridis S, Godolphin PJ, Patrini D. Preoperative prognostic factors for 5-year survival following pulmonary metastasectomy from colorectal cancer: a systematic review and meta-analysis. Eur J Cardiothorac Surg 2023; 63:ezad059. [PMID: 36806915 DOI: 10.1093/ejcts/ezad059] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 01/05/2023] [Accepted: 02/19/2023] [Indexed: 02/23/2023] Open
Abstract
OBJECTIVES We seek to identify preoperative prognostic factors and measure their effect on 5-year survival following pulmonary metastasectomy (PM) for Colorectal Cancer (CRC). METHODS We systematically reviewed the databases of Cochrane Library, MEDLINE, Embase and Google Scholar from January 2000 to April 2021 to identify preoperative factors that have been investigated for their prognostic effect on survival following PM. Quality assessment was performed using the QUIPS tool. The prognostic effect of each identified factor on 5-year survival post-PM was estimated using random-effects meta-analyses. RESULTS We identified 115 eligible articles which included 13 294 patients who underwent PM from CRC. The overall 5-year survival after resection of the lung metastasis was 54.1%. The risk of bias of the included studies was at least moderate in 93% (107/115). Seventy-seven preoperative factors had been investigated for their prognostic effect. Our analysis showed that 11 factors had favourable and statistically significant prognostic effect on 5-year survival post-PM. These included solitary metastasis, size <2 cm, unilateral location, N0 thoracic disease, no history of extra-thoracic or liver metastasis, normal carcinoembryonic antigen levels both before PM and CRC excision, no neo-adjuvant chemotherapy before PM, CRC T-stage < T4 and no p53 mutations on CRC. Disease-free interval at 24 months did not appear to affect 5-year survival. CONCLUSIONS Despite the considerable risk of bias in the literature, our study consolidates the available evidence on preoperative prognostic factors for PM from CRC. These findings can complement both clinical practice and the design of future research on the field of PM.
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Affiliation(s)
- Andreas Gkikas
- Department of General Surgery, Hillingdon Hospital, The Hillingdon Hospitals NHS Foundation Trust, London, UK
- MRC Clinical Trials Unit at UCL, Institute of Clinical Trials and Methodology, University College London, London, UK
| | - Christos Kakos
- Department of General Surgery, Royal Victoria Hospital, Belfast, UK
| | - Savvas Lampridis
- Department of Thoracic Surgery, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Peter J Godolphin
- MRC Clinical Trials Unit at UCL, Institute of Clinical Trials and Methodology, University College London, London, UK
| | - Davide Patrini
- Department of Thoracic Surgery, University College London Hospitals, London, UK
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7
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Chiappetta M, Salvatore L, Congedo MT, Bensi M, De Luca V, Petracca Ciavarella L, Camarda F, Evangelista J, Valentini V, Tortora G, Margaritora S, Lococo F. Management of single pulmonary metastases from colorectal cancer: State of the art. World J Gastrointest Oncol 2022; 14:820-832. [PMID: 35582100 PMCID: PMC9048528 DOI: 10.4251/wjgo.v14.i4.820] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 05/26/2021] [Accepted: 03/04/2022] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancer (CRC) is one of the most common causes of death from cancer. Lung seeding occurs in approximately 10% of patients surgically treated for primary CRC with radical intent: the lung is the most common site of metastases after the liver. While surgical treatment of liver metastases is widely accepted to affect long-term outcomes, more controversial and not standardized is the therapy for CRC patients developing lung metastases. Experience suggests the potential curative role of pulmonary metastasectomy, especially in oligometastatic disease. However, the optimal strategy of care and the definition of prognostic factors after treatment still need to be defined. This review focused on the uncommon scenario of single pulmonary metastases from CRC. We explored pertinent literature and provide an overview of the epidemiology, clinical characteristics and imaging of single pulmonary metastases from CRC. Additionally, we identified the best available evidence for overall management. In particular, we analyzed the role and results of locoregional approaches (surgery, radiotherapy or ablative procedures) and their integration with systemic therapy.
