Particle uptake in cancer cells can predict malignancy and drug resistance using machine learning

Y Goldstein, OT Cohen, O Wald, D Bavli, T Kaplan… - Science …, 2024 - science.org
… Conceptually similar to this approach, our study establishes particle uptake as a method to
Particle uptake patterns are expected to provide an additional layer of information related to …

Comparing cellular uptake and cytotoxicity of targeted drug carriers in cancer cell lines with different drug resistance mechanisms

T Lei, S Srinivasan, Y Tang, R Manchanda… - … , Biology and Medicine, 2011 - Elsevier
… the cellular uptake and cytotoxicity of targeted and nontargeted DOX-loaded NPs in drug-resistant
The drug loading of the conjugated particles was lower than for their nonconjugated …

Enhancement of cellular uptake and cytotoxicity of curcumin-loaded PLGA nanoparticles by conjugation with anti-P-glycoprotein in drug resistance cancer cells

W Punfa, S Yodkeeree, P Pitchakarn… - Acta Pharmacologica …, 2012 - nature.com
… -NPs, including particle size, zeta potential, particle morphology and Cur release … uptake
and cytotoxicity of targeted and nontargeted Cur-loaded NPs in drug resistant (KB-V1) and drug

Mechanistic modeling identifies drug-uptake history as predictor of tumor drug resistance and nano-carrier-mediated response

J Pascal, CE Ashley, Z Wang, TA Brocato, JD Butner… - ACS …, 2013 - ACS Publications
resistance to the free drug because of improved cellular uptake rates, and that dose response
curves to nanocarrier mediated drug delivery are equivalent to those for free-drug, but “…

[HTML][HTML] Drug uptake-based chemoresistance in breast cancer treatment

H Muley, R Fado, R Rodriguez-Rodriguez… - Biochemical …, 2020 - Elsevier
… For example, LDL particles that are engulfed through LDLR are transferred to lysosomes
for … In summary, Pt-based drug resistance is an important event in the therapeutics of a wide …

Impact of drug particle shape on permeability and cellular uptake in the lung

S Zellnitz, L Zellnitz, MT Müller, C Meindl… - European Journal of …, 2019 - Elsevier
… similar trends in rate and preference of particle uptake. … Particle uptake by epithelial cells
and macrophages differs regarding the size. Only macrophages can efficiently ingest particles >…

Engineered design of mesoporous silica nanoparticles to deliver doxorubicin and P-glycoprotein siRNA to overcome drug resistance in a cancer cell line

H Meng, M Liong, T Xia, Z Li, Z Ji, JI Zink, AE Nel - ACS nano, 2010 - ACS Publications
… -MSNP) were retained in the particles that localized in the peri-… particle uptake compared
to the unmodified MSNP. However, while much of the drug remained confined to the particles, …

A cell-targeted, size-photocontrollable, nuclear-uptake nanodrug delivery system for drug-resistant cancer therapy

L Qiu, T Chen, I Öçsoy, E Yasun, C Wu, G Zhu… - Nano …, 2015 - ACS Publications
… the nuclear uptake of nanodrugs is mainly attributed to small particle size, thus avoiding
complicated NLS modification processes and maintaining the valid occupancy of drug-loading …

Nanocarriers enhance doxorubicin uptake in drug-resistant ovarian cancer cells

HC Arora, MP Jensen, Y Yuan, A Wu, S Vogt… - Cancer research, 2012 - AACR
… to overcome this common mechanism of drug resistance in cancer cells. Doxorubicin
nanocarriers (DNC) increased effective drug uptake in drug-resistant ovarian cells. Mechanistically, …

Therapeutic nanoparticles to combat cancer drug resistance

CMJ Hu, L Zhang - Current drug metabolism, 2009 - ingentaconnect.com
… non-specific cellular uptake, and poor tumor vascularity that limits drug accessing to tumor
tissues [2]. … A particle diameter between 50 to 150nm is optimal for drug retention and tumor ex…