Molecular mechanisms of cisplatin–MOF interactions: structure–property relationships for nanoscale drug delivery

Effective cisplatin delivery requires a balance between drug loading and retention within the carrier. Here, density functional theory, grand canonical Monte Carlo, and molecular dynamics simulations were combined to investigate how framework chemistry and pore geometry govern cisplatin adsorption in ZIF-8, UiO-66, and Mg-MOF-74. The comparison reveals that retention depends on the spatial organization of adsorption contacts and pore constraints as well as framework-guest attraction. Cooperative interfacial polarization and multipoint anchoring favor local stabilization in ZIF-8, while cage confinement restricts molecular migration. Although ZIF-8 and UiO-66 provide comparable average stabilization of the loaded drug population, the greater mobility in UiO-66 demonstrates the additional role of pore geometry in controlling retention. In Mg-MOF-74, continuous channels support efficient pore filling at high fugacity despite weaker average binding. These findings connect electronic interactions, adsorption-site occupation, and molecular transport within a common structure-property framework. ZIF-8 emerges as a favorable candidate when drug retention is the primary objective, while the contrasting behavior of the three frameworks provides a basis for balancing loading capacity and mobility in MOF-based cisplatin carriers.

Authors

Institutions

Publication Details

Journal
Journal of Computer-Aided Molecular Design
Published
2026-11-06
DOI
https://doi.org/10.1007/s10822-026-00966-4
Primary Topic
Metal-Organic Frameworks: Synthesis and Applications
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

Molecular mechanisms of cisplatin–MOF interactions: structure–property relationships for nanoscale drug delivery

Di Xue, Ruiyu Fu, Liang Yu
2 links
Journal of Computer-Aided Molecular Design
Metal-Organic Frameworks: Synthesis and Applications
article

Molecular mechanisms of cisplatin–MOF interactions: structure–property relationships for nanoscale drug delivery

Di Xue, Ruiyu Fu, Liang Yu
article en

Abstract

Effective cisplatin delivery requires a balance between drug loading and retention within the carrier. Here, density functional theory, grand canonical Monte Carlo, and molecular dynamics simulations were combined to investigate how framework chemistry and pore geometry govern cisplatin adsorption in ZIF-8, UiO-66, and Mg-MOF-74. The comparison reveals that retention depends on the spatial organization of adsorption contacts and pore constraints as well as framework-guest attraction. Cooperative interfacial polarization and multipoint anchoring favor local stabilization in ZIF-8, while cage confinement restricts molecular migration. