Back

Multiscale Rheology of Aging Cancer Spheroids

Gnanachandran, K.; Berardi, M.; Skar, A.; Pyka-Fosciak, G.; Pabijan, J.; Lopez Alonso, J.; B. Akca, I.; Lekka, M.

2023-08-02 biophysics
10.1101/2023.07.31.550652 bioRxiv
Show abstract

Cancer spheroids offer a valuable experimental model that mimics the complexity and heterogeneity of solid tumors. Characterizing their mechanical response is crucial for understanding tumor development, progression, and drug response. Currently, whole live spheroids are analyzed primarily using image analysis, which is challenging, requires extended incubation times, and has limited imaging depth. Here, we present a new label-free approach for characterizing sub-superficial structures of bladder cancer spheroids and measuring their mechanical response at three distinct stages of cancer progression. We study the microrheological changes induced by aging at the cellular and cluster levels by conducting a multi-physics characterization and modeling approach. We find that spheroids exhibit viscoelastic behavior that can be described by fractional models. We show that spheroids are mechanically heterogeneous, with strong depth and time-dependent variations associated with evolving structural features. Our approach opens new possibilities to study 3D in vitro models, paving the way for the discovery of novel and more precise procedure in cancer diagnosis based on the use of mechanomarkers.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
Acta Biomaterialia
92 papers in training set
Top 0.1%
26.0%
2
The European Physical Journal E
14 papers in training set
Top 0.1%
5.4%
3
Scientific Reports
3612 papers in training set
Top 17%
5.4%
4
Soft Matter
60 papers in training set
Top 0.2%
5.4%
5
Small
78 papers in training set
Top 0.2%
5.1%
6
Biophysical Journal
631 papers in training set
Top 2%
4.8%
50% of probability mass above
7
Journal of The Royal Society Interface
235 papers in training set
Top 1%
4.0%
8
eLife
5828 papers in training set
Top 37%
3.0%
9
PLOS ONE
5266 papers in training set
Top 41%
2.6%
10
Advanced Healthcare Materials
85 papers in training set
Top 0.9%
2.1%
11
Nanoscale
42 papers in training set
Top 0.4%
1.7%
12
Materials Today Bio
20 papers in training set
Top 0.4%
1.7%
13
Advanced Biology
29 papers in training set
Top 0.3%
1.5%
14
Cell Reports Physical Science
19 papers in training set
Top 0.1%
1.5%
15
Advanced Science
286 papers in training set
Top 7%
1.1%
16
Nature Communications
5641 papers in training set
Top 52%
1.1%
17
APL Bioengineering
19 papers in training set
Top 0.2%
1.1%
18
Small Methods
29 papers in training set
Top 0.5%
1.1%
19
Biomaterials
84 papers in training set
Top 1%
1.0%
20
PLOS Computational Biology
1863 papers in training set
Top 18%
1.0%
21
Frontiers in Bioengineering and Biotechnology
98 papers in training set
Top 2%
1.0%
22
Journal of Biomechanics
64 papers in training set
Top 0.7%
1.0%
23
Physical Review Research
49 papers in training set
Top 0.9%
0.8%
24
iScience
1154 papers in training set
Top 36%
0.8%
25
Advanced Materials Interfaces
10 papers in training set
Top 0.2%
0.8%
26
PNAS Nexus
159 papers in training set
Top 4%
0.8%
27
Biomaterials Science
24 papers in training set
Top 0.7%
0.8%
28
Journal of the Mechanical Behavior of Biomedical Materials
24 papers in training set
Top 0.4%
0.8%
29
Cancers
213 papers in training set
Top 5%
0.6%
30
Sensors
43 papers in training set
Top 2%
0.6%