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INTRODUCTION AND IMPORTANCE: Lung adenocarcinoma may resemble the clinical presentation of an infectious or inflammatory lung disease. The coexistence of lung cancer, and polyserous effusions is uncommon, which may cause a diagnostic challenge. However, any polyserous effusions at a young age must always be suspicious for malignancy. CASE PRESENTATION: We report a case of 38-year-old male patient with polyserous effusions and pneumonia who was treated accordingly and showed clinical improvement with a significant reduction of pericardial and pleural effusions. Subsequent testing and a biopsy resulted in the histopathological diagnosis of an adenocarcinoma of the lung. CLINICAL DISCUSSION: Nonrecurrent polyserous effusions in lung adenocarcinoma are uncommon, and negative cytology results may not exclude malignancy due to the moderate sensitivity of pleural and pericardial fluid cytology. Clinicians should remain vigilant for false-negative results, especially in younger patients. Malignancy should not be ruled out because pleural and pericardial fluid cytology have a sensitivity of 60% and 92%, respectively. CONCLUSION: Our case highlights the diagnostic challenges posed by atypical presentations of lung adenocarcinoma and emphasizes the importance of considering malignancy in the differential diagnosis of polyserous effusions, even when initial cytology results are negative. Clarifying the rationale for this study enhances its relevance and impact.
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Adenocarcinoma de Pulmão , Neoplasias Pulmonares , Pneumonia , Humanos , Masculino , Adulto , Diagnóstico Diferencial , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/patologia , Neoplasias Pulmonares/complicações , Adenocarcinoma de Pulmão/diagnóstico , Adenocarcinoma de Pulmão/patologia , Pneumonia/diagnóstico , Derrame Pericárdico/etiologia , Derrame Pericárdico/diagnóstico , Derrame Pericárdico/patologia , Derrame Pleural/diagnóstico , Derrame Pleural/etiologia , Adenocarcinoma/diagnóstico , Adenocarcinoma/patologia , Derrame Pleural Maligno/patologia , Derrame Pleural Maligno/diagnóstico , Derrame Pleural Maligno/etiologia , CitologiaRESUMO
Malignant effusion complicates more than 15% of all cancers in delayed stages of progression. The most common causes of metastatic pleuritis are lung cancer, breast cancer, ovarian cancer, lymphoproliferative diseases or dissemination of gastrointestinal tumors. Malignant effusion is associated with negative prognosis for overall survival regardless of etiology of tumor, significantly complicates the course of the underlying disease, impairs life quality and complicates treatment. Despite various methods for pleural cavity obliteration in recurrent metastatic pleuritis, there is still no a uniform approach to choosing the optimal treatment strategy. We analyzed the main methods of conservative and surgical treatment of recurrent metastatic pleuritic regarding efficacy, risk of recurrence and reproducibility.
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Derrame Pleural Maligno , Humanos , Derrame Pleural Maligno/etiologia , Derrame Pleural Maligno/terapia , Derrame Pleural Maligno/diagnóstico , Prognóstico , Pleurisia/etiologia , Pleurisia/diagnóstico , Qualidade de VidaRESUMO
Multiple myeloma is a rare haematological malignancy characterised by the clonal proliferation of plasma cells within the bone marrow. Typical manifestations include bone pain, fatigue and monoclonal protein elevation in serum and urine. Less than 1% of cases develop myelomatous pleural effusion, a severe complication indicative of advanced disease and a very poor prognosis.Here, we present a case of a woman with a new diagnosis of multiple myeloma complicated by bilateral myelomatous pleural effusions as the initial presentation. This case underscores the diverse clinical spectrum of multiple myeloma, the significance of timely diagnosis and the threatening implications associated with myelomatous pleural effusions.
