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基于TMT的定量蛋白质组学分析揭示结直肠癌中分期特异性的蛋白失调

Quantitative TMT-based proteomic profiling reveals stage-specific protein dysregulation in colorectal cancer

海报缩略图:基于TMT的定量蛋白质组学分析揭示结直肠癌中分期特异性的蛋白失调
编号 7699 展板 23 时间 4/22 09:00–12:00 区域 Section 39 主讲 Hilmaris Centeno Girona, MS
分会场 Proteomics: Biomarker Discovery and Signaling Networks
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作者与单位 Authors & Affiliations

Camille N. Zenón Meléndez, Gabriel Borges Vélez, Josue Perez-Santiago, Yakshi Ortiz Maldonado, Liliana Castro Jimenez, Hilmaris Centeno Girona, Sheila N. Lopez Acevedo, Elba V. Caraballo

University of Puerto Rico Comprehensive Cancer Center, San Juan, Puerto Rico

摘要 Abstract

中文摘要
背景:结直肠癌(CRC)是美国及其属地癌症相关死亡的主要原因之一,其发病率不断上升,尤其是早发性CRC,且常在晚期被诊断出。使用串联质量标签(TMT)的定量蛋白质组学为表征与分期相关的分子改变提供了机遇。本研究旨在描绘一个居住在波多黎各的西班牙裔(HPR)队列中CRC的蛋白质组图景,并识别不同疾病分期间的分子差异。 方法:从波多黎各家族性结直肠癌登记处(PURIFICAR)获取健康对照(n=21)、早期CRC(n=11)和晚期CRC(n=12)的组织样本。样本经基于TMT的定量蛋白质组学处理,随后进行液相色谱-串联质谱(LC-MS/MS)分析。归一化后的蛋白丰度在MetaboAnalyst 5.0中处理。使用主成分分析(PCA)评估研究组间的组成差异,并采用PERMANOVA置换检验进行统计评估。使用单因素分析评估差异蛋白丰度,标准为|fold change|≥1.5且p≤0.05。使用UniProt和Ingenuity Pathway Analysis(IPA)对失调蛋白进行注释。 结果:PCA显示所有两两比较之间存在显著的蛋白质组差异,并经PERMANOVA检验证实:早期CRC与健康对照(p=0.001)、晚期CRC与健康对照(p=0.001)以及晚期与早期CRC(p=0.021)。早期CRC相较于健康对照有203种差异丰度蛋白(72种上调,131种下调),其中55.2%为该分期所特有。晚期CRC显示131种(77种上调,54种下调),其中33.6%为特有。晚期与早期之间仅有二十八(28)种蛋白存在差异丰度。维恩图显示三组比较间无共同蛋白(三向交集为0)。早期CRC表现出DEF1、AZU1和FCGBP的失调,而晚期CRC则表现出MMP9、ANXA3和DEF1的改变。通路分析将分类的失调蛋白主要归类为酶、转运体和膜相关蛋白。 结论:定量蛋白质组学分析在该HPR队列中识别出与CRC分期相关的不同蛋白质组特征。早期和晚期CRC表现出不同的失调模式,早期疾病相较于晚期疾病表现出更大的整体蛋白质组重塑和独特的蛋白组成。这些与分期相关的差异值得进一步验证,以确定其在CRC早期检测和生物学表征方面的相关性。
查看英文原文 English abstract
Background: Colorectal cancer (CRC) is a leading cause of cancer-related deaths in the U.S. and its territories, with incidence increasing particularly early-onset CRC, and is often diagnosed at advanced stages. Quantitative proteomics using Tandem Mass Tag (TMT) provides an opportunity to characterize stage-associated molecular alterations. This study aimed to profile the proteomic landscape of CRC in a cohort of Hispanics living in Puerto Rico (HPR) and identify molecular differences across disease stages. Methods: Tissue samples from healthy controls (n=21), early-stage CRC (n=11), and advanced-stage CRC (n=12) were obtained from the Puerto Rico Familial Colorectal Cancer Registry (PURIFICAR). Samples underwent TMT-based quantitative proteomics followed by liquid chromatography- tandem mass spectrometry (LC-MS/MS). Normalized protein abundance was processed in MetaboAnalyst 5.0. Compositional differences across study groups were evaluated using principal component analyses (PCAs) and PERMANOVA permutation testing for statistical evaluation. Differential protein abundance was assessed using a one-factor analysis with |fold change| ≥1.5 and p≤0.05. Dysregulated proteins were annotated using UniProt and Ingenuity Pathway Analysis (IPA). Results: PCA showed significant proteomic differentiation among all pairwise comparisons, confirmed by PERMANOVA testing: early-stage CRC versus healthy controls (p=0.001), advanced-stage CRC versus healthy controls (p=0.001), and advanced versus early-stage CRC (p=0.021). Early-stage CRC had 203 differentially abundant proteins relative to healthy controls (72 upregulated, 131 downregulated), with 55.2% unique to this stage. Advanced-stage CRC showed 131 (77 upregulated, 54 downregulated), of which 33.6% were unique. Only twenty-eight (28) proteins were differentially abundant between advanced and early-stages. Venn diagram revealed no proteins common to all three contrasts (0 in the three-way intersection). Early-stage CRC showed dysregulation of DEF1, AZU1, and FCGBP, while advanced-stage CRC demonstrated changes in MMP9, ANXA3, and DEF1. Pathway analysis of classified dysregulated proteins predominantly as enzymes, transporters, and membrane-associated proteins. Conclusion: Quantitative proteomic profiling identified distinct proteomic profiles associated with CRC stage within this HPR cohort. Early- and advanced-stage CRC demonstrated different dysregulation patterns, with early-stage disease showing greater overall proteomic remodeling and a unique protein composition compared with advanced-stage disease. These stage-associated differences warrant further validation to determine their relevance for early CRC detection and biological characterization.
利益披露 Disclosure
C. N. Zenón Meléndez, None.. G. Borges Vélez, None.. J. Perez-Santiago, None.. Y. Ortiz Maldonado, None.. L. Castro Jimenez, None.. H. Centeno Girona, None.. S. N. Lopez Acevedo, None.. E. V. Caraballo, None.

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