Characterization and proteomic analysis of plasma-derived small extracellular vesicles in locally advanced rectal cancer patients

被引:1
作者
Chen, Haiyan [1 ,2 ,5 ]
Fang, Yimin [2 ,3 ]
Dai, Siqi [2 ,3 ]
Jiang, Kai [2 ,3 ]
Shen, Li [1 ,2 ]
Zhao, Jian [1 ,2 ,4 ,5 ]
Huang, Kanghua [1 ,2 ]
Zhou, Xiaofeng [1 ,2 ]
Ding, Kefeng [2 ,3 ]
机构
[1] Zhejiang Univ Sch Med, Key Lab Canc Prevent & Intervent China Natl Minist, Key Lab Mol Biol Med Sci Zhejiang Prov Chi, Affiliated Hosp 2, Hangzhou 310009, Zhejiang, Peoples R China
[2] Zhejiang Univ Sch Med, Key Lab Canc Prevent & Intervent China Natl Minist, Key Lab Mol Biol Med Sci Zhejiang Prov China, ,Zhejiang Prov Clin Res Ctr CANC,Canc Ctr,Affili, Hangzhou 310009, Zhejiang, Peoples R China
[3] Zhejiang Univ Sch Med, Affiliated Hosp 2, Dept Colorectal Surg,Key Lab Mol Biol Med Sci Zhej, Key Lab Canc Prevent & Intervent China Natl Minist, Hangzhou, Zhejiang, Peoples R China
[4] Bengbu Med Coll, Dept Radiat Oncol, Affiliated Hosp 1, Bengbu 233004, Peoples R China
[5] Zhejiang Univ Sch Med, Anhui Hosp, Affiliated Hosp 2, Bengbu 233000, Peoples R China
基金
中国国家自然科学基金;
关键词
Locally advanced rectal cancer; Neoadjuvant chemoradiotherapy; Small extracellular vesicles; Proteomics; CHEMORADIATION THERAPY; BIOMARKERS;
D O I
10.1007/s13402-024-00983-1
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Neoadjuvant chemoradiotherapy (nCRT) stands as a pivotal therapeutic approach for locally advanced rectal cancer (LARC), yet the absence of a reliable biomarker to forecast its efficacy remains a challenge. Thus, this study aimed to assess whether the proteomic compositions of small extracellular vesicles (sEVs) might offer predictive insights into nCRT response among patients with LARC, while also delving into the proteomic alterations within sEVs post nCRT. Methods Plasma samples were obtained from LARC patients both pre- and post-nCRT. Plasma-derived sEVs were isolated utilizing the TIO2-based method, followed by LC-MS/MS-based proteomic analysis. Subsequently, pathway enrichment analysis was performed to the Differentially Expressed Proteins (DEPs). Additionally, ROC curves were generated to evaluate the predictive potential of sEV proteins in determining nCRT response. Public databases were interrogated to identify sEV protein-associated genes that are correlated with the response to nCRT in LARC. Results A total of 16 patients were enrolled. Among them, 8 patients achieved a pathological complete response (good responders, GR), while the remaining 8 did not achieve a complete response (poor responders, PR). Our analysis of pretreatment plasma-derived sEVs revealed 67 significantly up-regulated DEPs and 9 significantly down-regulated DEPs. Notably, PROC (AUC: 0.922), F7 (AUC: 0.953) and AZU1 (AUC: 0.906) demonstrated high AUC values and significant differences (P value < 0.05) in discriminating between GR and PR patients. Furthermore, a signature consisting of 5 sEV protein-associated genes (S100A6, ENO1, MIF, PRDX6 and MYL6) was capable of predicting the response to nCRT, yielding an AUC of 0.621(95% CI: 0.454-0.788). Besides, this 5-sEV protein-associated gene signature enabled stratification of patients into low- and high-risk group, with the low-risk group demonstrating a longer overall survival in the testing set (P = 0.048). Moreover, our investigation identified 11 significantly up-regulated DEPs and 31 significantly down-regulated DEPs when comparing pre- and post-nCRT proteomic profiles. GO analysis unveiled enrichment in the regulation of phospholipase A2 activity. Conclusions Differential expression of sEV proteins distinguishes between GR and PR patients and holds promise as predictive markers for nCRT response and prognosis in patients with LARC. Furthermore, our findings highlight substantial alterations in sEV protein composition following nCRT.