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Mieloma Múltiplo , Derrame Pleural Maligno , Humanos , Mieloma Múltiplo/complicações , Mieloma Múltiplo/diagnóstico , Feminino , Derrame Pleural Maligno/etiologia , Derrame Pleural Maligno/diagnóstico , Derrame Pleural Maligno/diagnóstico por imagem , Pessoa de Meia-Idade , Idoso , Derrame Pleural/etiologia , Derrame Pleural/diagnósticoRESUMO
Exudative pleural effusion appears as manifestation of underlying specific disease process and pleural biopsy is usually enough to find out the underlying causative disease. The aim of the study was to find out the efficacy of needle biopsy of pleura in the aetiological diagnosis of pleural effusion. This cross-sectional study was conducted for a period of one year from January 2008 to December 2008 in the Department of Medicine, Shaheed Ziaur Rahman Medical College Hospital, Bogura, Bangladesh enrolling 50 subjects with exudative pleural effusion. The cases with transudative pleural effusion were not included. Needle biopsy was done in all the cases. Histopathological reports of pleural biopsy specimen were correlated with other data and analyzed to detect the causes of effusion. Major incidence of malignant effusion occurred between 41 to 70 years of age. No malignant effusion was found before 30 years of age. Incidence of tuberculous and malignant pleural effusion was much more common in males than in females. Sensitivity and specificity of combined pleural biopsy and pleural fluid analysis in the diagnosis of pleural effusion was 97.06% and 100.% for tuberculosis and 81.82% and 100.0% for malignancy. The present study reveals that pleural biopsy was very effective method in the diagnosis of cause of pleural effusion.
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Derrame Pleural , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Idoso , Derrame Pleural/etiologia , Derrame Pleural/patologia , Derrame Pleural/diagnóstico , Adulto , Estudos Transversais , Biópsia por Agulha/métodos , Pleura/patologia , Derrame Pleural Maligno/patologia , Derrame Pleural Maligno/diagnóstico , Derrame Pleural Maligno/etiologia , Sensibilidade e Especificidade , AdolescenteRESUMO
Malignant pleural effusion is a common diagnosis in metastasized cancers. It is always of palliative character. Main symptoms are dyspnoea and reduced quality of life. Diagnosis is made by ultrasound-guided puncture of the pleural effusion (cytology) and often video-assisted thoracic surgery with biopsy of the pleural surface (histology). The goal of treatment is a fast, sustainable, minimally invasive, patient-centred therapy that increases quality of life. Besides systemic therapy and best supportive care the patient can be treated with local therapy including either pleurodesis (via drainage or VATS) or an indwelling-pleural catheter (IPC). Decision for one of these procedures is made upon performance index (ECOG), expandability of the lung, prognosis and the patient's wish. For the first technique, the lung must be expandable. The latter one (IPC) can be implanted both with expandable and trapped lung. Both are similarly effective in symptom control.
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Cuidados Paliativos , Derrame Pleural Maligno , Pleurodese , Cirurgia Torácica Vídeoassistida , Derrame Pleural Maligno/terapia , Derrame Pleural Maligno/etiologia , Derrame Pleural Maligno/diagnóstico , Humanos , Drenagem , Cateteres de Demora , Qualidade de Vida , Prognóstico , Ultrassonografia de IntervençãoRESUMO
BACKGROUND: The distinction between lung adenocarcinoma-associated malignant pleural effusion (MPE) and tuberculous pleural effusion (TPE) continues to pose a challenge. This study sought to assess the supplementary value of tumor markers in enabling a differential diagnosis. METHODS: Data concerning tumor markers, which included carcinoembryonic antigen (CEA), cancer antigen 125 (CA125), cancer antigen 153 (CA153), cancer antigen 724 (CA724), neuron-specific enolase (NSE), cytokeratin19 fragment (Cyfra21-1), and squamous cell carcinoma antigen (SCCA), in both serum and pleural effusion samples, were retrospectively compiled from lung adenocarcinoma-associated MPE and TPE patients. A comparative analysis of tumor marker concentrations between the two groups was performed to assess diagnostic utility, followed by a multiple logistic regression to control for confounding variables. RESULTS: While gender, serum CA125 and SCCA, and pleural effusion SCCA manifested comparability between the groups, distinctions were noted in patient age and the concentration of other tumor markers in serum and pleural effusion, which were notably elevated in the MPE group. Multiple logistic regression demonstrated a positive association between the risk of lung adenocarcinoma-associated MPE and levels of CEA and CA153 in serum and pleural effusion, as well as Cyfra21-1 in serum (P < 0.05). The odds ratio for CEA surpassed that of CA153 and Cyfra21-1. CONCLUSIONS: CEA and CA153 in serum and pleural effusion, and Cyfra21-1 in serum emerge as biomarkers possessing supplementary diagnostic value in distinguishing lung adenocarcinoma-associated MPE from TPE. The diagnostic efficacy of CEA is superior to CA153 and Cyfra21-1. Conversely, the utility of CA125, CA724, NSE, and SCCA appears constrained.
