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长链非编码RNA MIAT作为乳腺癌诊断的无创生物标志物并与免疫浸润相关

LncRNA MIAT Services as a Noninvasive Biomarker for Diagnosis and Correlated with Immune Infiltrates in Breast Cancer.

作者信息

Ye Ting, Feng Jia, Cui Meng, Yang Jia, Wan Xue, Xie Dan, Liu Jinbo

机构信息

Department of Laboratory Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, 646000, People's Republic of China.

Department of Laboratory Medicine, The Leshan People's Hospital, Luzhou, Sichuan, 614000, People's Republic of China.

出版信息

Int J Womens Health. 2021 Oct 22;13:991-1004. doi: 10.2147/IJWH.S312714. eCollection 2021.

DOI:10.2147/IJWH.S312714
PMID:34712062
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8548061/
Abstract

BACKGROUND

Myocardial infarction associated transcript (MIAT) is identified as a long chain non-coding RNA (lncRNA), which was associated with myocardial infarction susceptibility. While intense efforts have been made to elucidate the relationship between MIAT and carcinogenesis, the tumor immunoreaction of MIAT remains elusive. Thus, this study aimed to investigate the role of MIAT in the immunoregulation of breast cancer (BC) and further explore the better clinical significance.

METHODS

The differential expression of MIAT between BC and normal/adjacent tissues was compared using Wilcoxon rank sum test. The diagnostic and prognostic values of elevated MIAT expression in BC tissues were unveiled via receiver operating characteristic (ROC) analysis and KM-plotter analysis. Limma and edgeR package were used to identify differentially expressed genes (DEGs) and microRNAs (DEMs) from TCGA database respectively. A co-expression dataset was constructed to comprehensively understand the relationship between MIAT and DEGs based on the Pearson correlation coefficient. Furthermore, GO and KEGG analyses were conducted to predict the potential functions of MIAT. We next intersected immune-related genes (IRGs) from ImmPort database with MIAT-co-expressed genes to obtain MIAT-co-expressed IRGs, in order to construct MIAT-microRNA (miRNA)-mRNA network. And the correlation between MIAT and tumor-infiltrating immune cells (TICs) and immunophenoscore (IPS) analysis was analyzed by TIMER and CIBERSORT. Finally, the reverse transcription quantitative real-time polymerase chain reaction (RT-qPCR) was used to detect the expression profiles of MIAT in serum samples.

RESULTS

The expression levels of MIAT were notably higher in BC than in normal or adjacent tissues. And MIAT expression could be used as a prognostic indicator of mortality risk in patients with BC in different aspects. Moreover, the enrichment analyses suggested that MIAT was strongly involved in BC immune response. In addition, TIMER database and CIBERSORT analyses indicated that MIAT was significantly correlated with 13 types of TICs (B cells, dendritic cells, neutrophils, CD8 T cells, CD4 memory resting T cells, CD4 memory activated T cells, gamma delta T cells, M1 macrophages, plasma cells, activated NK cells, monocytes, M2 macrophages, activated mast cells). Simultaneously, the IPS analysis implied that the higher the MIAT expression, the better the immunotherapy effect. The ROC curve analysis showed that the area under the curve (AUC) value of MIAT was 0.86 (sensitivity = 87.80%, specificity = 75.61%). And the high MIAT expression in serum was positive related to TNM stage ( = 0.032) and lymph node metastasis ( = 0.028).

CONCLUSION

MIAT may be a valuable noninvasive diagnostic biomarker for BC and is associated with tumor-infiltrating immune cells in tumor microenvironment, suggesting MIAT as a potential target for future treatment of BC.

摘要

背景

心肌梗死相关转录本(MIAT)被鉴定为一种长链非编码RNA(lncRNA),其与心肌梗死易感性相关。尽管人们已付出巨大努力来阐明MIAT与肿瘤发生之间的关系,但MIAT的肿瘤免疫反应仍不清楚。因此,本研究旨在探讨MIAT在乳腺癌(BC)免疫调节中的作用,并进一步探索其更好的临床意义。

方法

采用Wilcoxon秩和检验比较BC组织与正常/相邻组织中MIAT的差异表达。通过受试者工作特征(ROC)分析和KM-plotter分析揭示BC组织中MIAT表达升高的诊断和预后价值。分别使用Limma和edgeR软件包从TCGA数据库中鉴定差异表达基因(DEGs)和微小RNA(DEMs)。基于Pearson相关系数构建共表达数据集,以全面了解MIAT与DEGs之间的关系。此外,进行基因本体(GO)和京都基因与基因组百科全书(KEGG)分析以预测MIAT的潜在功能。接下来,我们将ImmPort数据库中的免疫相关基因(IRGs)与MIAT共表达基因进行交集分析,以获得MIAT共表达IRGs,从而构建MIAT-微小RNA(miRNA)-mRNA网络。并通过TIMER和CIBERSORT分析MIAT与肿瘤浸润免疫细胞(TICs)和免疫表型评分(IPS)之间的相关性。最后,采用逆转录定量实时聚合酶链反应(RT-qPCR)检测血清样本中MIAT的表达谱。

结果

BC组织中MIAT的表达水平显著高于正常或相邻组织。并且MIAT表达可在不同方面作为BC患者死亡风险的预后指标。此外,富集分析表明MIAT强烈参与BC免疫反应。另外,TIMER数据库和CIBERSORT分析表明,MIAT与13种TICs(B细胞、树突状细胞、中性粒细胞、CD8 T细胞、CD4记忆静止T细胞、CD4记忆活化T细胞、γδ T细胞、M1巨噬细胞、浆细胞、活化NK细胞、单核细胞、M2巨噬细胞、活化肥大细胞)显著相关。同时,IPS分析表明MIAT表达越高,免疫治疗效果越好。ROC曲线分析显示,MIAT的曲线下面积(AUC)值为0.86(灵敏度 = 87.80%,特异性 = 75.61%)。血清中MIAT高表达与TNM分期(P = 0.032)和淋巴结转移(P = 0.028)呈正相关。

结论

MIAT可能是BC一种有价值的非侵入性诊断生物标志物,并且与肿瘤微环境中的肿瘤浸润免疫细胞相关,提示MIAT作为未来BC治疗的潜在靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d43f/8548061/0b3b3816dc35/IJWH-13-991-g0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d43f/8548061/5c0b6ba84178/IJWH-13-991-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d43f/8548061/1429cfad8e95/IJWH-13-991-g0002.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d43f/8548061/0e3f35682831/IJWH-13-991-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d43f/8548061/d75e58cfd426/IJWH-13-991-g0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d43f/8548061/0b3b3816dc35/IJWH-13-991-g0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d43f/8548061/5c0b6ba84178/IJWH-13-991-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d43f/8548061/1429cfad8e95/IJWH-13-991-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d43f/8548061/9412ff1d46f7/IJWH-13-991-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d43f/8548061/0e3f35682831/IJWH-13-991-g0004.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d43f/8548061/0b3b3816dc35/IJWH-13-991-g0006.jpg

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