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Affiliation(s)
- Marco Chiappetta
- Department of Thoracic Surgery, Fondazione Policlinico Universitario Agostino Gemelli IRCCS - Università Cattolica del Sacro Cuore, Rome 00168, Italy
| | - Lisa Salvatore
- Oncologia Medica Comprehensive Cancer Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS - Università Cattolica del Sacro Cuore, Rome 00168, Italy
| | - Maria Teresa Congedo
- Department of Thoracic Surgery, Fondazione Policlinico Universitario Agostino Gemelli IRCCS - Università Cattolica del Sacro Cuore, Rome 00168, Italy
| | - Maria Bensi
- Oncologia Medica Comprehensive Cancer Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS - Università Cattolica del Sacro Cuore, Rome 00168, Italy
| | - Viola De Luca
- Department of Radiation Therapy, Fondazione Policlinico Universitario Agostino Gemelli IRCCS - Università Cattolica del Sacro Cuore, Rome 00168, Italy
| | - Leonardo Petracca Ciavarella
- Department of Thoracic Surgery, Fondazione Policlinico Universitario Agostino Gemelli IRCCS - Università Cattolica del Sacro Cuore, Rome 00168, Italy
| | - Floriana Camarda
- Oncologia Medica Comprehensive Cancer Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS - Università Cattolica del Sacro Cuore, Rome 00168, Italy
| | - Jessica Evangelista
- Department of Thoracic Surgery, Fondazione Policlinico Universitario Agostino Gemelli IRCCS - Università Cattolica del Sacro Cuore, Rome 00168, Italy
| | - Vincenzo Valentini
- Department of Radiation Therapy, Fondazione Policlinico Universitario Agostino Gemelli IRCCS - Università Cattolica del Sacro Cuore, Rome 00168, Italy
| | - Giampaolo Tortora
- Oncologia Medica Comprehensive Cancer Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS - Università Cattolica del Sacro Cuore, Rome 00168, Italy
| | - Stefano Margaritora
- Department of Thoracic Surgery, Fondazione Policlinico Universitario Agostino Gemelli IRCCS - Università Cattolica del Sacro Cuore, Rome 00168, Italy
| | - Filippo Lococo
- Department of Thoracic Surgery, Fondazione Policlinico Universitario Agostino Gemelli IRCCS - Università Cattolica del Sacro Cuore, Rome 00168, Italy
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8
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Sakai N, Hayano K, Mishima T, Furukawa K, Takayashiki T, Kuboki S, Takano S, Kawasaki Y, Matsubara H, Ohtsuka M. Fat signal fraction assessed with MRI predicts hepatic recurrence following hepatic resection for colorectal liver metastases. Langenbecks Arch Surg 2022; 407:1981-1989. [PMID: 35362752 DOI: 10.1007/s00423-022-02482-z] [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: 10/04/2021] [Accepted: 02/20/2022] [Indexed: 12/24/2022]
Abstract
PURPOSE The effect of hepatic steatosis on the development of colorectal liver metastases (CRLM) remains unknown. This study evaluated the usefulness of fat signal fraction assessed with magnetic resonance imaging (MRI) and the effect of hepatic steatosis on hepatic recurrences following initial hepatectomy for CRLM. METHODS Between January 2013 and December 2019, 64 patients underwent initial hepatectomy for CRLM. The medical records of these patients were reviewed to evaluate the recurrence and survival outcomes. RESULTS The fat signal fraction was positively correlated with the nonalcoholic fatty liver disease activity score and liver-spleen ratio. Recurrence following the initial hepatectomy was observed in 48/64 patients, and hepatic recurrence was observed in 30/64 patients. The fat signal fraction was significantly higher in patients with hepatic recurrence after initial hepatectomy. The hepatic recurrence rate was 69.2% in patients with fat signal fraction ≥ 0.0258, which was significantly higher than that in patients with fat signal fraction < 0.0258. Hepatic recurrence-free survival rate was significantly higher in patients with fat signal fraction < 0.0258 than in those with fat signal fraction ≥ 0.0258. Multivariate analyses revealed that fat signal fraction ≥ 0.0258 was an independent risk factor for hepatic recurrence. CONCLUSION The fat signal fraction assessed with MRI was significantly associated with hepatic recurrence following initial hepatectomy for CRLM.
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Affiliation(s)
- Nozomu Sakai
- Department of General Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Koichi Hayano
- Department of Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Takashi Mishima
- Department of General Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Katsunori Furukawa
- Department of General Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Tsukasa Takayashiki
- Department of General Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Satoshi Kuboki
- Department of General Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Shigetsugu Takano
- Department of General Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Yohei Kawasaki
- Faculty of Nursing, Japanese Red Cross College of Nursing, Tokyo, Japan
| | - Hisahiro Matsubara
- Department of Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Masayuki Ohtsuka
- Department of General Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan.