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Antígenos de Neoplasias , Biomarcadores Tumorais , Antígeno Ca-125 , Antígeno Carcinoembrionário , Queratina-19 , Neoplasias Pulmonares , Derrame Pleural Maligno , Derrame Pleural , Humanos , Masculino , Biomarcadores Tumorais/sangue , Feminino , Pessoa de Meia-Idade , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/complicações , Neoplasias Pulmonares/sangue , Idoso , Diagnóstico Diferencial , Derrame Pleural Maligno/diagnóstico , Derrame Pleural Maligno/etiologia , Derrame Pleural Maligno/metabolismo , Derrame Pleural Maligno/sangue , Antígenos de Neoplasias/sangue , Antígeno Ca-125/sangue , Estudos Retrospectivos , Derrame Pleural/diagnóstico , Derrame Pleural/etiologia , Queratina-19/sangue , Antígeno Carcinoembrionário/sangue , Antígeno Carcinoembrionário/análise , Adenocarcinoma de Pulmão/diagnóstico , Adenocarcinoma de Pulmão/complicações , Tuberculose Pleural/diagnóstico , Tuberculose Pleural/complicações , Antígenos Glicosídicos Associados a Tumores/sangue , Antígenos Glicosídicos Associados a Tumores/análise , Fosfopiruvato Hidratase/sangue , Fosfopiruvato Hidratase/análise , Adenocarcinoma/diagnóstico , Adenocarcinoma/complicações , Adulto , Serpinas/sangue , Idoso de 80 Anos ou maisRESUMO
Multiple myeloma is a malignant plasma cell condition that mostly affects the skeletal system and bone marrow. Pleural effusions are uncommon and typically result from other conditions coexisting with multiple myeloma. Malignant myelomatous pleural effusions are rare complications of multiple myeloma, occurring in less than 1% of patients and are associated with poor prognosis having mean survival of less than 4 months. The present case report is a 41-year-old multiple myeloma patient who developed bilateral pleural effusion at a disease relapse. Chemotherapeutic regimen of cyclophosphamide, bortezomib, and dexamethasone given. Despite a positive response to treatment, the patient's condition worsened over the course of following month and he eventually passed away. Myelomatous pleural effusion indicates poor prognosis and early consideration helps in quick diagnosis and initiation of treatment which may help in improving prognosis.
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Mieloma Múltiplo , Derrame Pleural Maligno , Derrame Pleural , Masculino , Humanos , Adulto , Mieloma Múltiplo/complicações , Mieloma Múltiplo/diagnóstico , Mieloma Múltiplo/tratamento farmacológico , Recidiva Local de Neoplasia/patologia , Derrame Pleural/diagnóstico , Derrame Pleural/etiologia , Derrame Pleural/patologia , Derrame Pleural Maligno/diagnóstico , Derrame Pleural Maligno/tratamento farmacológico , Derrame Pleural Maligno/etiologia , Plasmócitos/patologiaAssuntos
Leucemia-Linfoma Linfoblástico de Células T Precursoras , Humanos , Leucemia-Linfoma Linfoblástico de Células T Precursoras/complicações , Derrame Pleural/etiologia , Derrame Pleural/diagnóstico por imagem , Masculino , Criança , Feminino , Derrame Pleural Maligno/etiologia , Derrame Pleural Maligno/diagnóstico por imagemRESUMO
BACKGROUND/AIMS: Epidermal growth factor receptor (EGFR) mutation is important in determining the treatment strategy for advanced lung cancer patients with malignant pleural effusion (MPE). Contrary to serum carcinoembryonic antigen (S-CEA) levels, the associations between pleural fluid CEA (PF-CEA) levels and EGFR mutation status as well as between PF-CEA levels and treatment efficacy have rarely been investigated in lung adenocarcinoma patients with MPE. METHODS: This retrospective study enrolled lung adenocarcinoma patients with MPE and available PF-CEA levels and EGFR mutation results. The patients were categorized based on PF-CEA levels: < 10 ng/mL, 10-100 ng/mL, 100-500 ng/mL, and ≥ 500 ng/mL. The association