Andreas U Lindner, Manuela Salvucci, Clare Morgan, Naser Monsefi, Alexa J Resler, Mattia Cremona, Sarah Curry, Sinead Toomey, Robert O'Byrne, Orna Bacon, Michael Stühler, Lorna Flanagan, Richard Wilson, Patrick G Johnston, Manuel Salto-Tellez, Sophie Camilleri-Broët, Deborah A McNamara, Elaine W Kay, Bryan T Hennessy, Pierre Laurent-Puig, Sandra Van Schaeybroeck, Jochen H M Prehn
{"title":"BCL-2系统分析可识别高风险结直肠癌患者。","authors":"Andreas U Lindner, Manuela Salvucci, Clare Morgan, Naser Monsefi, Alexa J Resler, Mattia Cremona, Sarah Curry, Sinead Toomey, Robert O'Byrne, Orna Bacon, Michael Stühler, Lorna Flanagan, Richard Wilson, Patrick G Johnston, Manuel Salto-Tellez, Sophie Camilleri-Broët, Deborah A McNamara, Elaine W Kay, Bryan T Hennessy, Pierre Laurent-Puig, Sandra Van Schaeybroeck, Jochen H M Prehn","doi":"10.1136/gutjnl-2016-312287","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>The mitochondrial apoptosis pathway is controlled by an interaction of multiple BCL-2 family proteins, and plays a key role in tumour progression and therapy responses. We assessed the prognostic potential of an experimentally validated, mathematical model of BCL-2 protein interactions (DR_MOMP) in patients with stage III colorectal cancer (CRC).</p><p><strong>Design: </strong>Absolute protein levels of BCL-2 family proteins were determined in primary CRC tumours collected from n=128 resected and chemotherapy-treated patients with stage III CRC. We applied DR_MOMP to categorise patients as high or low risk based on model outputs, and compared model outputs with known prognostic factors (T-stage, N-stage, lymphovascular invasion). DR_MOMP signatures were validated on protein of n=156 patients with CRC from the Cancer Genome Atlas (TCGA) project.</p><p><strong>Results: </strong>High-risk stage III patients identified by DR_MOMP had an approximately fivefold increased risk of death compared with patients identified as low risk (HR 5.2, 95% CI 1.4 to 17.9, p=0.02). The DR_MOMP signature ranked highest among all molecular and pathological features analysed. The prognostic signature was validated in the TCGA colon adenocarcinoma (COAD) cohort (HR 4.2, 95% CI 1.1 to 15.6, p=0.04). DR_MOMP also further stratified patients identified by supervised gene expression risk scores into low-risk and high-risk categories. BCL-2-dependent signalling critically contributed to treatment responses in consensus molecular subtypes 1 and 3, linking for the first time specific molecular subtypes to apoptosis signalling.</p><p><strong>Conclusions: </strong>DR_MOMP delivers a system-based biomarker with significant potential as a prognostic tool for stage III CRC that significantly improves established histopathological risk factors.</p>","PeriodicalId":64814,"journal":{"name":"传染病建模(英文)","volume":"7 1","pages":"2141-2148"},"PeriodicalIF":3.0000,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"BCL-2 system analysis identifies high-risk colorectal cancer patients.\",\"authors\":\"Andreas U Lindner, Manuela Salvucci, Clare Morgan, Naser Monsefi, Alexa J Resler, Mattia Cremona, Sarah Curry, Sinead Toomey, Robert O'Byrne, Orna Bacon, Michael Stühler, Lorna Flanagan, Richard Wilson, Patrick G Johnston, Manuel Salto-Tellez, Sophie Camilleri-Broët, Deborah A McNamara, Elaine W Kay, Bryan T Hennessy, Pierre Laurent-Puig, Sandra Van Schaeybroeck, Jochen H M Prehn\",\"doi\":\"10.1136/gutjnl-2016-312287\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>The mitochondrial apoptosis pathway is controlled by an interaction of multiple BCL-2 family proteins, and plays a key role in tumour progression and therapy responses. We assessed the prognostic potential of an experimentally validated, mathematical model of BCL-2 protein interactions (DR_MOMP) in patients with stage III colorectal cancer (CRC).</p><p><strong>Design: </strong>Absolute protein levels of BCL-2 family proteins were determined in primary CRC tumours collected from n=128 resected and chemotherapy-treated patients with stage III CRC. We applied DR_MOMP to categorise patients as high or low risk based on model outputs, and compared model outputs with known prognostic factors (T-stage, N-stage, lymphovascular invasion). DR_MOMP signatures were validated on protein of n=156 patients with CRC from the Cancer Genome Atlas (TCGA) project.</p><p><strong>Results: </strong>High-risk stage III patients identified by DR_MOMP had an approximately fivefold increased risk of death compared with patients identified as low risk (HR 5.2, 95% CI 1.4 to 17.9, p=0.02). The DR_MOMP signature ranked highest among all molecular and pathological features analysed. The prognostic signature was validated in the TCGA colon adenocarcinoma (COAD) cohort (HR 4.2, 95% CI 1.1 to 15.6, p=0.04). DR_MOMP also further stratified patients identified by supervised gene expression risk scores into low-risk and high-risk categories. BCL-2-dependent signalling critically contributed to treatment responses in consensus molecular subtypes 1 and 3, linking for the first time specific molecular subtypes to apoptosis signalling.</p><p><strong>Conclusions: </strong>DR_MOMP delivers a system-based biomarker with significant potential as a prognostic tool for stage III CRC that significantly improves established histopathological risk factors.</p>\",\"PeriodicalId\":64814,\"journal\":{\"name\":\"传染病建模(英文)\",\"volume\":\"7 1\",\"pages\":\"2141-2148\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2017-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"传染病建模(英文)\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1136/gutjnl-2016-312287\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2016/9/23 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"INFECTIOUS DISEASES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"传染病建模(英文)","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1136/gutjnl-2016-312287","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2016/9/23 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"INFECTIOUS DISEASES","Score":null,"Total":0}
引用次数: 0
摘要
目的:线粒体凋亡途径受多种 BCL-2 家族蛋白相互作用的控制,在肿瘤进展和治疗反应中起着关键作用。我们对经实验验证的 BCL-2 蛋白相互作用数学模型(DR_MOMP)在 III 期结直肠癌(CRC)患者中的预后潜力进行了评估:设计:从 128 名切除并接受化疗的 III 期 CRC 患者的原发性 CRC 肿瘤中测定 BCL-2 家族蛋白的绝对蛋白水平。我们应用 DR_MOMP 根据模型输出结果将患者分为高风险和低风险,并将模型输出结果与已知的预后因素(T 期、N 期、淋巴管侵犯)进行比较。DR_MOMP特征在癌症基因组图谱(TCGA)项目中156名CRC患者的蛋白质上得到了验证:结果:与低风险患者相比,DR_MOMP识别出的高风险III期患者的死亡风险增加了约5倍(HR 5.2,95% CI 1.4至17.9,P=0.02)。在分析的所有分子和病理特征中,DR_MOMP特征最高。该预后特征在 TCGA 结肠腺癌(COAD)队列中得到了验证(HR 4.2,95% CI 1.1 至 15.6,p=0.04)。DR_MOMP还将通过监督基因表达风险评分确定的患者进一步分为低风险和高风险两类。BCL-2依赖性信号对共识分子亚型1和3的治疗反应起了关键作用,首次将特定分子亚型与细胞凋亡信号联系起来:DR_MOMP提供了一种基于系统的生物标记物,作为III期CRC的预后工具具有巨大潜力,可显著改善已确定的组织病理学风险因素。
BCL-2 system analysis identifies high-risk colorectal cancer patients.
Objective: The mitochondrial apoptosis pathway is controlled by an interaction of multiple BCL-2 family proteins, and plays a key role in tumour progression and therapy responses. We assessed the prognostic potential of an experimentally validated, mathematical model of BCL-2 protein interactions (DR_MOMP) in patients with stage III colorectal cancer (CRC).
Design: Absolute protein levels of BCL-2 family proteins were determined in primary CRC tumours collected from n=128 resected and chemotherapy-treated patients with stage III CRC. We applied DR_MOMP to categorise patients as high or low risk based on model outputs, and compared model outputs with known prognostic factors (T-stage, N-stage, lymphovascular invasion). DR_MOMP signatures were validated on protein of n=156 patients with CRC from the Cancer Genome Atlas (TCGA) project.
Results: High-risk stage III patients identified by DR_MOMP had an approximately fivefold increased risk of death compared with patients identified as low risk (HR 5.2, 95% CI 1.4 to 17.9, p=0.02). The DR_MOMP signature ranked highest among all molecular and pathological features analysed. The prognostic signature was validated in the TCGA colon adenocarcinoma (COAD) cohort (HR 4.2, 95% CI 1.1 to 15.6, p=0.04). DR_MOMP also further stratified patients identified by supervised gene expression risk scores into low-risk and high-risk categories. BCL-2-dependent signalling critically contributed to treatment responses in consensus molecular subtypes 1 and 3, linking for the first time specific molecular subtypes to apoptosis signalling.
Conclusions: DR_MOMP delivers a system-based biomarker with significant potential as a prognostic tool for stage III CRC that significantly improves established histopathological risk factors.