Identification and detection of plasma extracellular vesicles-derived biomarkers for esophageal squamous cell carcinoma diagnosis

被引:15
作者
Zhu, Qingfu [1 ]
Xu, Hao [1 ]
Huang, Liu [2 ]
Luo, Jiaxin [1 ]
Li, Hengrui [1 ]
Yang, Rui [1 ]
Liu, Xiaoling [3 ]
Liu, Fei [1 ]
机构
[1] Wenzhou Med Univ, Eye Hosp, Natl Engn Res Ctr Ophthalmol & Optometry, Wenzhou 325027, Peoples R China
[2] Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Oncol, Wuhan 430030, Hubei, Peoples R China
[3] Beijing Normal Univ Zhuhai, Adv Inst Nat Sci, Ctr Biol Sci & Technol, Zhuhai, Peoples R China
关键词
Esophageal squamous cell carcinoma; Extracellular vesicles; Proteomics; Biomarker; Diagnostics; TUMOR MICROENVIRONMENT; CANCER; PROFILES; HYPOXIA; GROWTH; CHINA;
D O I
10.1016/j.bios.2023.115088
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Esophageal cancer is a malignant tumor with two-thirds of patients having a local recurrence or distant metastasis. To date, diagnostic biomarkers with high sensitivity and specificity are lacking. Extracellular vesicles (EVs) have shown their potential values as disease biomarkers as they carry specific proteins and RNAs derived from cancer cells. In this study, we investigate ESCC precision diagnostics from the insights of circulating EVs, and integrate the ultrafast EV isolation approach (EXODUS) and ELISA for fast detection and screening of ESCC patients. First, we isolate and characterize the high-purity plasma EVs with EXODUS and identify 401 proteins and 372 proteins from ESCC patient and healthy individuals, respectively. Further looking into the differentially expressed proteins (DEPs) of ESCC patients and enriched KEGG pathways, we discover EV-CD14 as a potential diagnostic biomarker for ESCC, which has been further validated as a significantly differentially expressed protein by Western Blot and immunogold labelling TEM. For fast screening and detection of ESCC towards clinical applications, we apply ELISA method to diagnose ESCC from 60 clinical samples based on circulating EV-CD14, which shows a high AUC value up to 96.0% for detection of ESCC in a test set (30 samples), and displays a high accuracy rate up to 90% for prediction of ESCC in a screening test (30 samples). Our results suggest that the circulating EV-CD14 may highly be related to the initiation and progression of ESCC, providing a novel method for the diagnosis and prognosis of ESCC towards clinical translations.
引用
收藏
页数:8
相关论文
共 55 条
  • [1] Global Burden of 5 Major Types of Gastrointestinal Cancer
    Arnold, Melina
    Abnet, Christian C.
    Neale, Rachel E.
    Vignat, Jerome
    Giovannucci, Edward L.
    McGlynn, Katherine A.
    Bray, Freddie
    [J]. GASTROENTEROLOGY, 2020, 159 (01) : 335 - +
  • [2] Progress in cancer survival, mortality, and incidence in seven high-income countries 1995-2014 (ICBP SURVMARK-2): a population-based study
    Arnold, Melina
    Rutherford, Mark J.
    Bardot, Aude
    Ferlay, Jacques
    Andersson, Therese M-L
    Myklebust, Tor Age
    Tervonen, Hanna
    Thursfield, Vicky
    Ransom, David
    Shack, Lorraine
    Woods, Ryan R.
    Turner, Donna
    Leonfellner, Suzanne
    Ryan, Susan
    Saint-Jacques, Nathalie
    De, Prithwish
    McClure, Carol
    Ramanakumar, Agnihotram V.
    Stuart-Panko, Heather
    Engholm, Gerda
    Walsh, Paul M.
    Jackson, Christopher
    Vernon, Sally
    Morgan, Eileen
    Gavin, Anna
    Morrison, David S.
    Huws, Dyfed W.
    Porter, Geoff
    Butler, John
    Bryant, Heather
    Currow, David C.