between PF-CEA levels and EGFR mutation status as well as their therapeutic impact on overall survival was compared among the four groups. RESULTS: This study included 188 patients. PF-CEA level was found to be an independent predictor of EGFR mutation but not S-CEA level. The EGFR mutation rates were higher as the PF-CEA levels increased, regardless of cytology results or sample types. Among EGFR-mutant lung adenocarcinoma patients receiving EGFR-tyrosine kinase inhibitor (TKI) treatment, those with high PF-CEA levels had significantly better survival outcomes than those with low PF-CEA levels. CONCLUSION: High PF-CEA levels were associated with high EGFR mutation rate and may lead to a favorable clinical outcome of EGFR-TKI treatment in EGFR-mutant lung adenocarcinoma patients with MPE. These findings highlight the importance of actively investigating EGFR mutation detection in patients with suspected MPE and elevated PF-CEA levels despite negative cytology results.
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Adenocarcinoma de Pulmão , Neoplasias Pulmonares , Derrame Pleural Maligno , Derrame Pleural , Humanos , Derrame Pleural Maligno/diagnóstico , Derrame Pleural Maligno/etiologia , Derrame Pleural Maligno/terapia , Antígeno Carcinoembrionário/genética , Antígeno Carcinoembrionário/uso terapêutico , Estudos Retrospectivos , Inibidores de Proteínas Quinases/uso terapêutico , Adenocarcinoma de Pulmão/genética , Adenocarcinoma de Pulmão/tratamento farmacológico , Adenocarcinoma de Pulmão/patologia , Neoplasias Pulmonares/tratamento farmacológico , Receptores ErbB/genética , Derrame Pleural/induzido quimicamente , Derrame Pleural/diagnóstico , Derrame Pleural/tratamento farmacológico , MutaçãoRESUMO
BACKGROUND: Several studies have indicated that intrapleural infusion of bevacizumab is an effective treatment for non-small cell lung cancer (NSCLC) with malignant pleural effusion (MPE). However, the impact of bevacizumab administered through an indwelling pleural catheter (IPC) on the prognosis of these patients is unknown. METHODS: Consecutive advanced NSCLC patients with symptomatic MPE receiving an IPC alone or bevacizumab through an IPC were identified in a tertiary hospital. The patient characteristics and clinical outcomes were collected. RESULTS: A total of 149 patients were included, and the median age was 60.3 years. Males and nonsmokers accounted for 48.3% and 65.8%, respectively. A total of 69.8% (104/149) of patients harbored actionable mutations, including 92 EGFR-activating mutations, 11 ALK fusions, and 1 ROS1 fusion. A total of 81.9% (122/149) of patients received IPC alone, and 18.1% (27/149) received bevacizumab through an IPC. The incidence of spontaneous pleurodesis during the first 6 months was greater in the bevacizumab-treated group than in the IPC-treated group in the subgroup with actionable mutations (64.3% vs. 46.9%, P = 0.28). The median overall survival (OS) in patients with actionable mutations treated with bevacizumab through an IPC was 42.2 months, which was significantly longer than the 26.7 months in patients who received an IPC alone (P = 0.045). However, the median OS did not differ between the two arms in the subgroup without actionable mutations (10.8 vs. 41.0 months, P = 0.24). No significant difference between the bevacizumab through an IPC group and the IPC group was detected in the number of participants who had adverse events, either in patients with actionable mutations (14.3% vs. 8.4%; P = 0.42) or in patients without actionable mutations (16.7% vs. 12.8%; P = 1.00). CONCLUSIONS: Bevacizumab through an IPC resulted in a significantly improved prognosis for NSCLC patients with MPE and actionable mutations. However, patients without actionable mutations do not benefit from bevacizumab through IPC.
