Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway.
Department of Public Health and Nursing, Norwegian University of Science and Technology, Trondheim, Norway.
Sci Rep. 2023 Nov 25;13(1):20760. doi: 10.1038/s41598-023-48216-z.
Lung cancer (LC) mortality rates are still increasing globally. As survival is linked to stage, there is a need to identify markers for earlier LC diagnosis and individualized treatment. The whole blood transcriptome of LC patients represents a source of potential LC biomarkers. We compared expression of > 60,000 genes in whole blood specimens taken from LC cases at diagnosis (n = 128) and controls (n = 62) using genome-wide RNA sequencing, and identified 14 candidate genes associated with LC. High expression of ANXA3, ARG1 and HP was strongly associated with lower survival in late-stage LC cases (hazard ratios (HRs) = 2.81, 2.16 and 2.54, respectively). We validated these markers in two independent population-based studies with pre-diagnostic whole blood specimens taken up to eight years prior to LC diagnosis (n = 163 cases, 184 matched controls). ANXA3 and ARG1 expression was strongly associated with LC in these specimens, especially with late-stage LC within two years of diagnosis (odds ratios (ORs) = 3.47 and 5.00, respectively). Additionally, blood CD4 T cells, NK cells and neutrophils were associated with LC at diagnosis and improved LC discriminative ability beyond candidate genes. Our results indicate that in whole blood, increased expression levels of ANXA3, ARG1 and HP are diagnostic and prognostic markers of late-stage LC.
肺癌(LC)死亡率在全球仍呈上升趋势。由于生存与分期相关,因此需要确定用于早期 LC 诊断和个体化治疗的标志物。LC 患者的全血转录组代表了潜在 LC 生物标志物的来源。我们使用全基因组 RNA 测序比较了来自诊断时 LC 病例(n=128)和对照组(n=62)的全血标本中超过 60,000 个基因的表达,确定了 14 个与 LC 相关的候选基因。在晚期 LC 病例中,ANXA3、ARG1 和 HP 的高表达与较低的生存率密切相关(危险比(HRs)分别为 2.81、2.16 和 2.54)。我们在两项独立的基于人群的研究中验证了这些标志物,这些研究使用了在 LC 诊断前长达八年采集的预诊断全血标本(n=163 例病例,184 例匹配对照)。在这些标本中,ANXA3 和 ARG1 的表达与 LC 强烈相关,尤其是在诊断后两年内的晚期 LC 中(比值比(ORs)分别为 3.47 和 5.00)。此外,血液 CD4 T 细胞、NK 细胞和中性粒细胞与 LC 的诊断相关,并在候选基因之外提高了 LC 的鉴别能力。我们的结果表明,在全血中,ANXA3、ARG1 和 HP 的表达水平升高是晚期 LC 的诊断和预后标志物。