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李 思, 李 静, 杨 栖, 尹 存, 柳 斌. [Construction and Validation of Prediction Models of Risk Factors for Early Death in Patients With Metastatic Melanoma]. SICHUAN DA XUE XUE BAO. YI XUE BAN = JOURNAL OF SICHUAN UNIVERSITY. MEDICAL SCIENCE EDITION 2024; 55:367-374. [PMID: 38645854 PMCID: PMC11026897 DOI: 10.12182/20240360101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Indexed: 04/23/2024]
Abstract
Objective To construct nomogram models to predict the risk factors for early death in patients with metastatic melanoma (MM). Methods The study covered 2138 cases from the Surveillance, Epidemiology, and End Results Program (SEER) database and all these patients were diagnosed with MM between 2010 and 2015. Logistic regression was performed to identify independent risk factors affecting early death in MM patients. These risk factors were then used to construct nomograms of all-cause early death and cancer-specific early death. The efficacy of the model was assessed with receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA). In addition, external validation of the model was performed with clinicopathologic data of 105 patients diagnosed with MM at Sichuan Cancer Hospital between January 2015 and January 2020. Results According to the results of logistic regression, marital status, the primary site, N staging, surgery, chemotherapy, bone metastases, liver metastases, lung metastases, and brain metastases could be defined as independent predictive factors for early death. Based on these factors, 2 nomograms were plotted to predict the risks of all-cause early death and cancer-specific early death, respectively. For the models for all-cause and cancer-specific early death, the areas under the curve (AUCs) for the training group were 0.751 (95% confidence interval [CI]: 0.726-0.776) and 0.740 (95% CI: 0.714-0.765), respectively. The AUCs for the internal validation group were 0.759 (95% CI: 0.722-0.797) and 0.757 (95% CI: 0.718-0.780), respectively, while the AUCs for the external validation group were 0.750 (95% CI: 0.649-0.850) and 0.741 (95% CI: 0.644-0.838), respectively. The calibration curves showed high agreement between the predicted and the observed probabilities. DCA analysis indicated high clinical application value of the models. Conclusion The nomogram models demonstrated good performance in predicting early death in MM patients and can be used to help clinical oncologists develop more individualized treatment strategies.
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Affiliation(s)
- 思儒 李
- 电子科技大学医学院 (成都 610054)Medical School of University of Electronic Science and Technology of China, Chengdu 610054, China
| | - 静 李
- 电子科技大学医学院 (成都 610054)Medical School of University of Electronic Science and Technology of China, Chengdu 610054, China
| | - 栖 杨
- 电子科技大学医学院 (成都 610054)Medical School of University of Electronic Science and Technology of China, Chengdu 610054, China
| | - 存俐 尹
- 电子科技大学医学院 (成都 610054)Medical School of University of Electronic Science and Technology of China, Chengdu 610054, China
| | - 斌 柳
- 电子科技大学医学院 (成都 610054)Medical School of University of Electronic Science and Technology of China, Chengdu 610054, China
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Sukniam K, Manaise HK, Popp K, Popp R, Gabriel E. Role of Surgery in Metastatic Melanoma and Review of Melanoma Molecular Characteristics. Cells 2024; 13:465. [PMID: 38534309 PMCID: PMC10969165 DOI: 10.3390/cells13060465] [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: 11/16/2023] [Revised: 03/01/2024] [Accepted: 03/06/2024] [Indexed: 03/28/2024] Open
Abstract
We aimed to review the molecular characteristics of metastatic melanoma and the role of surgery in metastasectomy for metastatic melanoma. We performed a systematic literature search on PubMed to identify relevant studies focusing on several mutations, including NRAS, BRAF, NF1, MITF, PTEN, TP53, CDKN2A, TERT, TMB, EGFR, and c-KIT. This was performed in the context of metastatic melanoma and the role of metastasectomy in the metastatic melanoma population. A comprehensive review of these molecular characteristics is presented with a focus on their prognosis and role in surgical metastasectomy.