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Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Derrame Pleural Maligno , Masculino , Humanos , Pessoa de Meia-Idade , Carcinoma Pulmonar de Células não Pequenas/complicações , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/genética , Bevacizumab/uso terapêutico , Derrame Pleural Maligno/etiologia , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/genética , Proteínas Tirosina Quinases , Proteínas Proto-Oncogênicas , Cateteres de Demora/efeitos adversosRESUMO
Malignant pleural effusion (MPE) can occur in nearly all types of malignant tumors, with lung cancer being the most prevalent cause. The presence of MPE indicates an advanced stage or distant spread of the tumor, significantly reducing the patient's life expectancy. Particularly, a substantial amount of pleural effusion can impede heart and lung function, impair blood oxygen perfusion levels in the body, and greatly diminish patients' quality of life. Even when systemic treatment has alleviated the primary lung tumor in some patients, effective control over MPE remains challenging and impacts clinical outcomes. Therefore, it is crucial to implement measures for reducing or managing MPE while ensuring standardized treatment for lung cancer. In recent years, significant advancements have been made in diagnosing and treating lung cancer complicated by MPE through extensive basic and clinical research. Based on existing evidence and China's clinical practice experience, relevant experts from the China Association of Health Promotion and Education and Cancer Rehabilitation and Palliative Treatment Professional Committee of China Anti-Cancer Association (CRPC) have summarized key aspects related to diagnosis and treatment consensus opinions for lung cancer complicated by MPE. This aims to establish standardized procedures that will serve as a reference for doctors' clinical practice.
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Neoplasias Pulmonares , Derrame Pleural Maligno , Derrame Pleural , Humanos , Neoplasias Pulmonares/complicações , Neoplasias Pulmonares/diagnóstico , Derrame Pleural Maligno/diagnóstico , Derrame Pleural Maligno/etiologia , Derrame Pleural Maligno/terapia , Consenso , Qualidade de Vida , Derrame Pleural/diagnóstico , Derrame Pleural/etiologia , Derrame Pleural/terapiaRESUMO
BACKGROUND: The principal aim of malignant pleural effusion (MPE) management is to improve health-related quality of life (HRQoL) and symptoms. METHODS: In this open-label randomised controlled trial, patients with symptomatic MPE were randomly assigned to either indwelling pleural catheter (IPC) insertion with the option of talc pleurodesis or chest drain and talc pleurodesis. The primary end-point was global health status, measured with the 30-item European Organisation for Research and Treatment of Cancer Quality of Life Core Questionnaire (EORTC QLQ-C30) at 30â days post-intervention. 142 participants were enrolled from July 2015 to December 2019. RESULTS: Of participants randomly assigned to the IPC (n=70) and chest drain (n=72) groups, primary outcome data were available in 58 and 56 patients, respectively. Global health status improved in both groups at day 30 compared with baseline: IPC (mean difference 13.11; p=0.001) and chest drain (mean difference 10.11; p=0.001). However, there was no significant between-group difference at day 30 (mean intergroup difference in baseline-adjusted global health status 2.06, 95% CI -5.86-9.99; p=0.61), day 60 or day 90. No significant differences were identified between groups in breathlessness and chest pain scores. All chest drain arm patients were admitted (median length of stay 4â days); seven patients in the IPC arm required intervention-related hospitalisation. CONCLUSIONS: While HRQoL significantly improved in both groups, there were no differences in patient-reported global health status at 30â days. The outpatient pathway using an IPC was not superior to inpatient treatment with a chest drain.