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9
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Gössling GCL, Chedid MF, Pereira FS, da Silva RK, Andrade LB, Peruzzo N, Saueressig MG, Schwartsmann G, Parikh AR. Outcomes and Prognostic Factors of Patients with Metastatic Colorectal Cancer Who Underwent Pulmonary Metastasectomy with Curative Intent: A Brazilian Experience. Oncologist 2021; 26:e1581-e1588. [PMID: 33896091 PMCID: PMC8417851 DOI: 10.1002/onco.13802] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Accepted: 01/15/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND We aimed to identify clinicopathological and molecular features associated with progression-free survival (PFS) and overall survival (OS) after pulmonary metastasectomy for metastatic colorectal cancer in a retrospective cohort in Brazil. MATERIALS AND METHODS We did a retrospective review of thoracic surgeries performed in a single large academic hospital in Brazil from January 1985 to September 2019. Demographics, previously described prognostic factors, and clinicopathological and molecular characteristics were abstracted. Univariate Cox regression was performed for each variable, and, when significant, data were dichotomized to provide clinically meaningful thresholds. RESULTS Records from 698 patients were reviewed. Fifty-eight patients underwent pulmonary metastasectomy with curative intent. Of those, 53.4% had a single metastatic lesion. The median size of the largest lesion was 1.5 cm. Results of RAS, RAF, and mismatch repair testing and of cytokeratin 20 (CK20) and CDX2 testing were available for 13.8% and 58.6% of the sample, respectively. Median PFS was 14 months, median OS was 58 months, and 5-year survival was 49.8%. Unfavorable prognostic factors for OS included disease-free interval (DFI) <24 months, synchronous presentation, size of the largest lesion ≥2 cm, and loss of CK20 expression. Presenting with more than one lesion was prognostic for PFS but not for OS. CONCLUSION In this Brazilian cohort, our findings corroborate existing data supporting DFI, synchronous presentation, and number and size of lesions as prognostic factors. Furthermore, we found that loss of CK20 expression may be associated with more aggressive disease and shorter OS. Additional molecular prognostic factors after pulmonary metastasectomy for colorectal cancer should be further explored. IMPLICATIONS FOR PRACTICE This study consolidates disease-free interval, synchronous presentation, and number and size of lesions as clinically relevant data that may help guide therapy for patients with colorectal cancer and lung metastases who are candidates for curative-intent metastasectomy. Additionally, in this sample, lack of cytokeratin 20 expression in metastases was associated with shorter progression-free survival and overall survival, suggesting that biomarkers also may have a role in guiding therapy in this setting and that additional biomarkers should be further explored.
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Affiliation(s)
- Gustavo C. L. Gössling
- Medical Oncology Department, Hospital de Clínicas de Porto AlegreBrazil
- Universidade Federal do Rio Grande do Sul (UFRGS)Porto AlegreBrazil
- Medical Oncology Department, Hospital Nossa Senhora da ConceiçãoPorto AlegreBrazil
| | - Márcio F. Chedid
- Liver and Pancreas Transplant and Hepatobiliary Surgery Unit, Hospital de Clínicas de Porto AlegreBrazil
- Universidade Federal do Rio Grande do Sul (UFRGS)Porto AlegreBrazil
| | - Fernando S. Pereira
- Medical Oncology Department, Hospital de Clínicas de Porto AlegreBrazil
- Universidade Federal do Rio Grande do Sul (UFRGS)Porto AlegreBrazil
| | | | | | - Nícolas Peruzzo
- Medical Oncology Department, Hospital de Clínicas de Porto AlegreBrazil
| | - Maurício G. Saueressig
- Thoracic Surgery Department, Hospital de Clínicas de Porto AlegreBrazil
- Universidade Federal do Rio Grande do Sul (UFRGS)Porto AlegreBrazil
| | - Gilberto Schwartsmann
- Medical Oncology Department, Hospital de Clínicas de Porto AlegreBrazil
- Universidade Federal do Rio Grande do Sul (UFRGS)Porto AlegreBrazil
| | - Aparna R. Parikh
- Department of Medical Oncology, Massachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
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10
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Hasegawa T, Kuroda H, Sakakura N, Sato Y, Chatani S, Murata S, Yamaura H, Nakada T, Oya Y, Inaba Y. Novel strategy to treat lung metastases: Hybrid therapy involving surgery and radiofrequency ablation. Thorac Cancer 2021; 12:2085-2092. [PMID: 34106518 PMCID: PMC8287015 DOI: 10.1111/1759-7714.14041] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 05/10/2021] [Accepted: 05/11/2021] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND This study was performed to evaluate the clinical outcomes of hybrid treatment involving surgical resection and percutaneous radiofrequency ablation for patients with multiple lung metastases. METHODS Seventeen patients (6 men, 11 women; median age, 52 years; range, 16-78 years) underwent hybrid treatment involving surgery and radiofrequency ablation to treat multiple lung metastases (median number, 4; range, 2-26) between May 2014 and February 2020. The primary lesions were colorectal carcinoma (n = 9), uterine endometrial carcinoma (n = 3), osteosarcoma (n = 2), renal cell carcinoma (n = 1), glottic carcinoma (n = 1), and fibrolamellar hepatocellular carcinoma (n = 1). Twenty-four sessions each of surgery and radiofrequency ablation were performed. Safety, disease-free survival, and overall survival were evaluated. Safety was assessed according to the Clavien-Dindo Classification. RESULTS A grade IVa adverse event of empyema developed in one patient (4%, 1/24) after surgery. A grade IIIa adverse event of pneumothorax and a grade II adverse event of lung abscess occurred in four (17%, 4/24) and one session (4%, 1/24) after radiofrequency ablation, respectively. During the median follow up of 34 months (range, 8-67 months), 10 patients (59%, 10/17) developed new metastases. The 5-year disease-free survival rate was 32%. Four or fewer lung metastases (p = 0.008) and metastases from colorectal carcinoma (p = 0.02) were factors significantly associated with longer disease-free survival. One patient (6%, 1/17) died of tumor progression 29 months after initial treatment. The 5-year overall survival rate was 88%. CONCLUSIONS The strategy of hybrid treatment involving surgery and radiofrequency ablation may offer good outcomes for patients with multiple lung metastases.
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Affiliation(s)
- Takaaki Hasegawa
- Department of Diagnostic and Interventional RadiologyAichi Cancer Center HospitalNagoyaJapan
| | - Hiroaki Kuroda
- Department of Thoracic SurgeryAichi Cancer Center HospitalNagoyaJapan
| | - Noriaki Sakakura
- Department of Thoracic SurgeryAichi Cancer Center HospitalNagoyaJapan
| | - Yozo Sato
- Department of Diagnostic and Interventional RadiologyAichi Cancer Center HospitalNagoyaJapan
| | - Shohei Chatani
- Department of Diagnostic and Interventional RadiologyAichi Cancer Center HospitalNagoyaJapan
| | - Shinichi Murata
- Department of Diagnostic and Interventional RadiologyAichi Cancer Center HospitalNagoyaJapan
| | - Hidekazu Yamaura
- Department of Diagnostic and Interventional RadiologyAichi Cancer Center HospitalNagoyaJapan
| | - Takeo Nakada
- Department of Thoracic SurgeryAichi Cancer Center HospitalNagoyaJapan
| | - Yuko Oya
- Department of Thoracic OncologyAichi Cancer Center HospitalNagoyaJapan
| | - Yoshitaka Inaba
- Department of Diagnostic and Interventional RadiologyAichi Cancer Center HospitalNagoyaJapan
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11
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Huang J, Zang Q, Wen Y, Pan Z, Yao Z, Huang M, Huang J, Chen J, Wang R. Prognostic value of KRAS mutation in patients undergoing pulmonary metastasectomy for colorectal cancer: A systematic review and meta-analysis. Crit Rev Oncol Hematol 2021; 160:103308. [PMID: 33753248 DOI: 10.1016/j.critrevonc.2021.103308] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 02/26/2021] [Accepted: 03/03/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The purpose of the study was to evaluate whether KRAS mutation could be an independent prognostic biomarker in patients undergoing pulmonary metastasectomy (PM) for colorectal cancer (CRC). METHODS A systemic review was performed by searching online databases to identify studies reporting overall survival (OS) and recurrence free survival (RFS) of CRC patients undergoing PM. Pooled HRs were calculated for OS and RFS. RESULTS A total of 15233 patients from 60 studies were included. Pooled analysis showed that KRAS mutation was associated with worse OS (HR: 1.86, 95 % Cl: 1.35-2.57) and RFS (HR: 1.68, 95 % Cl: 1.38-2.04). A significant effect on OS and/or RFS was also shown by other 18 factors. CONCLUSIONS This meta-analysis found that KRAS mutation is an important prognostic predictor for OS and RFS in CRC patients undergoing PM, supporting a comprehensive model including clinicopathological and biological factors for optimal patients selection and prognosis for surgical treatment.
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Affiliation(s)
- Junfeng Huang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China; Nanshan School of Medicine, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Qing Zang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China; Nanshan School of Medicine, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Yaokai Wen
- Nanshan School of Medicine, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Zhe Pan
- Nanshan School of Medicine, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Zhiyuan Yao
- Nanshan School of Medicine, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Mingkai Huang
- Nanshan School of Medicine, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Jiongqiang Huang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Jingsong Chen
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China.
| | - Rongchang Wang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China.
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