Yajie Hu, Siyu Liu, Chunhui Cui, Xin Liu, Hui Li, Hong Liu, Shiyao Lu, Zhipeng Lu, Zhiwei Chen, Da Pang, Jian-Bing Fan, Dongmei Lin, Xianyu Zhang, Yu Sun
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Based on these two sets of data, we selected specific DNA methylation markers inferring HER2 status for both breast and gastric cancers and validated their performance in assisting HER2-status determination on a retrospective cohort with 496 breast cancer and 372 gastric cancer. HER2-Meth could well distinguish HER2 IHC0/1+ from HER2 IHC3+ cases in both breast cancer (AUC = 0.983, <i>n</i> = 130) and gastric cancer (AUC = 0.974, <i>n</i> = 63), also could effectively discriminate HER2 IHC2+/FISH+ from HER2 IHC2+/FISH- cases in equivocal situations for both breast cancer (test set AUC = 0.879, <i>n</i> = 74; validation set AUC = 0.875, n = 75) and gastric cancer (test set AUC = 0.910, <i>n</i> = 70; validation set AUC = 0.941, n = 71), outperforming regular <i>HER2</i> copy number test (An AUC of 0.793 for breast cancer and an AUC of 0.759 for gastric cancer) on HER2 IHC2+ cases. Furthermore, HER2-Meth demonstrated its potential for stratifying HER2-positive patients, enabling predictions regarding overall survivals, and the potential benefits of HER2-targeted therapies in breast cancer. The strong agreement observed between the methylation qPCR test and the results of IHC and FISH indicates significant potential for this approach as a complementary tool in guiding HER2-targeted therapies for patients with breast and gastric cancers.</p>","PeriodicalId":14728,"journal":{"name":"IUBMB Life","volume":"77 2","pages":""},"PeriodicalIF":3.7000,"publicationDate":"2025-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Enhanced HER2 status detection in breast and gastric cancers using surrogate DNA methylation markers\",\"authors\":\"Yajie Hu, Siyu Liu, Chunhui Cui, Xin Liu, Hui Li, Hong Liu, Shiyao Lu, Zhipeng Lu, Zhiwei Chen, Da Pang, Jian-Bing Fan, Dongmei Lin, Xianyu Zhang, Yu Sun\",\"doi\":\"10.1002/iub.70004\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>There is a limited understanding of specific DNA methylation patterns associated with HER2 overexpression in breast and gastric cancers. 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引用次数: 0
摘要
对乳腺癌和胃癌中与HER2过表达相关的特定DNA甲基化模式的了解有限。在这里,我们的目标是使用推断的DNA甲基化标记来解决问题。来自癌症基因组图谱(TCGA)的DNA甲基化数据分析了乳腺癌和胃癌的HER2状态。我们进一步应用靶向亚硫酸盐测序方法来详细描述HER2区域的DNA甲基化谱,覆盖7635个CpG位点。基于这两组数据,我们选择了特异性的DNA甲基化标记来推断乳腺癌和胃癌的HER2状态,并在496例乳腺癌和372例胃癌的回顾性队列中验证了它们在帮助确定HER2状态方面的性能。HER2- meth在两种乳腺癌(AUC = 0.983, n = 130)和胃癌(AUC = 0.974, n = 63)中均能较好地区分HER2 IHC0/1+和HER2 IHC3+病例,在两种乳腺癌的模糊情况下均能有效区分HER2 IHC2+/FISH+和HER2 IHC2+/FISH-病例(检验集AUC = 0.879, n = 74;验证集AUC = 0.875, n = 75)和胃癌(检验集AUC = 0.910, n = 70;验证集AUC = 0.941, n = 71),在HER2 IHC2+病例中优于常规HER2拷贝数检测(乳腺癌AUC为0.793,胃癌AUC为0.759)。此外,HER2-Meth显示了其对her2阳性患者分层的潜力,能够预测总体生存率,以及her2靶向治疗乳腺癌的潜在益处。甲基化qPCR检测与IHC和FISH结果之间的强烈一致性表明,该方法作为指导乳腺癌和胃癌患者her2靶向治疗的补充工具具有重大潜力。
Enhanced HER2 status detection in breast and gastric cancers using surrogate DNA methylation markers
There is a limited understanding of specific DNA methylation patterns associated with HER2 overexpression in breast and gastric cancers. Here we aim to solve the problem using inferred DNA methylation markers. DNA methylation data from The Cancer Genome Atlas (TCGA) were analyzed for breast and gastric cancers regarding HER2 status. We further applied a targeted bisulfite sequencing approach to elaborate the DNA methylation profile of the HER2 region, covering 7635 CpG sites. Based on these two sets of data, we selected specific DNA methylation markers inferring HER2 status for both breast and gastric cancers and validated their performance in assisting HER2-status determination on a retrospective cohort with 496 breast cancer and 372 gastric cancer. HER2-Meth could well distinguish HER2 IHC0/1+ from HER2 IHC3+ cases in both breast cancer (AUC = 0.983, n = 130) and gastric cancer (AUC = 0.974, n = 63), also could effectively discriminate HER2 IHC2+/FISH+ from HER2 IHC2+/FISH- cases in equivocal situations for both breast cancer (test set AUC = 0.879, n = 74; validation set AUC = 0.875, n = 75) and gastric cancer (test set AUC = 0.910, n = 70; validation set AUC = 0.941, n = 71), outperforming regular HER2 copy number test (An AUC of 0.793 for breast cancer and an AUC of 0.759 for gastric cancer) on HER2 IHC2+ cases. Furthermore, HER2-Meth demonstrated its potential for stratifying HER2-positive patients, enabling predictions regarding overall survivals, and the potential benefits of HER2-targeted therapies in breast cancer. The strong agreement observed between the methylation qPCR test and the results of IHC and FISH indicates significant potential for this approach as a complementary tool in guiding HER2-targeted therapies for patients with breast and gastric cancers.
期刊介绍:
IUBMB Life is the flagship journal of the International Union of Biochemistry and Molecular Biology and is devoted to the rapid publication of the most novel and significant original research articles, reviews, and hypotheses in the broadly defined fields of biochemistry, molecular biology, cell biology, and molecular medicine.