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Pacientes Ambulatoriais , Derrame Pleural Maligno , Humanos , Cateteres de Demora/efeitos adversos , Derrame Pleural Maligno/terapia , Derrame Pleural Maligno/etiologia , Pacientes Internados , Qualidade de Vida , Talco/uso terapêutico , Pleurodese , Resultado do TratamentoRESUMO
Thoracic ultrasound (TU) has rapidly gained popularity over the past 10 years. This is in part because ultrasound equipment is available in many settings, more training programmes are educating trainees in this technique, and ultrasound can be done rapidly without exposure to radiation. The aim of this review is to present the most interesting and innovative aspects of the use of TU in the study of thoracic diseases. In pleural diseases, TU has been a real revolution. It helps to differentiate between different types of pleural effusions, guides the performance of pleural biopsies when necessary and is more cost-effective under these conditions, and assists in the decision to remove thoracic drainage after talc pleurodesis. With the advent of COVID19, the use of TU has increased for the study of lung involvement. Nowadays it helps in the diagnosis of pneumonias, tumours and interstitial diseases, and its use is becoming more and more widespread in the Pneumology ward. In recent years, TU guided biopsies have been shown to be highly cost-effective, with other advantages such as the absence of radiation and the possibility of being performed at bedside. The use of contrast in ultrasound to increase the cost-effectiveness of these biopsies is very promising. In the study of the mediastinum and peripheral pulmonary nodules, the introduction of echobronchoscopy has brought about a radical change. It is a fully established technique in the study of lung cancer patients. The introduction of elastography may help to further improve its cost-effectiveness. In critically-ill patients, diaphragmatic ultrasound helps in the assessment of withdrawal of mechanical ventilation, and is now an indispensable tool in the management of these patients. In neuromuscular patients, ultrasound is a good predictor of impaired lung function. Currently, in Neuromuscular Disease Units, TU is an indispensable tool. Ultrasound study of the intercostal musculature is also effective in the study of respiratory function, and is widely used in Respiratory Rehabilitation. In Intermediate Care Units, thoracic ultrasound is indispensable for patient management. In these units there are ultrasound protocols for the management of patients with acute dyspnoea that have proven to be very effective.
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Doenças Pleurais , Derrame Pleural Maligno , Doenças Torácicas , Humanos , Derrame Pleural Maligno/etiologia , Pleurodese/métodos , Doenças Pleurais/diagnóstico por imagem , Doenças Pleurais/terapia , Doenças Pleurais/complicações , Doenças Torácicas/diagnóstico por imagem , PleuraRESUMO
BACKGROUND: Pleural procedures are essential for the investigation and management of pleural disease and can be associated with significant morbidity and mortality. There is a lack of pleural procedure complication data in the Australian and New Zealand region. AIMS: To review pleural procedure practices at Wollongong Hospital with an emphasis on the assessment of complications, use of thoracic ultrasound (TUS), pathology results and comparison of findings with international data. METHODS: Retrospective analysis of medical records was performed on pleural procedures identified through respiratory specialist trainee logbooks at Wollongong Hospital from January 2018 to December 2021. Comparison of complication rates was made to the British Thoracic Society 2011 a national pleural audit. RESULTS: One hundred and twenty-one pleural procedures were identified. There were 71 chest drains, 49 thoracocentesis and one indwelling pleural catheter (IPC) insertion. Ninety-seven per cent of procedures were performed for pleural effusions and 3% for pneumothorax. This audit demonstrated a complication rate (excluding pain) of 16.9% for chest drains and 4.1% for thoracocentesis. This gave an overall complication event rate of 10.8% (excluding pain) for pleural procedures. There was no major bleeding, organ puncture, pleural space infection or death. Bedside TUS was used in 99% of procedures. CONCLUSION: Complication rates for pleural procedures performed by respiratory specialist trainees at Wollongong Hospital are comparable with international outcomes. This audit provides data for comparison on pleural procedure complication rates in Australia. Future studies are required to determine complication rates with IPCs.
