Liquid Biopsy Instrument for Ultra-Fast and Label-Free Detection of Circulating Tumor Cells

被引:6
作者
Zhu, Shu [1 ,2 ,3 ,4 ]
Zhu, Zhixian [1 ,2 ]
Ni, Chen [1 ,2 ]
Zhou, Zheng [1 ,2 ]
Chen, Yao [1 ,2 ]
Tang, Dezhi [1 ,2 ]
Guo, Kefan [1 ,2 ]
Yang, Shuai [1 ,2 ]
Liu, Kang [1 ,2 ]
Ni, Zhonghua [1 ,2 ]
Xiang, Nan [1 ,2 ]
机构
[1] Southeast Univ, Sch Mech Engn, Nanjing 211189, Peoples R China
[2] Southeast Univ, Jiangsu Key Lab Design & Manufacture Micronano Bi, Nanjing 211189, Peoples R China
[3] Nanjing Normal Univ, Sch Elect & Automat Engn, Nanjing 210023, Peoples R China
[4] Nanjing Normal Univ, Jiangsu Key Lab 3D Printing Equipment & Mfg, Nanjing 210023, Peoples R China
关键词
Blood - Cells - Cytology - Deep learning - Dielectric properties - Diseases - Tumors;
D O I
10.34133/research.0431
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Rapid diagnosis and real-time monitoring are of great important in the fight against cancer. However, most available diagnostic technologies are time-consuming and labor-intensive and are commonly invasive. Here, we describe CytoExam, an automatic liquid biopsy instrument designed based on inertial microfluidics and impedance cytometry, which uses a deep learning algorithm for the analysis of circulating tumor cells (CTCs). In silico and in vitro experiments demonstrated that CytoExam could achieve label-free detection of CTCs in the peripheral blood of cancer patients within 15 min. The clinical applicability of CytoExam was also verified using peripheral blood samples from 10 healthy donors and >50 patients with breast, colorectal, or lung cancer. Significant differences in the number of collected cells and predicted CTCs were observed between the 2 groups, with variations in the dielectric properties of the collected cells from cancer patients also being observed. The ultra-fast and minimally invasive features of CytoExam may pave the way for new paths for cancer diagnosis and scientific research.
引用
收藏
页数:12
相关论文
共 47 条
[31]   Microfluidic Impedance-Deformability Cytometry for Label-Free Single Neutrophil Mechanophenotyping [J].
Petchakup, Chayakorn ;
Yang, Haoning ;
Gong, Lingyan ;
He, Linwei ;
Tay, Hui Min ;
Dalan, Rinkoo ;
Chung, Aram J. ;
Li, King Ho Holden ;
Hou, Han Wei .
SMALL, 2022, 18 (18)
[32]   Acoustofluidics for biomedical applications [J].
Rufo, Joseph ;
Cai, Feiyan ;
Friend, James ;
Wiklund, Martin ;
Huang, Tony Jun .
NATURE REVIEWS METHODS PRIMERS, 2022, 2 (01)
[33]  
Samlali K, 2020, SMALL, V16, DOI [10.1002/smll.202070190, 10.1002/smll.202002400]
[34]   Rapid single-cell physical phenotyping of mechanically dissociated tissue biopsies [J].
Soteriou, Despina ;
Kubankova, Marketa ;
Schweitzer, Christine ;
Lopez-Posadas, Rocio ;
Pradhan, Rashmita ;
Thoma, Oana-Maria ;
Gyoerfi, Andrea-Hermina ;
Matei, Alexandru-Emil ;
Waldner, Maximilian ;
Distler, Joerg H. W. ;
Scheuermann, Stefan ;
Langejuergen, Jens ;
Eckstein, Markus ;
Schneider-Stock, Regine ;
Atreya, Raja ;
Neurath, Markus F. ;
Hartmann, Arndt ;
Guck, Jochen .
NATURE BIOMEDICAL ENGINEERING, 2023, 7 (11) :1392-+
[35]   A fast impedance-based antimicrobial susceptibility test [J].
Spencer, Daniel C. ;
Paton, Teagan F. ;
Mulroney, Kieran T. ;
Inglis, Timothy J. J. ;
Sutton, J. Mark ;
Morgan, Hywel .
NATURE COMMUNICATIONS, 2020, 11 (01)
[36]   Recent progress in aptamer-based microfluidics for the detection of circulating tumor cells and extracellular vesicles [J].
Sun, Duanping ;
Ma, Ying ;
Wu, Maoqiang ;
Chen, Zuanguang ;
Zhang, Luyong ;
Lu, Jing .
JOURNAL OF PHARMACEUTICAL ANALYSIS, 2023, 13 (04) :340-354
[37]   Asymmetric serpentine microchannel based impedance cytometer enabling consistent transit and accurate characterization of tumor cells and blood cells [J].
Tang, Dezhi ;
Chen, Mu ;
Han, Yu ;
Xiang, Nan ;
Ni, Zhonghua .
SENSORS AND ACTUATORS B-CHEMICAL, 2021, 336
[38]   A comparison of microfluidic methods for high-throughput cell deformability measurements [J].
Urbanska, Marta ;
Munoz, Hector E. ;
Bagnall, Josephine Shaw ;
Otto, Oliver ;
Manalis, Scott R. ;
Di Carlo, Dino ;
Guck, Jochen .
NATURE METHODS, 2020, 17 (06) :587-+
[39]   Flow Rate-Independent Multiscale Liquid Biopsy for Precision Oncology [J].
Wang, Jie ;
Dallmann, Robert ;
Lu, Renquan ;
Yan, Jing ;
Charmet, Jerome .
ACS SENSORS, 2023, 8 (03) :1200-1210
[40]   Living Chinese Herbal Scaffolds from Microfluidic Bioprinting for Wound Healing [J].
Wang, Xiaocheng ;
Jia, Jinxuan ;
Niu, Mengying ;
Li, Wenzhao ;
Zhao, Yuanjin .
RESEARCH, 2023, 6