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Lung cancer has been the focus of attention for many researchers in recent years for the leading contribution to cancer-related death worldwide, in which lung adenocarcinoma (LUAD) is the most common histological type. However, the potential mechanism behind LUAD initiation and progression remains unclear. Aiming to dissect the tumor microenvironment of LUAD and to discover more informative prognosis signatures, we investigated the immune-related differences in three types of genetic or epigenetic characteristics (expression status, somatic mutation, and DNA methylation) and considered the potential roles that these alterations have in the immune response and both the immune-related metabolic and neural systems by analyzing the multi-omics data from The Cancer Genome Atlas (TCGA) portal. Additionally, a four-step strategy based on lasso regression and Cox regression was used to construct the prognostic prediction model. For the prognostic predictions on the independent test set, the performance of the trained models (average concordance index [C-index] = 0.839) is satisfied, with average 1-year, 3-year, and 5-year areas under the curve (AUCs) equal to 0.796, 0.786, and 0.777. Finally, the overall model was constructed based on all samples, which comprised 27 variables and achieved a high degree of accuracy on the 1-year (AUC = 0.861), 3-year (AUC = 0.850), and 5-year (AUC = 0.916) survival predictions., (Copyright © 2020 The Author(s). Published by Elsevier Inc. All rights reserved.)

Objective: To investigate the role ofCD4+CD25+ T regulatory (Treg) cells, T helper (Th)17cells and interleukin (IL)-6 in the progression of hepatitis B virus (HBV)-related acute-on-chronic liver failure (ACLF) and determine their value as prognostic markers., Methods: The Chinese National Knowledge Infrastructure (CNKI), WanFang, Chinese Scientific Journals (VIP), PubMed, Embase and Web of Science databases were searched for English language case-control studies on the relationship between regulatory T lymphocytes and ACLF.The quality of included studies was assessed using the Newcastle-Ottawa scale. The meta-analysis was designed according to the PICOS approach recommended by the Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) statement. RevMan software, version 5.1, was used to perform the meta-analysis., Results: Nine case-cohort studies were selected for inclusion in the metaanalysis.The results of the meta-analyses showed that the level of CD4+CD25+ Treg cells was not significantly different between patients with HBV-related ACLF and patients with chronic hepatitis B (CHB) (mean difference (MD)=0.59, 95% confidence interval (CI)-1.68, 2.85, P=0.61) nor between patients with HBVrelated ACLF and healthy controls (MD=1.12, 95% CI:-1.42, 3.66, P=0.39). Thus, it appears that ACLF patients do not have a higher level of CD4+CD25+ Treg cells than CHB patients or healthy controls. However, the ACLF patients did appear to have a significantly higher level of Th17 cells than both the CHB patients (MD=1.73, 95% CI:0.21, 3.26, P=0.03) and the healthy controls (MD=1.62, 95% CI:(0.52, 2.72, P=0.004). In addition, the ACLF patients also had significantly higher level than both the CHB patients (MD=11.69, 95%CI:1.98, 21.40, P=0.02) and the healthy controls (MD=13.17, 95% CI:1.38, 24.95, P=0.03)., Conclusion: CD4+CD25+ Treg cells may be an important protective factor in the progression and prognosis of HBV-related ACLF, while Thl7 cells and IL-6 may be risk factors for further progression and worsened prognosis.