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Record W2616293926 · doi:10.1002/jbm.a.34992

Effective down‐regulation of signal transducer and activator of transcription 3 (STAT3) by polyplexes of siRNA and lipid‐substituted polyethyleneimine for sensitization of breast tumor cells to conventional chemotherapy

2013· article· en· W2616293926 on OpenAlexafffund
Arash Falamarzian, Hamidreza Montazeri Aliabadi, Ommoleila Molavi, John M. Seubert, Raymond Lai, Hasan Uludağ, Afsaneh Lavasanifar

Bibliographic record

VenueJournal of Biomedical Materials Research Part A · 2013
Typearticle
Languageen
FieldMedicine
TopicCytokine Signaling Pathways and Interactions
Canadian institutionsAlberta Cancer FoundationUniversity of Alberta
FundersCanadian Institutes of Health ResearchAlberta Cancer Foundation
KeywordsSTAT3STAT proteinPaclitaxelCancer researchDoxorubicinSmall interfering RNAGene knockdownViability assayApoptosisBiologyMaterials scienceTransfectionChemotherapyCell cultureBiochemistry

Abstract

fetched live from OpenAlex

Abstract Signal transducer and activator of transcription 3 (STAT3) is a transcription factor that plays a major role in the development of resistance to conventional anti‐cancer drugs in many types of cancer, when constitutively activated. Inhibition of STAT3 is considered as a promising strategy for inhibition of tumor growth and overcoming the drug resistance manifested. In this study, the capability of STAT3 knockdown by lipid substituted low molecular weight (2 kDa) polyethyleneimine (PEI2) complexes of STAT3–siRNA was assessed. The efficiency of PEI/STAT3‐siRNA polyplexes in the induction of STAT3 associated cell death in wild type and drug‐resistant MDA‐MB‐435 breast cancer cells as monotherapy and upon combination with chemotherapeutic agents, doxorubicin and paclitaxel, was also investigated. Our results identified linoleic acid‐substituted (PEI‐LA) polymer as the most efficient carrier among different lipid substituted PEI2 for siRNA delivery, leading to most STAT3 associated loss of cell viability in MDA‐MB‐435 cells. STAT3‐siRNA delivery by the PEI‐LA polymer resulted in efficient down‐regulation of STAT3 at both mRNA and protein levels. Furthermore, pre‐treatment of cancer cells with STAT3–siRNA formulation increased the cytotoxic effect of doxorubicin and paclitaxel in both wild type and drug resistant MDA‐MB‐435 cells. The results of this study point to the potential of PEI‐LA polyplexes of STAT3–siRNA as inhibitors of STAT3 expression in breast tumor cells. The results also demonstrate an improved efficacy for chemotherapeutic drugs in combination with lipid‐substituted low molecular weight PEI‐LA/STAT3‐siRNA complexes in comparison to drug therapy alone. © 2013 Wiley Periodicals, Inc. J Biomed Mater Res Part A: 102A: 3216–3228, 2014.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.014
Threshold uncertainty score0.768

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.021
GPT teacher head0.317
Teacher spread0.296 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations26
Published2013
Admission routes2
Has abstractyes

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Same venueJournal of Biomedical Materials Research Part ASame topicCytokine Signaling Pathways and InteractionsFrench-language works237,207