scholarly journals Construction and Validation of a Nomogram for Non-small Cell Lung Cancer Patients with Liver Metastases: A Population-Based Analysis

Author(s):  
Ruhan Zhao ◽  
Yunnan Dai ◽  
Xinyang Li ◽  
Cuimin Zhu

Abstract Background: Lung cancer is one of the most common malignancies in the United States, and the common metastatic sites in advanced non-small cell lung cancer (NSCLC) are bone, brain, adrenal gland, and liver, respectively, among which patients with liver metastases have the worst prognosis.Methods: We retrospectively analyzed 1963 patients diagnosed with NSCLC combined with liver metastases between 2010 and 2015. Independent prognostic factors for patients with liver metastases from NSCLC were identified by univariate and multivariate Cox regression analysis. Based on this, we developed a nomogram model via R software and evaluated the performance and clinical utility of the model by calibration curve, receiver operating characteristic curves, and decision curve analysis (DCA).Result: The independent prognostic factors for NSCLC patients with liver metastases included age, race, gender, grade, T stage, N stage, brain metastases, bone metastases, surgery, chemotherapy, and tumor size. The area under the curve predicting OS at 6, 9, and 12 months was 0.793, 0.787, and 0.784 in the training cohort, and 0.767, 0.771, and 0.773 in the validation cohort, respectively. Calibration curves of the nomogram showed high agreement between the outcomes predicted by the nomogram and the actual observed outcomes, and the DCA further demonstrated the value of the clinical application of the nomogram.Conclusion: By analyzing the Surveillance, Epidemiology, and End Results database, we established and verified a prognostic nomogram for NSCLC patients with liver metastases, to personalize the prognosis of patients. At the same time, the prognostic nomogram has a satisfactory accuracy and the results are a guide for the development of patient treatment plans.

2021 ◽  
Author(s):  
You-Lung Chang ◽  
Yen-Fu Chen ◽  
Ying-Yin Chen ◽  
Shih-Chieh Chang ◽  
Cheng-Yu Chang ◽  
...  

Abstract Backgrounds: Astrocyte-elevated gene-1 (AEG-1) functions as an oncogene and regulates angiogenesis in non-small cell lung cancer (NSCLC). In this prospective study, we assessed the values of plasma AEG-1 mRNA expression by liquid biopsy associated with tumor response and survival in NSCLC patients treated with pemetrexed. Methods: Patients diagnosed advanced NSCLC were enrolled to be treated with pemetrexed combined platinum as first-line chemotherapy. All patients underwent blood sampling before any cancer treatment (C0) and at first response evaluation after two cycles (C2) treatments. Response to chemotherapy and survival were assessed. Plasma mRNA was extracted from peripheral blood mononuclear cell (PBMC) and quantification of RNA was performed by real-time PCR.Results: A total of 50 patients with advanced NSCLC were included and 13 of 50 patients combined with bevacizumab. In patient groups of SD (n = 13) and PD (n = 10), the plasma mRNA of AEG-1, thymidylate synthase (TS) and CK19 were elevated significantly at C2 compared to patients in treatment response group (PR, n = 27) (PR v.s. SD or PD, AEG-1: 1.22 ± 0.80 v.s. 4.51 ± 15.45, p = 0.043). NSCLC patients had elevated AEG-1 (AEG-1 ≥ 2) after 2-cycle chemotherapy had shorter PFS and OS (high AEG-1 v.s. low AEG-1, median, PFS: 5.5 v.s. 11.9 months, p = 0.021; OS: 25.9 v.s. 40.8 months, p = 0.019, respectively). In Cox regression analysis, increased plasma mRNA expression of AEG-1indicated poor prognosis in survival.Conclusion: Circulating mRNA concentration of AEG-1 could be a predictive and prognostic biomarker in NSCLC patients treated with pemetrexed. Increased expression of AEG-1 contributed to the chemoresistance and caused lung cancer progression.


2004 ◽  
Vol 22 (14_suppl) ◽  
pp. 7089-7089
Author(s):  
C. Polowy ◽  
J. Coon ◽  
V. Villaflor ◽  
W. Leslie ◽  
I. Lukic ◽  
...  

2004 ◽  
Vol 22 (14_suppl) ◽  
pp. 7088-7088
Author(s):  
V. M. Villaflor ◽  
C. R. Polowy ◽  
J. S. Coon ◽  
W. T. Leslie ◽  
I. Lukic ◽  
...  

2014 ◽  
Vol 29 (2) ◽  
pp. 112-119 ◽  
Author(s):  
Rui-chao Li ◽  
Li-jun Zheng ◽  
Ming-hao Fang ◽  
Shi-ying Yu

Non-small cell lung cancer (NSCLC) is a leading cause of death worldwide. The upregulation of the epidermal growth factor receptor (EGFR) due to mutations has been observed in a number of cancers, and tyrosine kinase inhibitors (TKIs), such as gefitinib and erlotinib, which specifically target EGFR signaling, have been used to treat NSCLC patients. The presence of EGFR mutations was previously shown to confer sensitivity to TKIs. In this study, we evaluated the correlation between EGFR mutations and response to erlotinib in Chinese NSCLC patients. We recruited 36 patients with stage IIIB/IV NSCLC who had failed first-line chemotherapy, and treated them with erlotinib. We used immunohistochemistry to determine EGFR expression, and we screened for mutations using PCR analysis. We used Cox regression analysis and Kaplan-Meier curves for survival analysis. We found that 8 patients had exon 19 mutations, while 3 patients had exon 21 mutations. An Eastern Cooperative Oncology Group (ECOG) grade of 2 was a significant negative predictor of overall survival (OS). Patients with EGFR mutations showed a significantly better OS compared to those without EGFR mutations. Additionally, multivariate analysis showed that erlotinib-treated stage IV patients had a significantly longer progression-free survival (PFS) compared to stage IIIB patients. Patients with EGFR mutations also had a significantly better PFS compared to those without EGFR mutations. The overall remission rate (22.2%) and disease control rate (75%) were significantly higher compared to the rates after second-line chemotherapy (<10%). In conclusion, the presence of EGFR mutations could be a marker to predict the therapeutic efficacy of erlotinib and the prognosis in Chinese NSCLC patients.


