Survival analyses demonstrated consistent trends toward reduced overall survival among patients with unfavorable biomarker profiles, including high IL-6/IL-10 ratio, low CD8 + /Treg ratio, low M1/M2 ratio, and elevated ctDNA VAF, although some comparisons did not reach statistical significance ( Figure 4 ).
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Multidimensional biomarker profiling of bronchoalveolar lavage fluid for diagnostic and prognostic evaluation of lung cancer: a retrospective observational study.
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