Khan Mohammad Shahbaz, Hanif Waqar, Alsakhen Nada, Jabbar Basit, Shamkh Israa M, Alsaiari Ahad Amer, Almehmadi Mazen, Alghamdi Saad, Shakoori Afnan, Al Farraj Dunia A, Almutairi Saeedah Musaed, Hussein Issa Mohammed Yasser, Abouzied Amr S, Rehman Aziz-Ur, Huwaimel Bader
Children's National Hospital, Washington, DC, United States.
Department of Bioinformatics, Department of Sciences, School of Interdisciplinary Engineering & Science (SINES), National University of Sciences and Technology (NUST), Islamabad, Pakistan.
Front Genet. 2023 Oct 13;14:1230998. doi: 10.3389/fgene.2023.1230998. eCollection 2023.
Estrogen receptor breast cancer (BC) is characterized by the expression of estrogen receptors. It is the most common cancer among women, with an incidence rate of 2.26 million cases worldwide. The aim of this study was to identify differentially expressed genes and isoform switching between estrogen receptor positive and triple negative BC samples. The data were collected from ArrayExpress, followed by preprocessing and subsequent mapping from HISAT2. Read quantification was performed by StringTie, and then R package ballgown was used to perform differential expression analysis. Functional enrichment analysis was conducted using Enrichr, and then immune genes were shortlisted based on the ScType marker database. Isoform switch analysis was also performed using the IsoformSwitchAnalyzeR package. A total of 9,771 differentially expressed genes were identified, of which 86 were upregulated and 117 were downregulated. Six genes were identified as mainly associated with estrogen receptor positive BC, while a novel set of ten genes were found which have not previously been reported in estrogen receptor positive BC. Furthermore, alternative splicing and subsequent isoform usage in the immune system related genes were determined. This study identified the differential usage of isoforms in the immune system related genes in cancer cells that suggest immunosuppression due to the dysregulation of CXCR chemokine receptor binding, iron ion binding, and cytokine activity.
雌激素受体乳腺癌(BC)的特征在于雌激素受体的表达。它是女性中最常见的癌症,全球发病率为226万例。本研究的目的是鉴定雌激素受体阳性和三阴性BC样本之间的差异表达基因和异构体转换。数据从ArrayExpress收集,随后进行预处理并从HISAT2进行后续映射。通过StringTie进行读数定量,然后使用R包ballgown进行差异表达分析。使用Enrichr进行功能富集分析,然后根据ScType标记数据库筛选免疫基因。还使用IsoformSwitchAnalyzeR包进行异构体转换分析。共鉴定出9771个差异表达基因,其中86个上调,117个下调。六个基因被确定为主要与雌激素受体阳性BC相关,而发现了一组以前在雌激素受体阳性BC中未报道过的十个新基因。此外,还确定了免疫系统相关基因中的可变剪接和随后的异构体使用情况。本研究确定了癌细胞中免疫系统相关基因异构体的差异使用情况,这表明由于CXCR趋化因子受体结合、铁离子结合和细胞因子活性失调导致免疫抑制。