引用
收藏
页码:1995 / 2009
页数:15
相关论文
共 50 条
  • [21] Proteomic analysis of small extracellular vesicles unique to cervical cancer
    Molika, Piyatida
    Leetanaporn, Kittinun
    Rungkamoltip, Phetploy
    Roytrakul, Sittiruk
    Hanprasertpong, Jitti
    Navakanitworakul, Raphatphorn
    TRANSLATIONAL CANCER RESEARCH, 2023, 12 (11) : 3113 - +
  • [22] Proteomic Profiling of Plasma-Derived Biomarkers in Patients with Bladder Cancer: A Step towards Clinical Translation
    Nedjadi, Taoufik
    Albarakati, Nada
    Benabdelkamel, Hicham
    Masood, Afshan
    Alfadda, Assim A.
    Al-Maghrabi, Jaudah
    LIFE-BASEL, 2021, 11 (12):
  • [23] Sequential phosphoproteomics and N-glycoproteomics of plasma-derived extracellular vesicles
    Andaluz Aguilar, Hillary
    Iliuk, Anton B.
    Chen, I-Hsuan
    Tao, W. Andy
    NATURE PROTOCOLS, 2020, 15 (01) : 161 - 180
  • [24] Distinct proteomic profiles of plasma-derived extracellular vesicles in healthy, benign, and triple-negative breast cancer: candidate biomarkers for liquid biopsy
    G. H. Tamarindo
    A. A. Novais
    B. M. Frigieri
    D. L. Alves
    C. A. de Souza
    A. Amadeu
    J. C. da Silveira
    F. F. Souza
    N. A. Bordin
    L. G. A. Chuffa
    D. A. P. C. Zuccari
    Scientific Reports, 15 (1)
  • [25] Proteomic Analysis of Extracellular Vesicles for Cancer Diagnostics
    Wu, Anthony Yan-Tang
    Ueda, Koji
    Lai, Charles Pin-Kuang
    PROTEOMICS, 2019, 19 (1-2)
  • [26] Proteomic profile of melanoma cell-derived small extracellular vesicles in patients' plasma: a potential correlate of melanoma progression
    Pietrowska, Monika
    Zebrowska, Aneta
    Gawin, Marta
    Marczak, Lukasz
    Sharma, Priyanka
    Mondal, Sujan
    Mika, Justyna
    Polanska, Joanna
    Ferrone, Soldano
    Kirkwood, John M.
    Widlak, Piotr
    Whiteside, Theresa L.
    JOURNAL OF EXTRACELLULAR VESICLES, 2021, 10 (04)
  • [27] Analytical Pipeline for Discovery and Verification of Glycoproteins from Plasma-Derived Extracellular Vesicles as Breast Cancer Biomarkers
    Chen, I-Hsuan
    Aguilar, Hilary Andaluz
    Paez, J. Sebastian Paez
    Wu, Xiaofeng
    Pan, Li
    Wendt, Michael K.
    Iliuk, Anton B.
    Zhang, Ying
    Tao, W. Andy
    ANALYTICAL CHEMISTRY, 2018, 90 (10) : 6307 - 6313
  • [28] Exploring Canine Mammary Cancer through Liquid Biopsy: Proteomic Profiling of Small Extracellular Vesicles
    Novais, Adriana Alonso
    Tamarindo, Guilherme Henrique
    Melo, Luryan Mikaelly Minotti
    Balieiro, Beatriz Castilho
    Nobrega, Daniela
    dos Santos, Gislaine
    Saldanha, Schaienni Fontoura
    de Souza, Fabiana Ferreira
    Chuffa, Luiz Gustavo de Almeida
    Bracha, Shay
    Zuccari, Debora Aparecida Pires de Campos
    CANCERS, 2024, 16 (14)
  • [29] Identification of proteomic markers for prediction of the response to 5-Fluorouracil based neoadjuvant chemoradiotherapy in locally advanced rectal cancer patients
    Wang, Jianan
    Liu, Jiayu
    Wang, Jinyang
    Wang, Shijian
    Li, Feifei
    Li, Ruibing
    Liu, Peng
    Li, Mianyang
    Wang, Chengbin
    CANCER CELL INTERNATIONAL, 2022, 22 (01)
  • [30] Micro-RNAs from Plasma-Derived Small Extracellular Vesicles as Potential Biomarkers for Tic Disorders Diagnosis
    Wang, Yilong
    Xu, Xuebin
    Chen, Haihua
    Zhu, Mengying
    Guo, Xiaotong
    Gao, Feng
    BRAIN SCIENCES, 2022, 12 (07)