    Hiom, Sara
    Parkin, D. Max
    Sasieni, Peter
    Lambert, Paul C.
    Moller, Bjorn
    Soerjomataram, Isabelle
    Bray, Freddie
    [J]. LANCET ONCOLOGY, 2019, 20 (11) : 1493 - 1505
  • [3] Changing profiles of cancer burden worldwide and in China: a secondary analysis of the global cancer statistics 2020
    Cao, Wei
    Chen, Hong-Da
    Yu, Yi-Wen
    Li, Ni
    Chen, Wan-Qing
    [J]. CHINESE MEDICAL JOURNAL, 2021, 134 (07) : 783 - 791
  • [4] Mitochondrial Akt Regulation of Hypoxic Tumor Reprogramming
    Chae, Young Chan
    Vaira, Valentina
    Caino, M. Cecilia
    Tang, Hsin-Yao
    Seo, Jae Ho
    Kossenkov, Andrew V.
    Ottobrini, Luisa
    Martelli, Cristina
    Lucignani, Giovanni
    Bertolini, Irene
    Locatelli, Marco
    Bryant, Kelly G.
    Ghosh, Jagadish C.
    Lisanti, Sofia
    Ku, Bonsu
    Bosari, Silvano
    Languino, Lucia R.
    Speicher, David W.
    Altieri, Dario C.
    [J]. CANCER CELL, 2016, 30 (02) : 257 - 272
  • [5] CD14-expressing cancer cells establish the inflammatory and proliferative tumor microenvironment in bladder cancer
    Cheah, Ming T.
    Chen, James Y.
    Sahoo, Debashis
    Contreras-Trujillo, Humberto
    Volkmer, Anne K.
    Scheeren, Ferenc A.
    Volkmer, Jens-Peter
    Weissman, Irving L.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2015, 112 (15) : 4725 - 4730
  • [6] Chen H., 2022, BMC COMPLEM ALTERN M, V58, P1
  • [7] Predicting Consumer Green Product Purchase Attitudes and Behavioral Intention During COVID-19 Pandemic
    Chen, Xia
    Rahman, Muhammad Khalilur
    Rana, Md. Sohel
    Gazi, Md. Abu Issa
    Rahaman, Md. Atikur
    Nawi, Noorshella Che
    [J]. FRONTIERS IN PSYCHOLOGY, 2022, 12
  • [8] Exosome detection via the ultrafast-isolation system: EXODUS
    Chen, Yuchao
    Zhu, Qingfu
    Cheng, Liming
    Wang, Yong
    Li, Meng
    Yang, Qinsi
    Hu, Liang
    Lou, Doudou
    Li, Jiaoyuan
    Dong, Xianjun
    Lee, Luke P.
    Liu, Fei
    [J]. NATURE METHODS, 2021, 18 (02) : 212 - +
  • [9] A CRISPR-Cas9-based reporter system for single-cell detection of extracellular vesicle-mediated functional transfer of RNA (vol 11, 1113, 2020)
    de Jong, Olivier G.
    Murphy, Daniel E.
    Mager, Imre
    Willms, Eduard
    Garcia-Guerra, Antonio
    Gitz-Francois, Jerney J.
    Lefferts, Juliet
    Gupta, Dhanu
    Steenbeek, Sander C.
    van Rheenen, Jacco
    El Andaloussi, Samir
    Schiffelers, Raymond M.
    Wood, Matthew J. A.
    Vader, Pieter
    [J]. NATURE COMMUNICATIONS, 2020, 11 (01)
  • [10] ITGB3-mediated uptake of small extracellular vesicles facilitates intercellular communication in breast cancer cells
    Fuentes, Pedro
    Sese, Marta
    Guijarro, Pedro J.
    Emperador, Marta
    Sanchez-Redondo, Sara
    Peinado, Hector
    Hummer, Stefan
    Cajal, Santiago Ramon Y.
    [J]. NATURE COMMUNICATIONS, 2020, 11 (01)