ABSTRACT
VolSurf+ in silico physicochemical descriptors for both the cationic and the anionic counterparts of ionic liquids (ILs) have been derived. These descriptors, suitable for molecular modelling of IL structures which, due to their amphiphilic nature, interact strongly with biological matrices, can be related to aquatic toxicity by means of a partial least squares statistical model. This model gives an insight into the relationships between structural physicochemical properties and aquatic toxicity as well as a satisfactory quantitative structure-property correlation, allowing prediction of aquatic toxicity scores of ILs.
Subject(s)
Chemical Phenomena , Computer Simulation , Ionic Liquids/toxicity , Structure-Activity RelationshipABSTRACT
Five in silico principal properties (PPs) for 218 heterocyclic cations and four PPs for 38 organic and inorganic anionic counterparts of ionic liquids (ILs) were derived by the VolSurf+ approach. VolSurf+ physicochemical descriptors take into account several cationic structural features of ILs such as heterocyclic aromatic and non-aromatic cationic cores, alkyl chain length, presence of oxygen atoms in the substituents as well as the properties of a wide variety of inorganic and organic anions. Combination of these cation and anion PPs can provide descriptors for over 8000 ILs, thus allowing the development of QSPR models for IL cytotoxicity (IPC-81 rat cell line) and enzyme toxicity (acetylcholinesterase inhibition). The adoption of a Partial Least Squares approach, relating PPs and toxicities, provided affordable predictions for ILs in both learning and external validation sets, implying the possibility to extend the predictive model to a set of 520 ILs. This allows us to establish priorities in selecting ILs for experimental hazard assessment as required by the REACH regulation.
ABSTRACT
AIMS: To synthesize novel polyhydroxyethylaspartamide (PHEA) copolymers containing spermine (Spm) and polyethylene glycol (PEG) moieties in high yields, with the expectation that this material would show stealth properties and the ability to complex DNA by electrostatic interactions. MATERIALS & METHODS: PHEA-PEG-Spm copolymer was prepared with a two-step reaction. Chemical, physicochemical and biological characterizations of PHEA-PEG-Spm copolymers and their obtained polyplexes with pDNA were performed. RESULTS: The introduction of spermine in PHEA structure allows to obtain a copolymer bearing in the side chains polyamine moieties capable to interact with DNA. On the other hand, the introduction of PEG in polymeric structure increased the DNA condensing ability of PHEA-PEG-Spm copolymer in comparison with the derivatives without PEG (PHEA-Spm), and improved its characteristics of biocompatibility. CONCLUSIONS: PHEA-PEG-Spm copolymer shows excellent ability to complex and condense plasmidic DNA giving interpolyelectrolyte complexes to act as gene delivery systems. Moreover, PEGylation confers to the obtained interpolyelectrolyte complexes stealth properties.
Subject(s)
Gene Transfer Techniques , Genetic Vectors , Nanotechnology/methods , Peptides/chemistry , Polyethylene Glycols/chemistry , Animals , DNA/chemistry , Electrolytes , Erythrocytes/drug effects , Humans , Melanoma, Experimental , Mice , Models, Chemical , Polyamines/chemistry , Spermine/chemistry , Static ElectricityABSTRACT
AIMS: To prepare new copolymers, useful for gene delivery, based on alpha, beta-poly-(N-2-hydroxyethyl)-D, L-aspartamide (PHEA) as a polymeric backbone and bearing an oligoamine such as diethylenetriamine in the side chain. Moreover, in order to reduce solvent volume and make the reaction faster, microwave-assisted heating was used. MATERIALS & METHODS: PHEA copolymers bearing different amounts of diethylenetriamine were prepared using bis(4-nitrophenyl) carbonate as a condensing agent with the use of microwaves. Chemical, physico-chemical and biological characterization of PHEA-diethylenetriamine copolymers and their complexes obtained with DNA were performed. RESULTS: Copolymers showed good DNA complexing and condensing abilities depending on the oligoamine derivatization degree and good hemocompatibility. Moreover, plasmid DNA/copolymer polyplexes showed very good cytocompatibility on B16F10 and N2A cell lines. CONCLUSION: Results support the use of these copolymers as gene delivery systems in the future. Finally, the use of microwaves makes the proposed synthetic method advantageous as time and solvents are saved.
Subject(s)
DNA/metabolism , Microwaves , Polyamines/chemical synthesis , Polyamines/metabolism , Polyhydroxyethyl Methacrylate/analogs & derivatives , Polymers/chemical synthesis , Animals , Cell Line, Tumor , Cell Survival/drug effects , DNA/pharmacology , Erythrocyte Aggregation/drug effects , Gene Transfer Techniques , Hemolysis/drug effects , Humans , Mice , Nitrophenols/chemical synthesis , Nitrophenols/chemistry , Polyamines/chemistry , Polyamines/pharmacology , Polyhydroxyethyl Methacrylate/chemical synthesis , Polyhydroxyethyl Methacrylate/chemistry , Polyhydroxyethyl Methacrylate/metabolism , Polyhydroxyethyl Methacrylate/pharmacology , Polymers/chemistry , Polymers/metabolism , Polymers/pharmacologyABSTRACT
Aim of this paper was that to prepare biocompatible, polyaspartamide based copolymers containing spermine or spermine/hydrophobic side chains able to condense nucleic acids and to transfect mammalian cells. Copolymers were prepared starting from alpha,beta-poly-(N-2-hydroxyethyl)-D,L-aspartamide (PHEA) and exploiting the reactive hydroxyl groups in the polymeric side chains by subsequent activation reactions to obtain PHEA-Spermine (PHEA-Spm) and PHEA-Spermine-Butyramide (PHEA-Spm-C(4)). Molecular, physico-chemical and biological characterization of copolymers and interpolyelectrolyte complexes with plasmid DNA was performed. Experimental results evidenced that these copolymers are able to form complexes with plasmid DNA already at low polycation/DNA weight ratio ranging from 0.75/1 to 2/1. Interpolyelectrolyte complexes with decreased size were obtained when increasing the polycation/DNA weight ratio, until nanosized dimensions were reached. Copolymers as well as complexes were not haemolytic and non toxic in vitro. In vitro cell transfection with PHEA derivatives showed good biocompatibility and high transfection efficiency (luciferase) in cancer cells in comparison with commercially available, but toxic transfection agents.
Subject(s)
Gene Transfer Techniques , Peptides/administration & dosage , Spermine/chemical synthesis , Spermine/toxicity , Cell Line, Tumor , Cell Survival/drug effects , Cells, Cultured , DNA/administration & dosage , DNA/metabolism , DNA Adducts/chemical synthesis , DNA Adducts/metabolism , Erythrocyte Membrane/drug effects , Humans , Luciferases/genetics , Peptides/chemical synthesis , Peptides/chemistry , Peptides/toxicity , Spermine/chemistry , Transfection/methodsABSTRACT
Application of a soft multivariate statistical procedure, called PLS, partial least squares modelling in latent variables or projections to latent structures, allows extensive exploitation of the enormous amount of information embedded in the National Cancer Institute gene expression and antitumour screen databases. Interpretation of the statistical results provides new significant biological insights such as classification of human tumour cell lines based on their gene expression patterns, evaluation of the influence of gene transcripts on drug efficacy and assessment of their selectivity for classes of compounds which act by the same mechanism, and identification of uncharacterized gene expression targets involved in cancer chemotherapy. Among them, the transcripts GC11121, GC17689, and GC18564 (unknown gene products extremely selective for RNA/DNA antimetabolites) are indicated by the present work as deserving high priority in future molecular studies.