PO.BCS01.15 · 生物信息与计算

与健康行为相关的CCL20配体变异导致非小细胞肺癌的差异

Health behavior associated CCL20 ligand variation contributes to the disparity in non-small cell lung cancer

编号 1507 展板 14 时间 4/20 09:00–12:00 区域 Section 6 主讲 Murugesh Eswaran, PhD
分会场 Sequence Analysis
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作者与单位 Authors & Affiliations

Murugesh Eswaran1, Briana Alicia Brock1, Hina Mir1, Sejong Bae2, Gabriella M. Oprea-Ilies3, Eric L. Flenaugh1, Sanjay R. Jain1, Brian M. Rivers1, Rick A. Kittles1, James W. Lillard1, Rajesh Singh1, Shailesh Singh1

1Morehouse School of Medicine, Atlanta, GA,2Biostatistics, Data Science and Epidemiology, Augusta Univesrity School of Public Health, Augusta, GA,3Pathology, Emory Univesrity School of Medicine, Atlanta, GA

摘要 Abstract

中文摘要
背景:肺癌在发病率、疾病患病率和治疗结局方面存在差异。趋化因子及其相应受体已被证明与不同族群中观察到的这些差异相关。在本研究中,我们证明趋化因子受体CCR6及其天然配体的差异信号传导与所观察到的差异相关,而这种CCR6信号传导差异主要归因于CCL20的多样性。 方法:分析源自非裔美国人(AA)和欧裔美国人(EA)个体的肺癌细胞系的大体RNA-seq数据(BioProject ID: PRJNA1039495),以鉴定并定量CCL20的不同异构体。进行分子动力学(MD)模拟以评估CCL20的结合亲和力、氢键稳定性以及与CCR6受体相互作用时的构象行为。通过比较支持致癌通路且与不良治疗结局相关的信号分子的表达,推断下游通路激活潜能。此外,将吸烟习惯(包括较高的尼古丁摄入量、独特的代谢物模式以及基础细胞因子水平的改变)作为可能影响CCL20异构体和CCR6信号传导的外部因素纳入模型。 结果:在5种CCL20异构体中,异构体1(24 TPM)和异构体2(36 TPM)与CCR6的相互作用强于EA细胞(异构体1:7.5 TPM;异构体2:11.2 TPM)。在各吸烟组中,AA细胞的异构体2水平高于EA细胞,从非吸烟者(异构体1:18 TPM;异构体2:18 TPM)到吸烟者(异构体1:24 TPM;异构体2:40 TPM)呈上升趋势,而EA细胞从非吸烟者(异构体1:18 TPM;异构体2:19 TPM)到吸烟者(异构体1:24 TPM;异构体2:30 TPM)的升幅较低。MD模拟显示,肺癌细胞的CCR6与来自AA来源细胞系的CCL20异构体1和2的结合亲和力显著强于EA来源细胞,表现为更低的结合自由能、更稳定的氢键以及更长的配体-受体接触时间。异构体2表现出最强的总体结合亲和力,提示其可能是CCR6信号传导的主要激活因子。群体层面的行为数据(包括All of Us队列指标)显示,AA吸烟者倾向于使用尼古丁含量更高的香烟、吸入更深,且尼古丁和可替宁清除速度更慢,这与异构体2表达的增加相对应。 结论:源自AA的肺癌细胞表现出主要由异构体2驱动的、富含配体且亲和力增强的CCL20-CCR6信号轴。异构体特异性表达、受体亲和力以及与吸烟相关的炎症共同凸显了异构体2在肺癌差异现象中的重要性,作为促成差异的关键角色。
查看英文原文 English abstract
Background: Lung cancer exhibits disparities in incidence, disease prevalence, and treatment outcomes. Chemokines and their corresponding receptors have been shown to be associated with these observed disparities within different ethnic groups. In this study, we have demonstrated that the differential signaling of chemokine receptor CCR6 and its natural ligand is associated with the observed disparity, and this differential CCR6 signaling is primarily due to the diversity in CCL20. Methods: Bulk RNA-seq data (BioProject ID: PRJNA1039495) from lung cancer cell lines derived from African American (AA) and European American (EA) individuals were analyzed to identify and quantify different isoforms of CCL20. MD simulations were performed to evaluate the binding affinity of CCL20, hydrogen-bond stability, and conformational behavior upon interaction with the CCR6 receptor. Downstream pathway activation potential was inferred by comparing the expression of signaling molecules that support oncogenic pathways and are associated with poor therapeutic outcomes. Furthermore, smoking habits, including higher nicotine intake, distinct metabolite patterns, and alterations in basic cytokine levels, were incorporated into the model as external factors that may influence CCL20 isoforms and CCR6 signaling. Results: Out of 5 CCL20 isoforms, Isoform-1 (24 TPM) and Isoform-2 (36 TPM) showed stronger interactions with CCR6 compared to EA cells (Isoform-1: 7.5 TPM; Isoform-2: 11.2 TPM). Across smoking groups, AA cells showed higher Isoform-2 levels than EA cells, increasing from non-smokers (Isoform-1: 18 TPM; Isoform-2: 18 TPM) to smokers (Isoform-1: 24 TPM; Isoform-2: 40 TPM), while EA cells showed lower increases from non-smokers (Isoform-1: 18 TPM; Isoform-2: 19 TPM) to smokers (Isoform-1: 24 TPM; Isoform-2: 30 TPM). MD simulations revealed that lung-cancer-cell CCR6 binds both CCL20 Isoform-1 & 2 from AA-derived cell lines with significantly stronger affinity compared to EA-derived cells, reflected by lower binding free energies, more stable hydrogen-bonds, and longer ligand-receptor contact durations. Isoform-2 showed the strongest overall binding affinity, indicating that it may be the dominant activator of CCR6 signaling. Population-level behavioral data, including All of Us cohort metrics, showed that AA smokers tend to use cigarettes with higher nicotine content, inhale more deeply, and exhibit slower nicotine and cotinine clearance, which corresponded with increased Isoform-2 expression. Conclusion: Lung cancer cells derived from AA exhibit a ligand-rich and affinity-enhanced CCL20-CCR6 signaling axis driven primarily by Isoform-2. Isoform-specific expression, receptor affinity, and smoking-associated inflammation together highlight the significance of Isoform-2 in disparity observation in Lung cancer, as a key player in contributing to disparity.
利益披露 Disclosure
M. Eswaran, None.. S. Bae, None.. G. M. Oprea-Ilies, None.. E. L. Flenaugh, None.. S. R. Jain, None.. J. W. Lillard, None.. S. Singh, None.

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