Noninvasive Fingerprinting-Based Tracking of Replicative Cellular Senescence Using a Colorimetric Polyion Complex Array
Author(s) -
Shunsuke Tomita,
Hiroki Nomoto,
Toru Yoshitomi,
Kazutoshi Iijima,
Mineo Hashizume,
Keitaro Yoshimoto
Publication year - 2018
Publication title -
analytical chemistry
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.117
H-Index - 332
eISSN - 1520-6882
pISSN - 0003-2700
DOI - 10.1021/acs.analchem.8b00795
Subject(s) - senescence , chemistry , fingerprint (computing) , in vitro , linear discriminant analysis , cellular senescence , cell , computational biology , hierarchical clustering , tracking (education) , cluster analysis , microbiology and biotechnology , cell culture , biochemistry , phenotype , biology , genetics , artificial intelligence , computer science , gene , psychology , pedagogy
A fingerprint-based sensing approach was used to characterize in vitro cellular senescence. Secretion profiles of cultured human fibroblasts in different senescent stages were transformed into colorimetric enzyme-activity fingerprints by applying cell culture media to a polyion complex array. Analysis of the obtained fingerprints using pattern recognition methods, such as linear discriminant analysis and hierarchical clustering analysis, revealed that the polyion complex array allows the noninvasive tracking of the replicative senescence progress even in those stages where a conventional marker such as senescence-associated β-galactosidase is negative. This fingerprint-based approach should thus offer an effective way for the routine monitoring or screening of in vitro cell senescence studies.
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