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Doenças Pleurais , Derrame Pleural Maligno , Derrame Pleural , Humanos , Estudos Retrospectivos , Resultado do Tratamento , Austrália/epidemiologia , Derrame Pleural/diagnóstico por imagem , Derrame Pleural/epidemiologia , Derrame Pleural/terapia , Doenças Pleurais/epidemiologia , Doenças Pleurais/terapia , Hospitais de Ensino , Dor , Cateteres de Demora/efeitos adversos , Derrame Pleural Maligno/etiologiaRESUMO
INTRODUCTION: Malignant pleural effusion is a common finding in patients with advanced cancer and is a frequent cause of dyspnea. Current guidelines indicate thoracentesis for symptomatic patients, while indwelling pleural catheters (IPC) are recommended for patients who develop pleural fluid re-accumulation. IPC maintenance, however, requires a significant level of financial and social support. This study aims to analyze potential influencing factors that may play a role in the decision for placing IPCs in patients with recurrent malignant pleural effusions. METHODS: This study retrospectively collected baseline sociodemographic and laboratory data in patients who underwent thoracentesis for malignant pleural effusion from August 2016 to October 2021, and selected patients who presented with re-accumulation of pleural fluid within 30 days or had a pulmonary physician's note documenting that IPC is a potential management option. Of these selected patients (IPC candidates), we stratified patients who underwent IPC placement and those who did not, and performed statistical analysis between these 2 groups. RESULTS: One hundred seventy-six patients who underwent thoracentesis were regarded as IPC candidates. Almost all baseline sociodemographic characteristics, including ethnicity ( P =0.637), sex ( P =0.655), and marital status ( P =0.773) were similar between the 2 groups, but significantly higher ECOG scores ( P =0.049) were noted in the IPC group. No statistically significant differences were noted in age, body mass index, platelet, PTT, international normalized ratio, creatinine, white blood cell, red blood cells, fluid protein, or fluid lactate dehydrogenase. Fluid albumin ( P =0.057) and serum neutrophil:lymphocyte ratio ( P =0.003) were significantly higher in patients without IPC placement. CONCLUSION: This study did not recognize any baseline sociodemographic factors that may contribute to the decision to place IPCs.
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Médicos , Derrame Pleural Maligno , Humanos , Derrame Pleural Maligno/terapia , Derrame Pleural Maligno/etiologia , Estudos Retrospectivos , Cateteres de Demora/efeitos adversos , Cateterismo , PleurodeseRESUMO
BACKGROUND: The differential diagnosis of malignant pleural effusion (MPE) and benign pleural effusion (BPE) presents a clinical challenge. In recent years, the use of artificial intelligence (AI) machine learning models for disease diagnosis has increased. OBJECTIVE: This study aimed to develop and validate a diagnostic model for early differentiation between MPE and BPE based on routine laboratory data. DESIGN: This was a retrospective observational cohort study. METHODS: A total of 2352 newly diagnosed patients with pleural effusion (PE), between January 2008 and March 2021, were eventually enrolled. Among them, 1435, 466, and 451 participants were randomly assigned to the training, validation, and testing cohorts in a ratio of 3:1:1. Clinical parameters, including age, sex, and laboratory parameters of PE patients, were abstracted for analysis. Based on 81 candidate laboratory variables, five machine learning models, namely extreme gradient boosting (XGBoost) model, logistic regression (LR) model, random forest (RF) model, support vector machine (SVM) model, and multilayer perceptron (MLP) model were developed. Their respective diagnostic performances for MPE were evaluated by receiver operating characteristic (ROC) curves. RESULTS: Among the five models, the XGBoost model exhibited the best diagnostic performance for MPE (area under the curve (AUC): 0.903, 0.918, and 0.886 in the training, validation, and testing cohorts, respectively). Additionally, the XGBoost model outperformed carcinoembryonic antigen (CEA) levels in pleural fluid (PF), serum, and the PF/serum ratio (AUC: 0.726, 0.699, and 0.692 in the training cohort; 0.763, 0.695, and 0.731 in the validation cohort; and 0.722, 0.729, and 0.693 in the testing cohort, respectively). Furthermore, compared with CEA, the XGBoost model demonstrated greater diagnostic power and sensitivity in diagnosing lung cancer-induced MPE. CONCLUSION: The development of a machine learning model utilizing routine laboratory biomarkers significantly enhances the diagnostic capability for distinguishing between MPE and BPE. The XGBoost model emerges as a valuable tool for the diagnosis of MPE.
Assuntos
Derrame Pleural Maligno , Derrame Pleural , Humanos , Derrame Pleural Maligno/diagnóstico , Derrame Pleural Maligno/etiologia , Antígeno Carcinoembrionário/análise , Biomarcadores Tumorais , Inteligência Artificial , Diagnóstico Diferencial , Estudos de Coortes , Derrame Pleural/diagnóstico , Aprendizado de MáquinaRESUMO
BACKGROUND: The presence of malignant pleural effusion in lung cancer patients often suggests a poor prognosis. We plan to investigate which regimen of vascular targeting drug is preferable to control the malignant pleural effusion in such patients. METHODS: Two investigators dependently searched and screened for randomized controlled trials in PubMed, Embase, Web of Science and China National Knowledge Infrastructure from the database inception to August 2022. R software was applied to build a network model in Bayesian method. Objective response rate of malignant pleural effusion is the primary outcome measure. Besides, the incidence of 3 adverse events were compared, including gastrointestinal reaction, leukopenia and hypertension. Due to the disconnection of network, we analysis and discuss the short-term treatment (3-4 weeks) and long-term treatment (6-12 weeks) respectively. RESULTS: 31 studies with 2093 patients were identified. Four targeting drugs contain bevacizumab (Bev), anlotinib, apatinib and Endostar. Two administration routes include intracavity perfusion (icp) and intravenous injection. Based on the current evidence, for short-term treatments, compared with single-agent chemotherapy (CT), Bev_icp + CT, anlotinib + CT, Bev_icp and anlotinib + endorstar_icp present better objective response, and no statistical significance was found in objective response between Bev_icp + CT, anlotinib + CT and Bev_icp. For long-term treatments, compared with doublet or triplet chemotherapy (2CT or 3CT), Bev_icp + 2CT, apatinib + 2CT, Bev_icp + 3CT, and Bev_intravenous injection + 2CT are more effective option, but no statistical significance was found in objective response between the 4 combination regimens with chemotherapy. CONCLUSION: Our findings suggest that no statistical significance between above vascular targeting regimens. Pathological type of lung cancer may affect the effect of bevacizumab intracavity infusion plus chemotherapy. The influence of different administration routes of vascular targeting drugs on efficacy remains to be investigated. There are some concerns with the quality of the studies, and some limitations should be considered when interpreting these results, which includes limited geographical region and sample size of studies. Despite these limitations, this study may inform vascular targeting therapy choice in such a patient population.
Assuntos
Neoplasias Pulmonares , Derrame Pleural Maligno , Humanos , Bevacizumab , Teorema de Bayes , Metanálise em Rede , Derrame Pleural Maligno/tratamento farmacológico , Derrame Pleural Maligno/etiologia , Resultado do Tratamento , Neoplasias Pulmonares/complicações , Neoplasias Pulmonares/tratamento farmacológico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêuticoRESUMO
BACKGROUND AND OBJECTIVES: The results of previous PET-CT studies are contradictory for discriminating malignant from benign pleural effusions. We purpose to develop a PET-CT score for differentiating between benign and malignant effusions. PATIENTS AND METHODS: We conducted a prospective study of consecutive patients with pleural effusions undergoing PET-CT from October 2013 to October 2019 (referral cohort). PET-CT scan features evaluated using the SUV were: linear thickening; nodular thickening; nodules; masses; circumferential thickening; mediastinal and fissural pleural involvement; intrathoracic lymph nodes; pleural loculation; inflammatory consolidation; pleural calcification; cardiomegaly; pericardial effusion; bilateral effusion; lung mass; liver metastasis and other extra-pleural malignancy. The results were validated in an independent prospective cohort from November 2019 to June 2021. RESULTS: One hundred and ninety-nine patients were enrolled in the referral cohort (91 with malignant effusions and 108 benign). The most useful parameters for the development of a PET-CT score were: nodular pleural thickening, pleural nodules with SUV>7.5, lung mass or extra pleural malignancy (10 points each), mammary lymph node with SUV>4.5 (5 points) and cardiomegaly (-1 point). With a cut-off value of >9 points in the referral cohort, the score established the diagnosis of malignant pleural effusion with sensitivity 87.9%, specificity 90.7%, positive predictive value 88.9%, negative predictive value 89.9%, positive likelihood ratio 7.81 and negative likelihood ratio 0.106. These results were validated in an independent prospective cohort of 75 patients. CONCLUSIONS: PET-CT score was shown to provide relevant information for the identification of malignant pleural effusion.