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Ayik Türk M, Polat G, Özdemir Ö, Türk Y, Kömürcüoğlu B. Comparison of five scores to predict mortality in malignant pleural effusion. Updates Surg 2024:10.1007/s13304-024-01985-2. [PMID: 39313623 DOI: 10.1007/s13304-024-01985-2] [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: 05/27/2024] [Accepted: 08/30/2024] [Indexed: 09/25/2024]
Abstract
Malignant pleural effusion (MPE) is a complication of malignancy. Treatment of MPE is based on predicted outcome. The aim of this study was to compare the performance characteristics of LENT, PROMISE, RECLS, AL and pNLR scores for prediction of mortality in lung cancer patients who have MPE. Patients who were diagnosed with MPE that was associated with underlying lung cancer between January 2010 and December 2019 were included and analyzed retrospectively in a single center. Outcomes considered were 30-day, 6 months, and 1-year mortality. A total of 180 patients were examined. For 30-day mortality, the areas under the ROC curves (AUC) (95% CI) were: LENT 0.83 (0.76-0.87), RECLS 0.71 (0.63-0.77), and PROMISE 0.70 (0.17-0.38). For 6-month and 1-year mortality the order of these AUCs was similar. Cox regression showed that none of the scores were significantly associated with 30-day mortality, but LENT and RECLS were significantly associated with 6-month and 1-year mortality. Comparison of - 2log likelihood ratios showed that LENT score was more, strongly associated with 6-month mortality than PROMISE (p = 0.001) or RECLS (p = 0.02). LENT score was also more strongly associated with 1-year mortality than PROMISE (p = 0.001) but there was no difference between LENT and RECLS score (p = 0.64). We observed that the LENT score was more predictive than the other scores in mortality in patients who have lung cancer and MPE. The LENT and RECLS scores have similar performance characteristics for prediction of 1-year mortality in these patients.
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Affiliation(s)
- Merve Ayik Türk
- Department of Pulmonology, İzmir Bozyaka Training and Research Hospital, Bahar, Saim Çıkrıkçı Street No:59, 35170, Izmir, Turkey
| | - Gülru Polat
- Department of Pulmonology, Dr. Suat Seren Chest Diseases and Surgery Training and Research Hospital, Gaziler St. No: 331, 35110, Izmir, Turkey
| | - Özer Özdemir
- Department of Pulmonology, Dr. Suat Seren Chest Diseases and Surgery Training and Research Hospital, Gaziler St. No: 331, 35110, Izmir, Turkey
| | - Yunus Türk
- Department of Thorocic Surgery, Izmir City Hospital, 2148/11 St. No: 1/11, 35353, Izmir, Turkey.
| | - Berna Kömürcüoğlu
- Department of Pulmonology, Dr. Suat Seren Chest Diseases and Surgery Training and Research Hospital, Gaziler St. No: 331, 35110, Izmir, Turkey
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Chan C, Chan KKP. Pleural fluid biomarkers: a narrative review. J Thorac Dis 2024; 16:4764-4771. [PMID: 39144339 PMCID: PMC11320250 DOI: 10.21037/jtd-24-467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 06/14/2024] [Indexed: 08/16/2024]
Abstract
Background and Objective Pleural fluid is a source from which various biomarkers can be obtained and measured to facilitate the management and prognostication of various conditions. This narrative review aims to summarise a few selected applications of pleural fluid biomarker analysis based on the latest literature. Methods A literature search for articles published in English regarding human subjects from the period January 2000 to December 2023 was performed through PubMed. Publications considered by the authors to be relevant were included in this review, with additional references added based on the authors' judgement. This review considered both prospective and retrospective cohort studies analysing the clinical value of a range of pleural fluid biomarkers. Key Content and Findings The biomarkers selected in this narrative review have either established clinical applicability or promising initial results which require further research. Pleural fluid adenosine deaminase, mesothelin and N-terminal pro-B-type natriuretic peptide can optimize the diagnosis of tuberculous pleuritis, malignant mesothelioma and heart failure-related pleural effusion respectively. The detection rate for epidermal growth factor receptor mutations for lung cancer is higher in the pleural fluid than in the pleural tissue or plasma. Suitable targeted therapy in patients with detectable mutations can offer survival benefits. The pleural fluid neutrophil-lymphocyte ratio, soluble urokinase plasminogen activator receptor and plasminogen activator inhibitor 1 carry prognostic implications and can potentially guide subsequent treatment decisions. These biomarkers used individually, or in conjunction with other clinical parameters, should only be utilised in pre-defined, appropriate clinical conditions to maximize their clinical value. Conclusions A great variety of different biomarkers are available for analysis in pleural fluid. Further research and development are necessary to widen the spectrum and enhance the clinical utility of pleural fluid biomarkers. Comparison with the diagnostic utilities of serum biomarkers and other investigation parameters, such as radiological findings, could be considered when evaluating the performance of pleural fluid biomarkers.
