A polyion complex sensor array for markerless and noninvasive identification of differentiated mesenchymal stem cells from human adipose tissue

被引:32
作者
Tomita, Shunsuke [1 ]
Sakao, Miho [2 ]
Kurita, Ryoji [1 ]
Niwa, Osamu [1 ]
Yoshimoto, Keitaro [2 ,3 ]
机构
[1] Natl Inst Adv Ind Sci & Technol, Biomed Res Inst, Tsukuba, Ibaraki 3058566, Japan
[2] Univ Tokyo, Coll Arts & Sci, Meguro Ku, Tokyo 1538902, Japan
[3] Univ Tokyo, Grad Sch Arts & Sci, Dept Life Sci, Meguro Ku, Tokyo 1538902, Japan
关键词
METASTATIC CELLS; SECRETOME ANALYSIS; PROTEINS; CANCER; TOOL; NANOPARTICLES; RECEPTORS; KINASES; DESIGN; SYSTEM;
D O I
10.1039/c5sc01259g
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Currently available methods for stem cell evaluation require both prior knowledge of specific markers and invasive cell lysis or staining, hampering the development of stem cell products with assured safety and quality. Here, we present a strategy using optical cross-reactive sensor arrays for markerless and noninvasive identification of differentiated stem cell lineages with common laboratory equipment. The sensor array consists of a library of polyion complexes (PICs) between anionic enzymes and synthetic poly(ethylene glycol)-modified polyamines, which can recognize "secretomic signatures" in cell culture supernatants. Due to the reversible nature of PIC formation, the incubation of diluted culture supernatants with PICs caused enzyme release through competitive interactions between the secreted molecules and the PICs, generating unique patterns of recovery in enzyme activity for individual cell types or lineages. Linear discriminant analysis of the patterns allowed not only normal/cancer cell discrimination but also lineage identification of osteogenic and adipogenic differentiation of human mesenchymal stem cells, therefore providing an effective way to characterize cultured cells in the fields of regenerative medicine, tissue engineering and cell biology.
引用
收藏
页码:5831 / 5836
页数:6
相关论文
共 48 条
[1]   Characterization of human embryonic stem cell lines by the International Stem Cell Initiative [J].
Adewumi, Oluseun ;
Aflatoonian, Behrouz ;
Ahrlund-Richter, Lars ;
Amit, Michal ;
Andrews, Peter W. ;
Beighton, Gemma ;
Bello, Paul A. ;
Benvenisty, Nissim ;
Berry, Lorraine S. ;
Bevan, Simon ;
Blum, Barak ;
Brooking, Justin ;
Chen, Kevin G. ;
Choo, Andre B. H. ;
Churchill, Gary A. ;
Corbel, Marie ;
Damjanov, Ivan ;
Draper, Jon S. ;
Dvorak, Petr ;
Emanuelsson, Katarina ;
Fleck, Roland A. ;
Ford, Angela ;
Gertow, Karin ;
Gertsenstein, Marina ;
Gokhale, Paul J. ;
Hamilton, Rebecca S. ;
Hampl, Ales ;
Healy, Lyn E. ;
Hovatta, Outi ;
Hyllner, Johan ;
Imreh, Marta P. ;
Itskovitz-Eldor, Joseph ;
Jackson, Jamie ;
Johnson, Jacqueline L. ;
Jones, Mark ;
Kee, Kehkooi ;
King, Benjamin L. ;
Knowles, Barbara B. ;
Lako, Majlinda ;
Lebrin, Franck ;
Mallon, Barbara S. ;
Manning, Daisy ;
Mayshar, Yoav ;
Mckay, Ronald D. G. ;
Michalska, Anna E. ;
Mikkola, Milla ;
Mileikovsky, Masha ;
Minger, Stephen L. ;
Moore, Harry D. ;
Mummery, Christine L. .
NATURE BIOTECHNOLOGY, 2007, 25 (07) :803-816
[2]   A practical approach to optical cross-reactive sensor arrays [J].
Anzenbacher, Pavel, Jr. ;
Lubal, Premysl ;
Bucek, Pavel ;
Palacios, Manuel A. ;
Kozelkova, Maria E. .
CHEMICAL SOCIETY REVIEWS, 2010, 39 (10) :3954-3979
[3]   Optical sensor arrays for chemical sensing: the optoelectronic nose [J].
Askim, Jon R. ;
Mahmoudi, Morteza ;
Suslick, Kenneth S. .
CHEMICAL SOCIETY REVIEWS, 2013, 42 (22) :8649-8682
[4]   Array-Based Sensing of Normal, Cancerous, and Metastatic Cells Using Conjugated Fluorescent Polymers [J].
Bajaj, Avinash ;
Miranda, Oscar R. ;
Phillips, Ronnie ;
Kim, Ik-Bum ;
Jerry, D. Joseph ;
Bunz, Uwe H. F. ;
Rotello, Vincent M. .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2010, 132 (03) :1018-1022
[5]   Detection and differentiation of normal, cancerous, and metastatic cells using nanoparticle-polymer sensor arrays [J].
Bajaj, Avinash ;
Miranda, Oscar R. ;
Kim, Ik-Bum ;
Phillips, Ronnie L. ;
Jerry, D. Joseph ;
Bunz, Uwe H. F. ;
Rotello, Vincent M. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (27) :10912-10916
[6]   Synthetic lectin arrays for the detection and discrimination of cancer associated glycans and cell lines [J].
Bicker, Kevin L. ;
Sun, Jing ;
Harrell, Morgan ;
Zhang, Yu ;
Pena, Maria M. ;
Thompson, Paul R. ;
Lavigne, John J. .
CHEMICAL SCIENCE, 2012, 3 (04) :1147-1156
[7]  
Brown KJ, 2012, EXPERT REV PROTEOMIC, V9, P337, DOI [10.1586/EPR.12.21, 10.1586/epr.12.21]
[8]   Characterization of human mesenchymal stem cell secretome at early steps of adipocyte and osteoblast differentiation [J].
Chiellini, Chiara ;
Cochet, Olivia ;
Negroni, Luc ;
Samson, Michel ;
Poggi, Marjorie ;
Ailhaud, Gerard ;
Alessi, Marie-Christine ;
Dani, Christian ;
Amri, Ez-Zoubir .
BMC MOLECULAR BIOLOGY, 2008, 9
[9]  
De M, 2009, NAT CHEM, V1, P461, DOI [10.1038/nchem.334, 10.1038/NCHEM.334]
[10]   Conditioned media from cell lines: A complementary model to clinical specimens for the discovery of disease-specific biomarkers [J].
Dowling, Paul ;
Clynes, Martin .
PROTEOMICS, 2011, 11 (04) :794-804