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全面的生物信息学分析 TSC22D 结构域家族基因在成人急性髓系白血病中的表达及预后意义。

Comprehensive bioinformatic analysis of the expression and prognostic significance of TSC22D domain family genes in adult acute myeloid leukemia.

机构信息

The First Central Clinical School, Tianjin Medical University, Tianjin, 300192, China.

Department of Hematology, Shanxi Fenyang Hospital, Fenyang, 032200, China.

出版信息

BMC Med Genomics. 2023 May 27;16(1):117. doi: 10.1186/s12920-023-01550-7.

Abstract

BACKGROUND

TSC22D domain family genes, including TSC22D1-4, play a principal role in cancer progression. However, their expression profiles and prognostic significance in adult acute myeloid leukemia (AML) remain unknown.

METHODS

The online databases, including HPA, CCLE, EMBL-EBI, GEPIA2, BloodSpot, GENT2, UCSCXenaShiny, GSCALite, cBioportal, and GenomicScape, utilized the data of TCGA and GEO to investigate gene expression, mutation, copy number variation (CNV), and prognostic significance of the TSC22D domain family in adult AML. Computational analysis of resistance (CARE) was used to explore the effect of TSC22D3 expression on drug response. Functional enrichment analysis of TSC22D3 was performed in the TRRUST Version 2 database. The STRING, Pathway Commons, and AnimalTFDB3.0 databases were used to investigate the protein-protein interaction (PPI) network of TSC22D3. Harmonizome was used to predict target genes and kinases regulated by TSC22D3. The StarBase v2.0 and CancermiRNome databases were used to predict miRNAs regulated by TSC22D3. UCSCXenaShiny was used to investigate the correlation between TSC22D3 expression and immune infiltration.

RESULTS

Compared with normal adult hematopoietic stem cells (HSCs), the expression of TSC22D3 and TSC22D4 in adult AML tissues was markedly up-regulated, whereas TSC22D1 expression was markedly down-regulated. The expression of TSC22D1 and TSC22D3 was significantly increased in adult AML tissues compared to normal adult tissues. High TSC22D3 expression was significantly associated with poor overall survival (OS) and event-free survival (EFS) in adult AML patients. Univariate and multivariate Cox analysis showed that overexpression of TSC22D3 was independently associated with adverse OS of adult AML patients. High TSC22D3 expression had a adverse impact on OS and EFS of adult AML patients in the chemotherapy group. TSC22D3 expression correlated with drug resistance to BCL2 inhibitors. Functional enrichment analysis indicated that TSC22D3 might promote AML progression. MIR143-3p sponging TSC22D3 might have anti-leukemia effect in adult AML.

CONCLUSIONS

A significant increase in TSC22D3 expression was observed in adult AML tissues compared to normal adult HSCs and tissues. The prognosis of adult AML patients with high TSC22D3 expression was unfavorable, which could severe as a new prognostic biomarker and potential target for adult AML.

摘要

背景

TSC22D 结构域家族基因,包括 TSC22D1-4,在癌症进展中发挥主要作用。然而,它们在成人急性髓系白血病(AML)中的表达谱和预后意义尚不清楚。

方法

利用 HPA、CCLE、EMBL-EBI、GEPIA2、BloodSpot、GENT2、UCSCXenaShiny、GSCALite、cBioportal 和 GenomicScape 等在线数据库,通过 TCGA 和 GEO 数据,研究 TSC22D 结构域家族在成人 AML 中的基因表达、突变、拷贝数变异(CNV)和预后意义。利用计算药物抗性分析(CARE)探讨 TSC22D3 表达对药物反应的影响。在 TRRUST Version 2 数据库中对 TSC22D3 进行功能富集分析。利用 STRING、Pathway Commons 和 AnimalTFDB3.0 数据库研究 TSC22D3 的蛋白质-蛋白质相互作用(PPI)网络。利用 Harmonizome 预测 TSC22D3 调控的靶基因和激酶。利用 StarBase v2.0 和 CancermiRNome 数据库预测 TSC22D3 调控的 miRNA。利用 UCSCXenaShiny 研究 TSC22D3 表达与免疫浸润的相关性。

结果

与正常成人造血干细胞(HSCs)相比,成人 AML 组织中 TSC22D3 和 TSC22D4 的表达明显上调,而 TSC22D1 的表达明显下调。与正常成人组织相比,成人 AML 组织中 TSC22D1 和 TSC22D3 的表达显著增加。高 TSC22D3 表达与成人 AML 患者的总生存(OS)和无事件生存(EFS)不良显著相关。单因素和多因素 Cox 分析表明,TSC22D3 过表达与成人 AML 患者不良 OS 独立相关。高 TSC22D3 表达对成人 AML 患者化疗组的 OS 和 EFS 有不良影响。TSC22D3 表达与 BCL2 抑制剂的耐药性相关。功能富集分析表明,TSC22D3 可能促进 AML 进展。MIR143-3p 可能通过海绵吸附 TSC22D3 发挥抗白血病作用。

结论

与正常成人 HSCs 和组织相比,成人 AML 组织中 TSC22D3 表达明显增加。高 TSC22D3 表达的成人 AML 患者预后不良,可作为新的预后生物标志物和成人 AML 的潜在治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff5a/10224341/9cceab597acd/12920_2023_1550_Fig1_HTML.jpg

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