Author(s):  
Carmelo Tibaldi ◽  
Francesca Mazzoni ◽  
Vieri Scotti ◽  
Enrico Vasile ◽  
Daniele Pozzessere ◽  
...  

Background: In advanced non-small-cell lung cancer, without activating mutations and with PD-L1≥50%, Pembrolizumab monotherapy is the therapeutic standard in Europe. Objective: to evaluate retrospectively the safety and the efficacy of this drug and to investigate potential prognostic factors in daily clinical practice. Methods: From September 2017 to September 2019, 205 consecutive patients from 14 Italian Medical Oncology Units were enrolled in the study. Gender, Age (> or <70 years), ECOG-PS (0-1 or 2), histology (squamous or non-squamous), presence of brain, bone and liver metastases at baseline, PD-L1 score (>90% or <90%), smoking status (never or former or current) were applied to the stratified log-rank. Cox’s proportional hazards model was used for multivariate analysis. Results: At a median follow-up of 15.2 months, median progression-free and overall survival (mPFS and mOS) were 9.2 months (95% C.I., 4.8-13.5) and 15.9 months (95% C.I., not yet evaluable), respectively. Patients with Eastern Cooperative Oncology Group performance status (ECOG-PS) 2 had mPFS of 2.8 months (95% C.I., 2.1-3.4) and mOS of 3.9 months (95% C.I., 2.5-5.3). Patients with liver metastases at diagnosis had an mPFS of 3.2 months (95% C.I., 0.6-5.8) and an mOS of 6.0 months (95% C.I., 3.7-8.4). At multivariate analysis for OS gender, ECOG-PS 2, and presence of liver metastases were independent prognostic factors. Conclusion: Patients with ECOG-PS 2 derived little benefit from the use of first-line pembrolizumab. In patients with liver metastases the association of pembrolizumab with platinum-based chemotherapy could be a better option than pembrolizumab alone.


2018 ◽  
Vol 43 (2) ◽  
pp. 159-166
Author(s):  
Çiğdem Damla Deniz ◽  
Mehmet Gürbilek ◽  
Mehmet Koç

Abstract Objective: Chemoradiotherapy (CRT) is a commonly used therapeutic modality. We investigated CRT effects on acute phase reactants (APRs). The aim of this study was to assess possible changes in APR levels during radiotherapy and to determine the usefulness of APRs as prognostic factors in patients with non-small cell lung cancer (NSCLC) and glioblastoma multiforme (GBM). Methods: We prospectively evaluated 30 patients and 30 healthy controls. Plasma levels of APRs were measured. Post-CRT and pre-CRT levels were compared. Survival of patients were also followed up for a period of 3 years. Results: In NSCLC patients, post-CRT albumin, transferrin (Trf), and ceruloplasmin (Cp) levels were significantly lower, and post-CRT ferritin (FER) levels were significantly higher, than their pre-CRT levels. In GBM patients, post-CRT Trf and prealbumin (Prealb) levels were significantly higher than pre-CRT levels. Pre-CRT C-reactive protein (CRP) and FER levels in NSCLC patients and Cp levels in GBM patients were associated with patient survival. Conclusion: This study suggests that APRs may be useful for monitoring response to treatment during CRT in NSCLC and GBM patients. Bearing in mind their accessibility and clinical value, plasma CRP and FER in NSCLC patients and Cp in GBM patients can be considered candidate prognostic factors.


2020 ◽  
Vol 12 ◽  
pp. 175883592091598
Author(s):  
Francesco Gelsomino ◽  
Giuseppe Lamberti ◽  
Marcello Tiseo ◽  
Danilo Rocco ◽  
Giulia Pasello ◽  
...  

Background: Although immunotherapy with immune-checkpoint inhibitors (ICIs) has profoundly changed the therapeutic scenario in the treatment of advanced non-small cell lung cancer (NSCLC), trials of ICIs only enrolled NSCLC patients with common histology. Atezolizumab was approved by the United States Food and Drug Administration (US FDA) in October 2016 and by the European Medicines Agency (EMA) in September 2017 for the treatment of patients with metastatic NSCLC whose disease progressed during or following platinum-containing chemotherapy, regardless of PD-L1 expression. Methods: We designed a single-arm, multicenter, two-stage phase II study and plan to enroll 43 patients. The primary objective of the study is to evaluate the antitumor activity of atezolizumab in advanced NSCLC patients with rare histology subtypes. Patients with prior atezolizumab or ICI treatment and with untreated, symptomatic, or progressing brain metastases will be excluded. The primary endpoint is disease control rate. Secondary objectives are toxicity and safety, overall response rate, progression-free survival, overall survival, and time to progression. Diagnosis of NSCLC with rare histology will be confirmed by central pathology revision, and will include: colloid carcinoma, fetal adenocarcinoma, non-endocrine large cell carcinoma, sarcomatoid carcinoma, salivary gland-type tumor, lymphoepithelioma-like carcinoma, and NUT-nuclear protein in testis carcinoma. Archival tumor tissue is required for correlative studies of PD-L1 expression on tumor cells and tumor infiltrating lymphocytes. Conclusions: Therapeutic options in NSCLC with rare histology subtypes, to be assessed in specifically designed trials, are an unmet need. This trial will help elucidate the role of atezolizumab as a viable option in this setting.


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