Unraveling the causal links and novel molecular classification of Crohn’s disease in breast Cancer: a two-sample mendelian randomization and transcriptome analysis with prognostic modeling
{"title":"Unraveling the causal links and novel molecular classification of Crohn’s disease in breast Cancer: a two-sample mendelian randomization and transcriptome analysis with prognostic modeling","authors":"Xin Yu, Yushuai Yu, Xiewei Huang, Zirong Jiang, Qing Wang, Xiaoqin Yu, Chuangui Song","doi":"10.1186/s12885-024-12838-x","DOIUrl":null,"url":null,"abstract":"Crohn’s disease (CD), a prominent manifestation of chronic gastrointestinal inflammation, and breast cancer (BC), seemingly disparate in the medical domain, exhibit a shared characteristic. This convergence arises from their involvement in chronic inflammation and immune responses, an aspect that has progressively captivated the attention of investigators but remain controversial. We used two-sample Mendelian Randomization (MR) and transcriptomics to explore the relationship between CD and BC. MR assessed causality of CD on different BC subtypes and reverse causality of BC on CD. We identified CD-related differentially expressed genes and their prognostic impact on BC, and developed a new molecular BC classification based on these key genes. MR revealed a causal link between CD and increased BC risk, especially in estrogen receptor-positive (ER+) patients, but not in ER-negative (ER-) cases. BC showed no causal effect on CD. Transcriptomics pinpointed genes like B4GALNT2 and FGF19 that affected BC prognosis in CD patients. A nomogram based on these genes predicted BC outcomes with high accuracy. Using these genes, a new molecular classification of BC patients was proposed. CD is a risk factor for ER + BC but not for ER- BC. BC does not causally affect CD. Our prognostic model and new BC molecular classifications offer insights for personalized treatment strategies.","PeriodicalId":9131,"journal":{"name":"BMC Cancer","volume":null,"pages":null},"PeriodicalIF":3.4000,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Cancer","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12885-024-12838-x","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Crohn’s disease (CD), a prominent manifestation of chronic gastrointestinal inflammation, and breast cancer (BC), seemingly disparate in the medical domain, exhibit a shared characteristic. This convergence arises from their involvement in chronic inflammation and immune responses, an aspect that has progressively captivated the attention of investigators but remain controversial. We used two-sample Mendelian Randomization (MR) and transcriptomics to explore the relationship between CD and BC. MR assessed causality of CD on different BC subtypes and reverse causality of BC on CD. We identified CD-related differentially expressed genes and their prognostic impact on BC, and developed a new molecular BC classification based on these key genes. MR revealed a causal link between CD and increased BC risk, especially in estrogen receptor-positive (ER+) patients, but not in ER-negative (ER-) cases. BC showed no causal effect on CD. Transcriptomics pinpointed genes like B4GALNT2 and FGF19 that affected BC prognosis in CD patients. A nomogram based on these genes predicted BC outcomes with high accuracy. Using these genes, a new molecular classification of BC patients was proposed. CD is a risk factor for ER + BC but not for ER- BC. BC does not causally affect CD. Our prognostic model and new BC molecular classifications offer insights for personalized treatment strategies.
克罗恩病(Crohn's disease,CD)是慢性胃肠道炎症的一种突出表现,而乳腺癌(BC)在医学领域看似毫不相干,但却具有共同的特征。这种共同之处在于它们都参与了慢性炎症和免疫反应,这一点逐渐引起了研究人员的关注,但仍存在争议。我们使用双样本孟德尔随机化(MR)和转录组学来探讨 CD 和 BC 之间的关系。MR评估了CD对不同BC亚型的因果关系,以及BC对CD的反向因果关系。我们确定了与 CD 相关的差异表达基因及其对 BC 预后的影响,并根据这些关键基因建立了新的 BC 分子分类。磁共振成像显示,CD与BC风险增加之间存在因果关系,尤其是在雌激素受体阳性(ER+)患者中,而在ER阴性(ER-)病例中则没有这种关系。BC与CD没有因果关系。转录组学发现,B4GALNT2 和 FGF19 等基因会影响 CD 患者的 BC 预后。基于这些基因的提名图能高精度地预测 BC 的预后。利用这些基因,提出了一种新的 BC 患者分子分类方法。CD是ER+BC的风险因素,但不是ER-BC的风险因素。BC与CD没有因果关系。我们的预后模型和新的BC分子分类为个性化治疗策略提供了启示。
期刊介绍:
BMC Cancer is an open access, peer-reviewed journal that considers articles on all aspects of cancer research, including the pathophysiology, prevention, diagnosis and treatment of cancers. The journal welcomes submissions concerning molecular and cellular biology, genetics, epidemiology, and clinical trials.