학술논문

Mapping Cell Viability Quantitatively and Independently From Cell Density in 3D Gels Noninvasively
Document Type
Periodical
Source
IEEE Transactions on Biomedical Engineering IEEE Trans. Biomed. Eng. Biomedical Engineering, IEEE Transactions on. 68(10):2940-2947 Oct, 2021
Subject
Bioengineering
Computing and Processing
Components, Circuits, Devices and Systems
Communication, Networking and Broadcast Technologies
Magnetic resonance imaging
Nuclear magnetic resonance
Statistics
Sociology
Electron tubes
Three-dimensional displays
Density measurement
Biomanufacturing
bioreactor
cell density
hydrogel
MRI
noninvasive
proliferation
viability
Language
ISSN
0018-9294
1558-2531
Abstract
Objective: In biomanufacturing there is a need for quantitative methods to map cell viability and density inside 3D bioreactors to assess health and proliferation over time. Recently, noninvasive MRI readouts of cell density have been achieved. However, the ratio of live to dead cells was not varied. Herein we present an approach for measuring the viability of cells embedded in a hydrogel independently from cell density to map cell number and health. Methods: Independent quantification of cell viability and density was achieved by calibrating the $\boldsymbol{^1}$H magnetization transfer- (MT) and diffusion-weighted NMR signals to samples of known cell density and viability using a multivariate approach. Maps of cell viability and density were generated by weighting NMR images by these parameters post-calibration. Results: Using this method, the limits of detection (LODs) of total cell density and viable cell density were found to be $\boldsymbol{3.88 \times 10^{8}}$ cells $\boldsymbol{\cdot }$ mL$\boldsymbol{^{-1}\cdot }$ Hz$\boldsymbol{^{-1/2}}$ and $\boldsymbol{2.36 \times 10^{9}}$ viable cells $\boldsymbol{\cdot }$ mL$\boldsymbol{^{-1}\cdot }$ Hz$\boldsymbol{^{-1/2}}$ respectively. Conclusion: This mapping technique provides a noninvasive means of visualizing cell viability and number density within optically opaque bioreactors. Significance: We anticipate that such nondestructive readouts will provide valuable feedback for monitoring and controlling cell populations in bioreactors.