Back

Metabolic and Anti-Proliferative Responses of Pancreatic Cancer Cells to Ultrasound and Nanobubble Treatment

Appak-Baskoy, S.; Khan, M. S.; Ghaderi, F.; Exner, A. A.; Kolios, M. C.; Coe, I. R.

2026-04-28 cancer biology
10.64898/2026.04.24.720507 bioRxiv
Show abstract

Pancreatic ductal adenocarcinoma (PDAC) remains one of the most lethal malignancies due to its dense stroma, which limits drug delivery and therapeutic efficacy. Ultrasound (US) mediated strategies using nanobubbles (NBs) offer a promising approach to enhance treatment, yet the biological effects of NB exposure and the timing of US application remain unclear. Here, we investigated how NB exposure with immediate (0h) or delayed (1h) US affects viability, proliferation, metabolism, and stress signaling in PANC-1 and BxPC-3 cells. Immediate US exposure in the presence of extracellular nanobubbles resulted in a greater reduction in cell viability at 24 h compared to delayed US application. Proliferation analysis showed that Ki67 positivity decreased following USNB treatments in both cell lines. Metabolically, NB treatment alone increased cellular activity, whereas combined USNB treatment reduced metabolic activity over time. Seahorse analysis revealed higher basal respiration in PANC-1 cells compared to BxPC-3 cells, consistent with a more glycolytic phenotype, while USNB treatment enhanced glycolytic responses, particularly in PANC-1. Moreover, stress responses were also more pronounced in PANC-1 cells, with HSP70 expression increasing up to 2-fold in NB incubated group and decreasing in USNB groups compared to untreated, whereas BxPC-3 cells exhibited only modest and opposite changes to PANC-1 in HSP70 expression decreasing with NB incubation. Treatment timing critically influenced outcomes, with immediate US producing stronger antiproliferative and cytotoxic effects, highlighting the importance of sequencing in USNB therapeutic strategies. Moreover, NBs alone stimulated metabolic and stress responses that may promote proliferation, whereas NBs combined with US induced stronger stress responses associated with metabolic reprogramming and reduced proliferation.

Matching journals

The top 14 journals account for 50% of the predicted probability mass.

1
Scientific Reports
3102 papers in training set
Top 2%
15.2%
2
Journal of Translational Medicine
46 papers in training set
Top 0.1%
5.0%
3
PLOS ONE
4510 papers in training set
Top 34%
4.1%
4
Advanced Functional Materials
41 papers in training set
Top 0.7%
3.7%
5
Advanced Science
249 papers in training set
Top 6%
3.2%
6
BMC Cancer
52 papers in training set
Top 0.8%
2.8%
7
Cancers
200 papers in training set
Top 2%
2.8%
8
Journal of Controlled Release
39 papers in training set
Top 0.4%
2.5%
9
Bioactive Materials
18 papers in training set
Top 0.3%
2.4%
10
Theranostics
33 papers in training set
Top 0.3%
2.4%
11
Lab on a Chip
88 papers in training set
Top 0.5%
2.0%
12
Advanced Healthcare Materials
71 papers in training set
Top 1.0%
1.8%
13
ACS Nano
99 papers in training set
Top 2%
1.8%
14
Bioengineering & Translational Medicine
21 papers in training set
Top 0.4%
1.8%
50% of probability mass above
15
Cancer Research Communications
46 papers in training set
Top 0.4%
1.7%
16
iScience
1063 papers in training set
Top 17%
1.5%
17
Journal of Nanobiotechnology
10 papers in training set
Top 0.1%
1.4%
18
Frontiers in Cell and Developmental Biology
218 papers in training set
Top 5%
1.4%
19
Cells
232 papers in training set
Top 3%
1.4%
20
Frontiers in Oncology
95 papers in training set
Top 2%
1.4%
21
PeerJ
261 papers in training set
Top 9%
1.3%
22
PLOS Computational Biology
1633 papers in training set
Top 19%
1.3%
23
Computers in Biology and Medicine
120 papers in training set
Top 3%
1.3%
24
Materials Today Bio
18 papers in training set
Top 0.4%
1.0%
25
International Journal of Molecular Sciences
453 papers in training set
Top 13%
0.8%
26
ACS Omega
90 papers in training set
Top 3%
0.8%
27
Biochemistry and Biophysics Reports
28 papers in training set
Top 1%
0.8%
28
Neoplasia
22 papers in training set
Top 0.6%
0.8%
29
Bioconjugate Chemistry
17 papers in training set
Top 0.2%
0.8%
30
Journal of Biophotonics
16 papers in training set
Top 0.6%
0.8%