{"title":"Optimizing design for carbon nanotubes as gene delivery carriers: A computer study","authors":"Yezhuo Zhang , Zhun Zhang , Zhuo Li , Ye Li","doi":"10.1016/j.molliq.2025.127731","DOIUrl":null,"url":null,"abstract":"<div><div>Understanding the interaction mechanisms between carbon nanotubes (CNTs) and lipid membranes is crucial for advancing drug/gene delivery technologies. However, design principles for CNTs as drugs/genes with efficient transmembrane transport ability are still lacking. In this work, we used molecular dynamics (MD) simulations to systematically investigate the transmembrane mechanism for different properties of CNTs with varying aspect ratios, surface properties (including helical, striped, and hydrophobic modifications), single-walled carbon nanotubes (SWNTs), multi-walled carbon nanotubes (MWNTs) and the concentration of CNTs. Our results show that when either CNT length or diameter is smaller than the membrane thickness, they exhibit better membrane penetration and lower cytotoxicity. The initial angle of the CNT has little impact on its penetration ability. Surface modifications significantly affect the penetration process. Hydrophobic CNTs achieve the highest penetration efficiency, while striped modifications improve solubility and facilitate better membrane penetration compared to helical modifications. We also find that CNTs at higher concentrations tend to induce more significant cytotoxicity. Furthermore, loading genes inside CNT improves membrane penetration and reduces cytotoxicity, providing a safer and more efficient delivery method than outside loading. These findings highlight the importance of optimizing CNT properties such as aspect ratio, surface modification, and concentration to achieve safe and efficient transmembrane delivery, which guides the design of CNT for gene/drug delivery.</div></div>","PeriodicalId":371,"journal":{"name":"Journal of Molecular Liquids","volume":"432 ","pages":"Article 127731"},"PeriodicalIF":5.3000,"publicationDate":"2025-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Molecular Liquids","FirstCategoryId":"92","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0167732225009079","RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Understanding the interaction mechanisms between carbon nanotubes (CNTs) and lipid membranes is crucial for advancing drug/gene delivery technologies. However, design principles for CNTs as drugs/genes with efficient transmembrane transport ability are still lacking. In this work, we used molecular dynamics (MD) simulations to systematically investigate the transmembrane mechanism for different properties of CNTs with varying aspect ratios, surface properties (including helical, striped, and hydrophobic modifications), single-walled carbon nanotubes (SWNTs), multi-walled carbon nanotubes (MWNTs) and the concentration of CNTs. Our results show that when either CNT length or diameter is smaller than the membrane thickness, they exhibit better membrane penetration and lower cytotoxicity. The initial angle of the CNT has little impact on its penetration ability. Surface modifications significantly affect the penetration process. Hydrophobic CNTs achieve the highest penetration efficiency, while striped modifications improve solubility and facilitate better membrane penetration compared to helical modifications. We also find that CNTs at higher concentrations tend to induce more significant cytotoxicity. Furthermore, loading genes inside CNT improves membrane penetration and reduces cytotoxicity, providing a safer and more efficient delivery method than outside loading. These findings highlight the importance of optimizing CNT properties such as aspect ratio, surface modification, and concentration to achieve safe and efficient transmembrane delivery, which guides the design of CNT for gene/drug delivery.
期刊介绍:
The journal includes papers in the following areas:
– Simple organic liquids and mixtures
– Ionic liquids
– Surfactant solutions (including micelles and vesicles) and liquid interfaces
– Colloidal solutions and nanoparticles
– Thermotropic and lyotropic liquid crystals
– Ferrofluids
– Water, aqueous solutions and other hydrogen-bonded liquids
– Lubricants, polymer solutions and melts
– Molten metals and salts
– Phase transitions and critical phenomena in liquids and confined fluids
– Self assembly in complex liquids.– Biomolecules in solution
The emphasis is on the molecular (or microscopic) understanding of particular liquids or liquid systems, especially concerning structure, dynamics and intermolecular forces. The experimental techniques used may include:
– Conventional spectroscopy (mid-IR and far-IR, Raman, NMR, etc.)
– Non-linear optics and time resolved spectroscopy (psec, fsec, asec, ISRS, etc.)
– Light scattering (Rayleigh, Brillouin, PCS, etc.)
– Dielectric relaxation
– X-ray and neutron scattering and diffraction.
Experimental studies, computer simulations (MD or MC) and analytical theory will be considered for publication; papers just reporting experimental results that do not contribute to the understanding of the fundamentals of molecular and ionic liquids will not be accepted. Only papers of a non-routine nature and advancing the field will be considered for publication.