Multiparametric quantitative phase imaging for real-time, single cell, drug screening in breast cancer

被引:16
|
作者
Polanco, Edward R. [1 ]
Moustafa, Tarek E. [1 ]
Butterfield, Andrew [2 ,3 ]
Scherer, Sandra D. [2 ,3 ]
Cortes-Sanchez, Emilio [2 ,3 ]
Bodily, Tyler [1 ]
Spike, Benjamin T. [2 ,3 ]
Welm, Bryan E. [2 ,4 ]
Bernard, Philip S. [2 ,5 ,6 ]
Zangle, Thomas A. [1 ,2 ]
机构
[1] Univ Utah, Dept Chem Engn, Salt Lake City, UT 84112 USA
[2] Univ Utah, Huntsman Canc Inst, Salt Lake City, UT 84112 USA
[3] Univ Utah, Dept Oncol Sci, Salt Lake City, UT USA
[4] Univ Utah, Dept Surg, Salt Lake City, UT USA
[5] Univ Utah, Dept Pathol, Salt Lake City, UT USA
[6] ARUP Inst Clin & Expt Pathol, Salt Lake City, UT USA
关键词
PRECISION MEDICINE; MASS; MICROSCOPY; GROWTH; PROLIFERATION; RESISTANCE; RESPONSES;
D O I
10.1038/s42003-022-03759-1
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Quantitative phase imaging (QPI) measures the growth rate of individual cells by quantifying changes in mass versus time. Here, we use the breast cancer cell lines MCF-7, BT-474, and MDA-MB-231 to validate QPI as a multiparametric approach for determining response to single-agent therapies. Our method allows for rapid determination of drug sensitivity, cytotoxicity, heterogeneity, and time of response for up to 100,000 individual cells or small clusters in a single experiment. We find that QPI EC50 values are concordant with CellTiter-Glo (CTG), a gold standard metabolic endpoint assay. In addition, we apply multiparametric QPI to characterize cytostatic/cytotoxic and rapid/slow responses and track the emergence of resistant subpopulations. Thus, QPI reveals dynamic changes in response heterogeneity in addition to average population responses, a key advantage over endpoint viability or metabolic assays. Overall, multiparametric QPI reveals a rich picture of cell growth by capturing the dynamics of single-cell responses to candidate therapies. The authors developed a real-time and label-free approach based on quantitative phase imaging to determine drug sensitivity with significant advantages over endpoint viability or metabolic assays, and which reveals single cell response heterogeneity.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Multiparametric quantitative phase imaging for real-time, single cell, drug screening in breast cancer
    Edward R. Polanco
    Tarek E. Moustafa
    Andrew Butterfield
    Sandra D. Scherer
    Emilio Cortes-Sanchez
    Tyler Bodily
    Benjamin T. Spike
    Bryan E. Welm
    Philip S. Bernard
    Thomas A. Zangle
    Communications Biology, 5
  • [2] Real-time single-cell drug response assay in metastatic breast cancer cell lines using quantitative phase imaging.
    Moustafa, Tarek E.
    Polanco, Edward R.
    Butterfield, Andrew
    Scherer, Sandra D.
    Welm, Bryan E.
    Bernard, Philip S.
    Zangle, Thomas A.
    CANCER RESEARCH, 2021, 81 (13)
  • [3] Real-time multiparametric analysis in a single processor
    Bastian, C
    IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 1996, 43 (04) : 2343 - 2345
  • [4] Multiparametric Cystoscopy for Detection of Bladder Cancer Using Real-time Multispectral Imaging
    Kriegmair, Maximilian C.
    Rother, Jan
    Grychtol, Bartomiej
    Theuring, Martin
    Ritter, Manuel
    Guenes, Cagatay
    Michel, Maurice S.
    Deliolanis, Nikolaos C.
    Bolenz, Christian
    EUROPEAN UROLOGY, 2020, 77 (02) : 251 - 259
  • [5] Real-Time Imaging of Single Cancer-Cell Dynamics of Lung Metastasis
    Kimura, Hiroaki
    Hayashi, Katsuhiro
    Yamauchi, Kensuke
    Yamamoto, Norio
    Tsuchiya, Hiroyuki
    Tomita, Katsuro
    Kishimoto, Hiroyuki
    Bouvet, Michael
    Hoffman, Robert M.
    JOURNAL OF CELLULAR BIOCHEMISTRY, 2010, 109 (01) : 58 - 64
  • [6] Real-time quantitative phase imaging with a spatial phase-shifting algorithm
    Debnath, Sanjit K.
    Park, YongKeun
    OPTICS LETTERS, 2011, 36 (23) : 4677 - 4679
  • [7] Quantitative real-time imaging of glutathione
    Jiang, Xiqian
    Chen, Jianwei
    Bajic, Aleksandar
    Zhang, Chengwei
    Song, Xianzhou
    Carroll, Shaina L.
    Cai, Zhao-Lin
    Tang, Meiling
    Xue, Mingshan
    Cheng, Ninghui
    Schaaf, Christian P.
    Li, Feng
    MacKenzie, Kevin R.
    Ferreon, Allan Chris M.
    Xia, Fan
    Wang, Meng C.
    Maletic-Savatic, Mirjana
    Wang, Jin
    NATURE COMMUNICATIONS, 2017, 8
  • [8] Quantitative real-time imaging of glutathione
    Xiqian Jiang
    Jianwei Chen
    Aleksandar Bajić
    Chengwei Zhang
    Xianzhou Song
    Shaina L. Carroll
    Zhao-Lin Cai
    Meiling Tang
    Mingshan Xue
    Ninghui Cheng
    Christian P. Schaaf
    Feng Li
    Kevin R. MacKenzie
    Allan Chris M. Ferreon
    Fan Xia
    Meng C. Wang
    Mirjana Maletić-Savatić
    Jin Wang
    Nature Communications, 8
  • [9] Quantitative real-time imaging of molecular dynamics during cancer cell invasion and metastasis in vivo
    Timpson, Paul
    Serrels, Alan
    Canel, Marta
    Frame, Margaret C.
    Brunton, Valerie G.
    Anderson, Kurt I.
    CELL ADHESION & MIGRATION, 2009, 3 (04) : 351 - 354
  • [10] Real-time single-cell imaging of protein secretion
    Yoshitaka Shirasaki
    Mai Yamagishi
    Nobutake Suzuki
    Kazushi Izawa
    Asahi Nakahara
    Jun Mizuno
    Shuichi Shoji
    Toshio Heike
    Yoshie Harada
    Ryuta Nishikomori
    Osamu Ohara
    Scientific Reports, 4