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血清蛋白质组学分析显示 MTA2 和 AGO2 可能是多发性骨髓瘤疾病活动和不良预后相关的潜在预后生物标志物。

Serum proteomic profiling reveals MTA2 and AGO2 as potential prognostic biomarkers associated with disease activity and adverse outcomes in multiple myeloma.

机构信息

Graduate Program in Biomedical Sciences, Faculty of Allied Health Sciences, Thammasat University, Bangkok, Pathumthani, Thailand.

Division of Hematology, Department of Medicine, Phramongkutklao Hospital, Bangkok, Thailand.

出版信息

PLoS One. 2022 Dec 1;17(12):e0278464. doi: 10.1371/journal.pone.0278464. eCollection 2022.

Abstract

Multiple myeloma (MM) is an incurable plasma cell malignancy accounting for approximately 10% of hematological malignancies. Identification of reliable biomarkers for better diagnosis and prognosis remains a major challenge. This study aimed to identify potential serum prognostic biomarkers corresponding to MM disease activity and evaluate their impact on patient outcomes. Serum proteomic profiles of patients with MM and age-matched controls were performed using LC-MS/MS. In the verification and validation phases, the concentration of the candidate biomarkers was measured using an ELISA technique. In addition, the association of the proposed biomarkers with clinical outcomes was assessed. We identified 23 upregulated and 15 downregulated proteins differentially expressed in newly diagnosed and relapsed/refractory MM patients compared with MM patients who achieved at least a very good partial response to treatment (≥VGPR). The top two candidate proteins, metastasis-associated protein-2 (MTA2) and argonaute-2 (AGO2), were selected for further verification and validation studies. Both MTA2 and AGO2 showed significantly higher levels in the disease-active states than in the remission states (p < 0.001). Regardless of the patient treatment profile, high MTA2 levels were associated with shorter progression-free survival (p = 0.044; HR = 2.48; 95% CI, 1.02 to 6.02). Conversely, high AGO2 levels were associated with IgG and kappa light-chains isotypes and an occurrence of bone involvement features (p < 0.05) and were associated with prolonged time to response (p = 0.045; HR = 3.00; 95% CI, 1.03 to 8.76). Moreover, the analytic results using a publicly available NCBI GEO dataset revealed that AGO2 overexpression was associated with shorter overall survival among patients with MM (p = 0.032, HR = 1.60, 95% CI, 1.04 to 2.46). In conclusion, MTA2 and AGO2 proteins were first identified as potential biomarkers that reflect disease activity, provide prognostic values and could serve as non-invasive indicators for disease monitoring and outcome predicting among patients with MM.

摘要

多发性骨髓瘤(MM)是一种无法治愈的浆细胞恶性肿瘤,约占血液系统恶性肿瘤的 10%。寻找可靠的生物标志物以进行更好的诊断和预后仍然是一个主要挑战。本研究旨在鉴定与 MM 疾病活动相关的潜在血清预后生物标志物,并评估它们对患者结局的影响。使用 LC-MS/MS 对 MM 患者和年龄匹配对照者的血清蛋白质组谱进行分析。在验证和确认阶段,使用 ELISA 技术测量候选生物标志物的浓度。此外,评估所提出的生物标志物与临床结局的相关性。我们鉴定出 23 种在新发和复发/难治性 MM 患者中与至少达到非常好的部分缓解(≥VGPR)的 MM 患者相比表达上调和 15 种表达下调的蛋白。选择前两个候选蛋白,转移相关蛋白-2(MTA2)和 Argonaute-2(AGO2)进行进一步验证和确认研究。无论患者的治疗情况如何,MTA2 和 AGO2 在疾病活动状态下的水平均显著高于缓解状态(p<0.001)。高 MTA2 水平与无进展生存期较短相关(p=0.044;HR=2.48;95%CI,1.02 至 6.02),与患者的治疗方案无关。相反,高 AGO2 水平与 IgG 和κ轻链同种型以及发生骨累及特征相关(p<0.05),并与获得缓解的时间延长相关(p=0.045;HR=3.00;95%CI,1.03 至 8.76)。此外,使用公共可用的 NCBI GEO 数据集进行的分析结果表明,AGO2 过表达与 MM 患者的总生存期较短相关(p=0.032,HR=1.60,95%CI,1.04 至 2.46)。总之,MTA2 和 AGO2 蛋白首次被鉴定为潜在的生物标志物,可反映疾病活动度,提供预后价值,并可作为 MM 患者疾病监测和预后预测的非侵入性指标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/60d8/9714744/67e39c042d0e/pone.0278464.g001.jpg

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