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

被引:1
|
作者
Hermawan, Adam [1 ,2 ,3 ]
Putri, Herwandhani [2 ]
机构
[1] Univ Gadjah Mada Sekip Utara II, Fac Pharm, Dept Pharmaceut Chem, Lab Macromol Engn, Yogyakarta 55281, Indonesia
[2] Univ Gadjah Mada Sekip Utara II, Fac Pharm, Canc Chemoprevent Res Ctr, Yogyakarta 55281, Indonesia
[3] Univ Gadjah Mada Sekip Utara II, Fac Pharm, Lab Adv Pharmaceut Sci, APSLC Bldg, Yogyakarta 55281, Indonesia
关键词
Bone morphogenetic protein receptors; Breast cancer; Metastasis; Genetic; Epigenetic; JUVENILE POLYPOSIS; SURVIVAL ANALYSIS; DRUG-RESISTANCE; MUTATIONS; EXPRESSION; ACTIVIN; CONTRIBUTES; GENOMICS; DISEASE; BMPR2;
D O I
10.1007/s10528-023-10445-2
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页码:594 / 620
页数:27
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