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Affiliation(s)
- Kulkaew Sukniam
- Department of General Surgery, Duke University Medical Center, Durham, NC 27707, USA
| | - Harsheen K. Manaise
- Department of Medicine, Government Medical College and Hospital, Chandigarh 160047, India
| | - Kyle Popp
- Department of Medicine, Florida State University, Tallahassee, FL 32306, USA
| | - Reed Popp
- College of Medicine, University of Florida, Gainesville, FL 32611, USA
| | - Emmanuel Gabriel
- Department of General Surgery, Division of Surgical Oncology, Mayo Clinic Florida, Jacksonville, FL 32224, USA
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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: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 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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Liatsou E, Tsilimigras DI, Malandrakis P, Gavriatopoulou M, Ntanasis-Stathopoulos I. Current status and novel insights into the role of metastasectomy in the era of immunotherapy. Expert Rev Anticancer Ther 2023; 23:57-66. [PMID: 36527305 DOI: 10.1080/14737140.2023.2160323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
INTRODUCTION New perspectives on the role of metastasectomy have emerged along with the advances in cancer immunotherapy. Despite accumulating evidence that encourages the use of immunotherapy in the metastatic setting, current data regarding its combination with surgical resection of secondary lesions, as well as the best timeline and sequence of such a therapeutic approach is limited. AREAS COVERED We review the currently available literature on the role of metastasectomy in the era of novel immunotherapeutic agents and provide comprehensive evidence from ongoing trials about the available treatment strategies. In metastatic melanoma, immune checkpoint inhibitors (ICIs) play a key role both in the neoadjuvant and adjuvant setting to achieve long-term disease control. In metastatic renal cell carcinoma, investigation is ongoing regarding the emerging role of ICIs before metastasectomy. ICIs have improved outcomes in patients with metastatic colorectal and head and neck cancer. EXPERT OPINION In the neoadjuvant setting, the high response rates and the durability of responses to immunotherapy may enable the resectability of metastatic lesions. In the adjuvant setting post metastasectomy, immunotherapy constitutes a safe and efficacious approach to support immune tumor surveillance and delay or even prevent disease relapse. Patient participation in relevant clinical trials should be encouraged.
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Affiliation(s)
- Efstathia Liatsou
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Diamantis I Tsilimigras
- Department of Surgery, Division of Surgical Oncology, the Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, USA
| | - Panagiotis Malandrakis
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Maria Gavriatopoulou
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Ioannis Ntanasis-Stathopoulos
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
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Higuchi R, Goto T, Nakagomi T, Hirotsu Y, Oyama T, Amemiya K, Mochizuki H, Omata M. Discrimination Between Primary Lung Cancer and Lung Metastases by Genomic Profiling. JTO Clin Res Rep 2021; 2:100255. [PMID: 34877557 PMCID: PMC8633675 DOI: 10.1016/j.jtocrr.2021.100255] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Revised: 09/18/2021] [Accepted: 11/04/2021] [Indexed: 11/28/2022] Open
Abstract
Introduction In cases of lung tumors that occur after treatment for malignancies in other organs, the tumor may represent either a primary lung cancer or a solitary pulmonary metastasis from the other tumor. Because some lung tumors are difficult to differentiate on the basis of imaging and pathologic findings, treatment selection is often difficult. In this study, we attempted to make a genomic diagnosis of primary and metastatic lung tumors by analyzing tumor samples using next-generation sequencing and evaluated the efficacy and validity of the genomic diagnosis. Methods A total of 24 patients with a solitary lung nodule and a history of other malignancies were enrolled in this study. Tumor cells were selected from tissue samples using laser capture microdissection. DNA was extracted from those cells and subjected to targeted deep sequencing of 53 genes. Results The driver mutation profiles of the primary lung tumors were discordant from those of the primary tumors in other sites, whereas the mutation profiles of pulmonary metastases and previous malignancies were concordant. In all 24 patients, we could diagnose either primary lung cancer (six patients) or lung metastases (18 patients) on the basis of whether gene mutation profiles were concordant or discordant. In 12 patients (50.0%), discrepancies were observed between the genomic and clinical or histopathologic diagnoses. Conclusions In patients with a solitary lung lesion and a history of cancer, tumor-specific mutations can serve as clonal markers, affording a more accurate understanding of the pathological condition and thus possibly improving both treatment selection and patient outcome.
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Affiliation(s)
- Rumi Higuchi
- Lung Cancer and Respiratory Disease Center, Yamanashi Central Hospital, Yamanashi, Japan
| | - Taichiro Goto
- Lung Cancer and Respiratory Disease Center, Yamanashi Central Hospital, Yamanashi, Japan
| | - Takahiro Nakagomi
- Lung Cancer and Respiratory Disease Center, Yamanashi Central Hospital, Yamanashi, Japan
| | - Yosuke Hirotsu
- Genome Analysis Center, Yamanashi Central Hospital, Yamanashi, Japan
| | - Toshio Oyama
- Department of Pathology, Yamanashi Central Hospital, Yamanashi, Japan
| | - Kenji Amemiya
- Genome Analysis Center, Yamanashi Central Hospital, Yamanashi, Japan
| | - Hitoshi Mochizuki
- Genome Analysis Center, Yamanashi Central Hospital, Yamanashi, Japan
| | - Masao Omata
- Genome Analysis Center, Yamanashi Central Hospital, Yamanashi, Japan.,Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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Serra F, Faverio C, Lasagna A, Barruscotti S, Dominioni T, Benazzo M, Pedrazzoli P, Chiellino S. Treatment beyond progression and locoregional approaches in selected patients with BRAF-mutated metastatic melanoma. Drugs Context 2021; 10:dic-2021-3-1. [PMID: 34457014 PMCID: PMC8366503 DOI: 10.7573/dic.2021-3-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2021] [Accepted: 07/05/2021] [Indexed: 12/15/2022] Open
Abstract
The clinical management of BRAF-mutated metastatic melanoma had an important turning point after the introduction of the targeted therapy. Despite the efficacy and good tolerability of this treatment, the development of resistance mechanisms causes disease progression. The aim of this review is to investigate the role of treatment beyond progression and locoregional approaches in BRAF-mutated metastatic melanoma and provide oncologists dealing with this malignancy a useful road map on when and why to choose this strategy. The article is structured in the form of a narrative review reporting the most significant studies on the subject. Most of the available articles are represented by retrospective studies and case reports, leading to limitations in the final interpretations. Nevertheless, a correct analysis of the selected studies allows the drawing of some conclusions. In well-selected cases, treatment beyond progression could play an important role in the treatment sequence of patients with BRAF-mutated advanced melanoma and would seem to produce good disease control rates and positive survival outcomes. A careful evaluation of the radiological examinations and laboratory tests, based on the clinical conditions, allows the identification of which patients can benefit from this strategy. Such patients are those who, at the time of progression, have favourable features such as a lower performance status according to Eastern Cooperative Oncology Group (ECOG-PS), normal lactate dehydrogenase levels and lower disease burden. The clinical benefit is also consolidated by the addition of locoregional approaches. Locoregional approaches can include electrochemotherapy, radiotherapy or surgery, and their use provides local disease control and a better quality of life for patients.
