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骨形成蛋白受体在转移性乳腺癌中的遗传和表观遗传改变的生物信息学分析。

Bioinformatics Analysis of the Genetic and Epigenetic Alterations of Bone Morphogenetic Protein Receptors in Metastatic Breast Cancer.

机构信息

Laboratory of Macromolecular Engineering, Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Universitas Gadjah Mada Sekip Utara II, 55281, Yogyakarta, Indonesia.

Cancer Chemoprevention Research Center, Faculty of Pharmacy, Universitas Gadjah Mada Sekip Utara II, 55281, Yogyakarta, Indonesia.

出版信息

Biochem Genet. 2024 Apr;62(2):594-620. doi: 10.1007/s10528-023-10445-2. Epub 2023 Jul 24.

Abstract

The leading cause of mortality in patients with breast cancer is metastasis, and bone morphogenetic protein (BMP) signaling activation regulates metastasis in breast cancer. This study explored the genetic and epigenetic modification of BMP receptor genes associated with metastatic breast cancer cells using bioinformatics. The genetic and epigenetic alterations of BMP receptors (BMPR1A, BMPR1B, BMPR2, ACVR2A, ACVR1, ACVR2B, ACVR1B, HJV, and ENG) were examined using cBioportal and methSurv, respectively. mRNA expression was analyzed using TNM plot and bcgenex, and protein expression was studied using Human Protein Atlas. Prognostic value and ROC were investigated using Kaplan-Meier (KM) and ROC plot, respectively. Finally, mutant function was predicted using several databases, including PolyPhen-2, FATHMM, Mutation Assessor, and PredictSNP. Oncoprint analysis showed genetic alterations in BMPR1A (39%), BMPR1B (13%), BMPR2 (34%), ACVR2A (14%), ACVR1 (7%), ACVR2B (13), ACVR1B (35%), HJV (40%), and ENG (33%) across the patients with breast cancer in The Metastatic Breast Cancer Project. The mRNA and protein levels of BMPR2 were increased in metastatic breast tumor tissues compared with those in normal and breast tumor tissues. BMPR1A and BMPR2 showed the highest and lowest levels of epigenetic alterations among the BMP receptors, respectively. The patients with breast cancer who had low levels of BMPR2 had a better overall survival (OS) than those with high levels of BMPR2. Functional mutation prediction showed that mutants in BMPR2 (R272L, E274K, and L685F), ACVR2A (S127L), and ACVR1B (R484H), are deleterious, probably damaging, and possess a cancer phenotype. ROC plot revealed no BMP receptors correlated with endocrine therapy sensitivity. BMPR1B, BMPR2, and ACVR2A levels were significantly linked as moderate prediction of anti-HER2, BMPR2, and ACVR1B demonstrated moderate predictive potential for chemotherapy sensitivity. This study contributed in fully comprehending the significance of genetic and epigenetic alterations in BMP receptors and BMP signaling in metastatic breast cancer cells for the development of breast cancer treatment plans.

摘要

乳腺癌患者死亡的主要原因是转移,骨形态发生蛋白(BMP)信号的激活调节乳腺癌的转移。本研究使用生物信息学方法探讨与转移性乳腺癌细胞相关的 BMP 受体基因的遗传和表观遗传修饰。使用 cBioportal 和 methSurv 分别检查 BMP 受体(BMPR1A、BMPR1B、BMPR2、ACVR2A、ACVR1、ACVR2B、ACVR1B、HJV 和 ENG)的遗传和表观遗传改变。使用 TNM plot 和 bcgenex 分析 mRNA 表达,使用 Human Protein Atlas 研究蛋白质表达。使用 Kaplan-Meier(KM)和 ROC 图分别研究预后价值和 ROC。最后,使用 PolyPhen-2、FATHMM、Mutation Assessor 和 PredictSNP 等多个数据库预测突变功能。Oncoprint 分析显示,在转移性乳腺癌项目中,乳腺癌患者的 BMPR1A(39%)、BMPR1B(13%)、BMPR2(34%)、ACVR2A(14%)、ACVR1(7%)、ACVR2B(13%)、ACVR1B(35%)、HJV(40%)和 ENG(33%)存在基因改变。与正常和乳腺肿瘤组织相比,转移性乳腺癌肿瘤组织中 BMPR2 的 mRNA 和蛋白质水平增加。BMPR1A 和 BMPR2 分别是 BMP 受体中遗传改变水平最高和最低的。BMPR2 水平较低的乳腺癌患者的总生存期(OS)优于 BMPR2 水平较高的患者。功能突变预测显示,BMPR2(R272L、E274K 和 L685F)、ACVR2A(S127L)和 ACVR1B(R484H)中的突变体是有害的,可能是有害的,并且具有癌症表型。ROC 图显示没有 BMP 受体与内分泌治疗敏感性相关。BMPR1B、BMPR2 和 ACVR2A 水平显著相关,提示抗 HER2、BMPR2 和 ACVR1B 具有中度预测潜能,提示化疗敏感性。本研究有助于全面理解 BMP 受体和 BMP 信号在转移性乳腺癌细胞中的遗传和表观遗传改变在乳腺癌治疗方案制定中的意义。

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