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LGALS3 与 CD74 相连,形成了一个以前未知的蛋白质网络,与 AML 患者的不良生存相关。

LGALS3 is connected to CD74 in a previously unknown protein network that is associated with poor survival in patients with AML.

机构信息

Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, TX, USA; Division of Molecular Hematology and Therapy, University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Department of Biomechanical Engineering, University Texas San Antonio, San Antonio, TX, USA.

出版信息

EBioMedicine. 2019 Jun;44:126-137. doi: 10.1016/j.ebiom.2019.05.025. Epub 2019 May 16.

Abstract

BACKGROUND

Galectin 3 (LGALS3) gene expression is associated with poor survival in acute myeloid leukemia (AML) but the prognostic impact of LGALS3 protein expression in AML is unknown. LGALS3 supports diverse survival pathways including RAS mediated cascades, protein expression and stability of anti-apoptotic BCL2 family members, and activation of proliferative pathways including those mediated by beta Catenin. CD74 is a positive regulator of CD44 and CXCR4 signaling and this molecule may be critical for AML stem cell function. At present, the role of LGALS3 and CD74 in AML is unclear. In this study, we examine protein expression of LGALS3 and CD74 by reverse phase protein analysis (RPPA) and identify new protein networks associated with these molecules. In addition, we determine prognostic potential of LGALS3, CD74, and their protein networks for clinical correlates in AML patients.

METHODS

RPPA was used to determine relative expression of LGALS3, CD74, and 229 other proteins in 231 fresh AML patient samples and 205 samples were from patients who were treated and evaluable for outcome. Pearson correlation analysis was performed to identify proteins associated with LGALS3 and CD74. Progeny clustering was performed to generate protein networks. String analysis was performed to determine protein:protein interactions in networks and to perform gene ontology analysis. Kaplan-Meir method was used to generate survival curves.

FINDINGS

LGALS3 is highest in monocytic AML patients and those with elevated LGALS3 had significantly shorter remission duration compared to patients with lower LGALS3 levels (median 21.9 vs 51.3 weeks, p = 0.016). Pearson correlation of LGALS3 with 230 other proteins identifies a distinct set of 37 proteins positively correlated with LGALS3 expression levels with a high representation of proteins involved in AKT and ERK signaling pathways. Thirty-one proteins were negatively correlated with LGALS3 including an AKT phosphatase. Pearson correlation of proteins associated with CD74 identified 12 proteins negatively correlated with CD74 and 16 proteins that are positively correlated with CD74. CD74 network revealed strong association with CD44 signaling and a high representation of apoptosis regulators. Progeny clustering was used to build protein networks based on LGALS3 and CD74 associated proteins. A strong relationship of the LGALS3 network with the CD74 network was identified. For AML patients with both the LGALS3 and CD74 protein cluster active, median overall survival was only 24.3 weeks, median remission duration was 17.8 weeks, and no patient survived beyond one year.

INTERPRETATION

The findings from this study identify for the first time protein networks associated with LGALS3 and CD74 in AML. Each network features unique pathway characteristics. The data also suggest that the LGALS3 network and the CD74 network each support AML cell survival and the two networks may cooperate in a novel high risk AML population. FUND: Leukemia Lymphoma Society provided funds to SMK for RPPA study of AML patient population. Texas Leukemia provided funds to PPR and SMK to study CD74 and LGALS3 expression in AML patients using RPPA. No payment was involved in the production of this manuscript.

摘要

背景

半乳糖凝集素 3(LGALS3)基因的表达与急性髓系白血病(AML)的不良生存相关,但 LGALS3 蛋白在 AML 中的表达的预后影响尚不清楚。LGALS3 支持多种生存途径,包括 RAS 介导的级联反应、抗凋亡 BCL2 家族成员的蛋白表达和稳定性,以及包括β-连环蛋白介导的增殖途径的激活。CD74 是 CD44 和 CXCR4 信号的正调节剂,该分子可能对 AML 干细胞功能至关重要。目前,LGALS3 和 CD74 在 AML 中的作用尚不清楚。在这项研究中,我们通过反相蛋白分析(RPPA)检测 LGALS3 和 CD74 的蛋白表达,并确定与这些分子相关的新蛋白网络。此外,我们确定了 LGALS3、CD74 及其蛋白网络在 AML 患者的临床相关因素中的预后潜力。

方法

在 231 名新鲜 AML 患者样本和 205 名可评估治疗结果的患者样本中,使用 RPPA 确定 LGALS3、CD74 和 229 种其他蛋白质的相对表达。通过 Pearson 相关性分析确定与 LGALS3 和 CD74 相关的蛋白质。进行后代聚类以生成蛋白网络。进行 String 分析以确定网络中的蛋白-蛋白相互作用,并进行基因本体分析。使用 Kaplan-Meier 方法生成生存曲线。

结果

LGALS3 在单核细胞性 AML 患者中最高,LGALS3 水平升高的患者缓解持续时间明显短于 LGALS3 水平较低的患者(中位数 21.9 周与 51.3 周,p=0.016)。LGALS3 与 230 种其他蛋白的 Pearson 相关性确定了一组独特的与 LGALS3 表达水平呈正相关的 37 种蛋白,其中包括涉及 AKT 和 ERK 信号通路的蛋白的高代表。有 31 种蛋白与 LGALS3 呈负相关,包括一种 AKT 磷酸酶。与 CD74 相关的蛋白的 Pearson 相关性确定了与 CD74 呈负相关的 12 种蛋白和与 CD74 呈正相关的 16 种蛋白。CD74 网络与 CD44 信号密切相关,并且凋亡调节剂的代表性很高。基于 LGALS3 和 CD74 相关蛋白进行了后代聚类以构建蛋白网络。确定了 LGALS3 网络与 CD74 网络之间的强关系。对于同时具有 LGALS3 和 CD74 蛋白簇活性的 AML 患者,中位总生存期仅为 24.3 周,中位缓解持续时间为 17.8 周,没有患者存活超过一年。

解释

本研究首次确定了与 AML 中 LGALS3 和 CD74 相关的蛋白网络。每个网络都具有独特的通路特征。数据还表明,LGALS3 网络和 CD74 网络都支持 AML 细胞的存活,并且这两个网络可能在新型高危 AML 人群中合作。资金:白血病淋巴瘤协会为 SMK 提供资金,用于对 AML 患者人群进行 RPPA 研究。德克萨斯白血病协会为 PPR 和 SMK 提供资金,用于使用 RPPA 研究 AML 患者中 CD74 和 LGALS3 的表达。在制作本手稿的过程中没有涉及付款。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/41a3/6604360/11329a68cd8e/gr1.jpg

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