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Affiliation(s)
- Francesco Serra
- Medical Oncology Unit, IRCCS Policlinico San Matteo, Pavia, Italy
| | - Carlotta Faverio
- Medical Oncology Unit, IRCCS Policlinico San Matteo, Pavia, Italy
| | | | | | | | - Marco Benazzo
- Otolaryngology Unit, IRCCS Policlinico San Matteo, Pavia, Italy
| | - Paolo Pedrazzoli
- Medical Oncology Unit, IRCCS Policlinico San Matteo, Pavia, Italy
| | - Silvia Chiellino
- Medical Oncology Unit, IRCCS Policlinico San Matteo, Pavia, Italy
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Zhang W, Hwang J, Yadav D, An EK, Kwak M, Lee PCW, Jin JO. Enhancement of Immune Checkpoint Inhibitor-Mediated Anti-Cancer Immunity by Intranasal Treatment of Ecklonia cava Fucoidan against Metastatic Lung Cancer. Int J Mol Sci 2021; 22:9125. [PMID: 34502035 PMCID: PMC8431244 DOI: 10.3390/ijms22179125] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 08/11/2021] [Accepted: 08/20/2021] [Indexed: 11/16/2022] Open
Abstract
Although fucoidan, a well-studied seaweed-extracted polysaccharide, has shown immune stimulatory effects that elicit anticancer immunity, mucosal adjuvant effects via intranasal administration have not been studied. In this study, the effect of Ecklonia cava-extracted fucoidan (ECF) on the induction of anti-cancer immunity in the lung was examined by intranasal administration. In C57BL/6 and BALB/c mice, intranasal administration of ECF promoted the activation of dendritic cells (DCs), natural killer (NK) cells, and T cells in the mediastinal lymph node (mLN). The ECF-induced NK and T cell activation was mediated by DCs. In addition, intranasal injection with ECF enhanced the anti-PD-L1 antibody-mediated anti-cancer activities against B16 melanoma and CT-26 carcinoma tumor growth in the lungs, which were required cytotoxic T lymphocytes and NK cells. Thus, these data demonstrated that ECF functioned as a mucosal adjuvant that enhanced the immunotherapeutic effect of immune checkpoint inhibitors against metastatic lung cancer.
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Affiliation(s)
- Wei Zhang
- Shanghai Public Health Clinical Center, Shanghai Medical College, Fudan University, Shanghai 201508, China; (W.Z.); (J.H.)
| | - Juyoung Hwang
- Shanghai Public Health Clinical Center, Shanghai Medical College, Fudan University, Shanghai 201508, China; (W.Z.); (J.H.)
- Department of Medical Biotechnology, Yeungnam University, Gyeongsan 38541, Korea; (D.Y.); (E.-K.A.)
- Research Institute of Cell Culture, Yeungnam University, Gyeongsan 38541, Korea
| | - Dhananjay Yadav
- Department of Medical Biotechnology, Yeungnam University, Gyeongsan 38541, Korea; (D.Y.); (E.-K.A.)
| | - Eun-Koung An
- Department of Medical Biotechnology, Yeungnam University, Gyeongsan 38541, Korea; (D.Y.); (E.-K.A.)
- Research Institute of Cell Culture, Yeungnam University, Gyeongsan 38541, Korea
| | - Minseok Kwak
- Department of Chemistry, Pukyong National University, Busan 48513, Korea;
| | - Peter Chang-Whan Lee
- ASAN Medical Center, Department of Biomedical Sciences, University of Ulsan College of Medicine, Seoul 05505, Korea
| | - Jun-O Jin
- Shanghai Public Health Clinical Center, Shanghai Medical College, Fudan University, Shanghai 201508, China; (W.Z.); (J.H.)
- Department of Medical Biotechnology, Yeungnam University, Gyeongsan 38541, Korea; (D.Y.); (E.-K.A.)
- Research Institute of Cell Culture, Yeungnam University, Gyeongsan 38541, Korea
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