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Affiliation(s)
- Christopher Chan
- Department of Medicine & Therapeutics, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, China
| | - Ken Ka Pang Chan
- Department of Medicine & Therapeutics, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, China
- Li Ka Shing Institute of Health Sciences, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, China
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Funamizu N, Sakamoto A, Hikida T, Ito C, Shine M, Nishi Y, Uraoka M, Nagaoka T, Honjo M, Tamura K, Sakamoto K, Ogawa K, Takada Y. C-Reactive Protein-to-Albumin Ratio to Predict Tolerability of S-1 as an Adjuvant Chemotherapy in Pancreatic Cancer. Cancers (Basel) 2024; 16:922. [PMID: 38473284 DOI: 10.3390/cancers16050922] [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: 02/05/2024] [Revised: 02/19/2024] [Accepted: 02/23/2024] [Indexed: 03/14/2024] Open
Abstract
Adjuvant chemotherapy (AC) with S-1 after radical surgery for resectable pancreatic cancer (PC) has shown a significant survival advantage over surgery alone. Consequently, ensuring that patients receive a consistent, uninterrupted S-1 regimen is of paramount importance. This study aimed to investigate whether the C-reactive protein-to-albumin ratio (CAR) could predict S-1 AC completion in PC patients without dropout due to adverse events (AEs). We retrospectively enrolled 95 patients who underwent radical pancreatectomy and S-1 AC for PC between January 2010 and December 2022. A statistical analysis was conducted to explore the correlation of predictive markers with S-1 completion, defined as continuous oral administration for 6 months. Among the 95 enrolled patients, 66 (69.5%) completed S-1, and 29 (30.5%) failed. Receiver operating characteristic curve analysis revealed 0.05 as the optimal CAR threshold to predict S-1 completion. Univariate and multivariate analyses further validated that a CAR ≥ 0.05 was independently correlated with S-1 completion (p < 0.001 and p = 0.006, respectively). Furthermore, a significant association was established between a higher CAR at initiation of oral administration and acceptable recurrence-free and overall survival (p = 0.003 and p < 0.001, respectively). CAR ≥ 0.05 serves as a predictive marker for difficulty in completing S-1 treatment as AC for PC due to AEs.
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Affiliation(s)
- Naotake Funamizu
- Department of Hepato-Biliary-Pancreatic Surgery, Ehime University Graduate School of Medicine, Toon 791-0295, Japan
| | - Akimasa Sakamoto
- Department of Hepato-Biliary-Pancreatic Surgery, Ehime University Graduate School of Medicine, Toon 791-0295, Japan
| | - Takahiro Hikida
- Department of Hepato-Biliary-Pancreatic Surgery, Ehime University Graduate School of Medicine, Toon 791-0295, Japan
| | - Chihiro Ito
- Department of Hepato-Biliary-Pancreatic Surgery, Ehime University Graduate School of Medicine, Toon 791-0295, Japan
| | - Mikiya Shine
- Department of Hepato-Biliary-Pancreatic Surgery, Ehime University Graduate School of Medicine, Toon 791-0295, Japan
| | - Yusuke Nishi
- Department of Hepato-Biliary-Pancreatic Surgery, Ehime University Graduate School of Medicine, Toon 791-0295, Japan
| | - Mio Uraoka
- Department of Hepato-Biliary-Pancreatic Surgery, Ehime University Graduate School of Medicine, Toon 791-0295, Japan
| | - Tomoyuki Nagaoka
- Department of Hepato-Biliary-Pancreatic Surgery, Ehime University Graduate School of Medicine, Toon 791-0295, Japan
| | - Masahiko Honjo
- Department of Hepato-Biliary-Pancreatic Surgery, Ehime University Graduate School of Medicine, Toon 791-0295, Japan
| | - Kei Tamura
- Department of Hepato-Biliary-Pancreatic Surgery, Ehime University Graduate School of Medicine, Toon 791-0295, Japan
| | - Katsunori Sakamoto
- Department of Hepato-Biliary-Pancreatic Surgery, Ehime University Graduate School of Medicine, Toon 791-0295, Japan
| | - Kohei Ogawa
- Department of Hepato-Biliary-Pancreatic Surgery, Ehime University Graduate School of Medicine, Toon 791-0295, Japan
| | - Yasutsugu Takada
- Department of Hepato-Biliary-Pancreatic Surgery, Ehime University Graduate School of Medicine, Toon 791-0295, Japan
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Xu K, Wu X, Chen L, Xie J, Hua X, Chen M, Jiang Y, Liu H, Zhang F, Lv T, Song Y, Zhan P. Risk factors for symptomatic malignant pleural effusion recurrence in patients with actionable mutations in advanced lung adenocarcinoma. Transl Lung Cancer Res 2023; 12:1887-1895. [PMID: 37854163 PMCID: PMC10579833 DOI: 10.21037/tlcr-23-151] [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: 02/28/2023] [Accepted: 08/03/2023] [Indexed: 10/20/2023]
Abstract
