Yu Runhong, Cheng Linna, Yang Shiwei, Liu Yufeng, Zhu Zunmin
Henan Provincial People's Hospital, Institute of Hematology of Henan Provincial People's Hospital, Zhengzhou, China.
Henan Provincial People's Hospital, Henan Key laboratory of Stem Cell Differentiation and Modification, Zhengzhou, China.
Front Oncol. 2022 Mar 17;12:848286. doi: 10.3389/fonc.2022.848286. eCollection 2022.
Non-Hodgkin's lymphoma (NHL) is the third most common malignant tumor among children. However, at initial NHL diagnosis, most cases are at an advanced stage because of nonspecific clinical manifestations and currently limited diagnostic methods. This study aimed to screen and verify potential serum biomarkers of pediatric NHL using isobaric tags for relative and absolute quantification (iTRAQ)-based proteomic analysis. Serum protein expression profiles from children with B-NHL (n=20) and T-NHL (n=20) and healthy controls (n=20) were detected by utilizing iTRAQ in combination with two-dimensional liquid chromatography-tandem mass spectrometry (2D LC-MS/MS) and analyzed by applying Ingenuity Pathway Analysis (IPA). The candidate biomarkers S100A8 and LRG1 were further validated by using enzyme-linked immunosorbent assays (ELISAs). Receiver operating characteristic (ROC) analysis based on ELISA data was used to evaluate diagnostic efficacy. In total, 534 proteins were identified twice using iTRAQ combined with 2D LC-MS/MS. Further analysis identified 79 and 73 differentially expressed proteins in B-NHL and T-NHL serum, respectively, compared with control serum according to our defined criteria; 34 proteins were overexpressed and 45 proteins underexpressed in B-NHL, whereas 45 proteins were overexpressed and 28 proteins underexpressed in T-NHL ( < 0.05). IPA demonstrated a variety of signaling pathways, including acute phase response signaling and liver X receptor/retinoid X receptor (LXR/RXR) activation, to be strongly associated with pediatric NHL. S100A8 and LRG1 were elevated in NHL patients compared to normal controls according to ELISA ( < 0.05), which was consistent with iTRAQ results. The areas under the ROC curves of S100A8, LRG1, and the combination of S100A8 and LRG1 were 0.873, 0.898 and 0.970, respectively. Our findings indicate that analysis of the serum proteome using iTRAQ combined with 2D LC-MS/MS is a feasible approach for biomarker discovery. Serum S100A8 and LRG1 are promising candidate biomarkers for pediatric NHL, and these differential proteins illustrate a novel pathogenesis and may be clinically helpful for NHL diagnosis in the future.
非霍奇金淋巴瘤(NHL)是儿童中第三常见的恶性肿瘤。然而,在NHL初诊时,由于临床表现不特异且目前诊断方法有限,大多数病例处于晚期。本研究旨在使用基于等压标签相对和绝对定量(iTRAQ)的蛋白质组学分析来筛选和验证儿童NHL的潜在血清生物标志物。通过将iTRAQ与二维液相色谱 - 串联质谱(2D LC-MS/MS)相结合,检测B-NHL患儿(n = 20)、T-NHL患儿(n = 20)和健康对照(n = 20)的血清蛋白表达谱,并应用 Ingenuity 通路分析(IPA)进行分析。通过酶联免疫吸附测定(ELISA)进一步验证候选生物标志物S100A8和LRG1。基于ELISA数据的受试者工作特征(ROC)分析用于评估诊断效能。使用iTRAQ结合2D LC-MS/MS共鉴定出534种蛋白质。进一步分析发现,根据我们定义的标准,与对照血清相比,B-NHL和T-NHL血清中分别有79种和73种差异表达蛋白质;在B-NHL中,34种蛋白质过表达,45种蛋白质低表达,而在T-NHL中,45种蛋白质过表达,28种蛋白质低表达(<0.05)。IPA显示多种信号通路,包括急性期反应信号通路和肝X受体/视黄酸X受体(LXR/RXR)激活,与儿童NHL密切相关。根据ELISA检测,与正常对照相比,NHL患者的S100A8和LRG1升高(<0.05),这与iTRAQ结果一致。S100A8、LRG1以及S100A8与LRG1组合的ROC曲线下面积分别为0.873、0.898和0.970。我们的研究结果表明,使用iTRAQ结合2D LC-MS/MS分析血清蛋白质组是发现生物标志物的可行方法。血清S100A8和LRG1是儿童NHL有前景的候选生物标志物,这些差异蛋白质阐明了一种新的发病机制,未来可能对NHL诊断具有临床帮助。