Quantitative non-invasive cell characterisation and discrimination based on multispectral autofluorescence features

被引:65
作者
Gosnell, Martin E. [1 ,2 ]
Anwer, Ayad G. [2 ]
Mahbub, Saabah B. [2 ]
Perinchery, Sandeep Menon [2 ]
Inglis, David W. [2 ]
Adhikary, Partho P. [3 ]
Jazayeri, Jalal A. [3 ]
Cahill, Michael A. [3 ]
Saad, Sonia [4 ]
Pollock, Carol A. [4 ]
Sutton-McDowall, Melanie L. [5 ,6 ,7 ]
Thompson, Jeremy G. [5 ,6 ,7 ]
Goldys, Ewa M. [2 ]
机构
[1] Quantitat Pty Ltd, ABN 17165684186, Beaumont Hills, NSW 2155, Australia
[2] Macquarie Univ, ARC Ctr Excellence Nanoscale Biophoton, N Ryde, NSW 2109, Australia
[3] Charles Sturt Univ, Sch Biomed Sci, Wagga Wagga, NSW 2678, Australia
[4] Univ Sydney, Royal N Shore Hosp, Northern Clin Sch, Kolling Inst Med Res, St Leonards, NSW 2065, Australia
[5] Univ Adelaide, Sch Paediat & Reprod Hlth, Robinson Res Inst, Sch Med, Frome Rd, Adelaide, SA 5005, Australia
[6] Univ Adelaide, Australian Res Council Ctr Excellence Nanoscale B, Adelaide, SA 5005, Australia
[7] Univ Adelaide, Inst Photon & Adv Sensing, Adelaide, SA 5005, Australia
来源
SCIENTIFIC REPORTS | 2016年 / 6卷
基金
澳大利亚研究理事会;
关键词
MESENCHYMAL STEM-CELLS; STROMAL CELLS; FIBROBLASTS; MICROSCOPY; SUBPOPULATION; HETEROGENEITY; NEPHROPATHY; DEFICIENCY; MECHANISMS; MARKERS;
D O I
10.1038/srep23453
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
Automated and unbiased methods of non-invasive cell monitoring able to deal with complex biological heterogeneity are fundamentally important for biology and medicine. Label-free cell imaging provides information about endogenous autofluorescent metabolites, enzymes and cofactors in cells. However extracting high content information from autofluorescence imaging has been hitherto impossible. Here, we quantitatively characterise cell populations in different tissue types, live or fixed, by using novel image processing and a simple multispectral upgrade of a wide-field fluorescence microscope. Our optimal discrimination approach enables statistical hypothesis testing and intuitive visualisations where previously undetectable differences become clearly apparent. Label-free classifications are validated by the analysis of Classification Determinant (CD) antigen expression. The versatility of our method is illustrated by detecting genetic mutations in cancer, non-invasive monitoring of CD90 expression, label-free tracking of stem cell differentiation, identifying stem cell subpopulations with varying functional characteristics, tissue diagnostics in diabetes, and assessing the condition of preimplantation embryos.
引用
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页数:11
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