Background Malignant pleural effusion (MPE) comes generally with high mortality and poor prognosis. Recurrence of symptomatic MPE is always accompanied by poor survival quality. In lung adenocarcinoma, researchers speculate whether patients with actionable mutation or without are applicable to different management models for MPE. Under the background of the high mutation probability and the encouraging therapeutic response in Asians, researches on the risk factors of MPE are in need. Methods This retrospective review included 343 metastatic lung adenocarcinoma patients with MPE. Recurrence was defined as recurrent symptomatic MPE requiring the second thoracentesis to relieve symptoms within 300 days after the first thoracentesis. Univariable and multivariable Cox regression analysis were utilized to investigate independent risk factors for MPE recurrence. Results Of the 343 patients involved, 139 experienced MPE recurrence within 300 days; 34.3% in 201 patients with actionable mutations and 51.2% in 129 patients without actionable mutations are in the recurrence. The median recurrence-free survival (RFS) of the group without mutations was 161 days. The median RFS of the other group with mutations was 300 days. Patients with actionable mutations showed a significantly lower hazard of MPE recurrence on univariate analysis. The multivariate analysis indicated that receiving targeted therapy after the first thoracentesis within 30 days, lower neutrophil-to-lymphocyte ratio (NLR) level, lower serum lactate dehydrogenase (s-LDH) level, and lower serum carcinoembryonic antigen (s-CEA) level were independent protective factors. In subgroup analysis, risk factors differed. Receiving targeted therapy after the first thoracentesis within 30 days remained an independent factor in the mutated patients. Conclusions The findings herein indicated the characteristics of specific patients at high risk for MPE recurrence in lung adenocarcinoma. Patients with actionable mutations benefit more in MPE recurrence and could benefit from targeted therapy and active intrapleural management.
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Affiliation(s)
- Ke Xu
- Department of Respiratory and Critical Care Medicine, Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Xiaodi Wu
- Department of Respiratory and Critical Care Medicine, Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Lu Chen
- Department of Respiratory and Critical Care Medicine, Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Jingyuan Xie
- Department of Respiratory and Critical Care Medicine, Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Xin Hua
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, Southeast University Medical College, Nanjing, China
| | - Mo Chen
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, Nanjing Medical University, Nanjing, China
| | - Yuxin Jiang
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, Southeast University Medical College, Nanjing, China
| | - Hongbing Liu
- Department of Respiratory and Critical Care Medicine, Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, Southeast University Medical College, Nanjing, China
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, Nanjing Medical University, Nanjing, China
| | - Fang Zhang
- Department of Respiratory and Critical Care Medicine, Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, Southeast University Medical College, Nanjing, China
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, Nanjing Medical University, Nanjing, China
| | - Tangfeng Lv
- Department of Respiratory and Critical Care Medicine, Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, Southeast University Medical College, Nanjing, China
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, Nanjing Medical University, Nanjing, China
| | - Yong Song
- Department of Respiratory and Critical Care Medicine, Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, Southeast University Medical College, Nanjing, China
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, Nanjing Medical University, Nanjing, China
| | - Ping Zhan
- Department of Respiratory and Critical Care Medicine, Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, Southeast University Medical College, Nanjing, China
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, Nanjing Medical University, Nanjing, China
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Wang Y, Zhou T, Zhao S, Li N, Sun S, Li M. A Novel Clinical Prognostic Model for Breast Cancer Patients with Malignant Pleural Effusion: Avoiding Chemotherapy in Low-Risk Groups? Cancer Manag Res 2023; 15:409-422. [PMID: 37197007 PMCID: PMC10184893 DOI: 10.2147/cmar.s409918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 05/04/2023] [Indexed: 05/19/2023] Open
Abstract
Purpose Malignant pleural effusion (MPE) is a severe complication in patients with advanced cancer that is associated with a poor prognosis. Breast cancer is the second leading cause of MPE after lung cancer. We therefore aim to describe clinical characteristics of the patients with MPE combined with breast cancer and construct a machine learning-based model for predicting the prognosis of such patients. Methods This study is a retrospective and observational study. Least absolute shrinkage and selection operator (LASSO) and univariate Cox regression analyses were applied to identify eight key clinical variables, and a nomogram model was established. Model performance was evaluated by receiver operating characteristic (ROC) curve, calibration curve, and decision curve analyses. Results 196 patients with both MPE and breast cancer (143 in the training group and 53 in the ex-ternal validation group) were analyzed in this study. The median overall survival in two cohorts was 16.20 months and 11.37 months. Based on the ROC curves for 3-, 6-, and 12-month survival, the areas under the curves were 0.824, 0.824, and 0.818 in the training set and 0.777, 0.790, and 0.715 in the validation set, respectively. In the follow-up analysis, both systemic and intrapleural chemotherapy significantly increased survival in the high-risk group compared to the low-risk group. Conclusion Collectively, MPE confers a poor prognosis in breast cancer patients. We have developed a first-ever survival prediction model for breast cancer patients with newly diagnosed MPE and validated the model using an independent cohort.
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Affiliation(s)
- Yichen Wang
- Department of Oncology, The Second Affiliated Hospital of Dalian Medical University, Dalian, 116023, People’s Republic of China
| | - Tao Zhou
- Department of Oncology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, People’s Republic of China
| | - Shanshan Zhao
- Department of Oncology, The Second Affiliated Hospital of Dalian Medical University, Dalian, 116023, People’s Republic of China
| | - Ning Li
- Department of Foreign Language, Dalian Medical University, Dalian, 116050, People’s Republic of China
| | - Siwen Sun
- Department of Oncology, The Second Affiliated Hospital of Dalian Medical University, Dalian, 116023, People’s Republic of China
| | - Man Li
- Department of Oncology, The Second Affiliated Hospital of Dalian Medical University, Dalian, 116023, People’s Republic of China
- Correspondence: Man Li; Siwen Sun, Department of Oncology, The Second Affiliated Hospital of Dalian Medical University, Dalian, 116023, People’s Republic of China, Tel +86-17709873580; +86-17709891126, Email ;
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Lymphocyte predominance in blood, pleural fluid, and tumour stroma; a prognostic marker in pleural mesothelioma. BMC Pulm Med 2022; 22:173. [PMID: 35501755 PMCID: PMC9063088 DOI: 10.1186/s12890-022-01968-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Accepted: 03/30/2022] [Indexed: 11/23/2022] Open
Abstract
Background As promising novel treatments develop for malignant pleural mesothelioma (MPM), early prognostication has become increasingly important. Circulating and local inflammatory cells are known to play a significant role in other tumour types. We assessed the proportion of lymphocyte populations within blood, pleural fluid and tumour stroma to prognosticate patients with MPM at diagnosis. Methods Consecutive patients diagnosed with biopsy-proven MPM were prospectively recruited to an observational cohort study and followed up for a minimum of 7.5 years. Blood and pleural fluid results at presentation were extracted from the medical records. Biopsy specimens were independently reviewed by 2 pathologists who scored the degree of lymphocytic and neutrophilic infiltration. Results Baseline results were available for 184 patients. The predominant pleural fluid cell type was calculable for 84 patients and 118 patients had biopsy specimens available for review. A low blood neutrophil/lymphocyte ratio (NLR < 4) inferred a better prognosis with a median survival of 420 days versus 301 days (p < 0.01). Survival was better for patients with a lymphocyte-predominant pleural effusion (430 vs 306 days, p < 0.01). Lymphocyte infiltration of tumour stroma was also associated with improved survival (n = 92, survival 430 days) compared with neutrophilic or acellular samples (n = 26, survival 342 days p < 0.01). In multivariable modelling lymphocyte predominance in blood, pleural fluid and tumour stroma were all associated with a better prognosis. Conclusions Lymphocyte predominance within tumour stroma, pleural fluid or blood infers a better prognosis in patients with MPM.
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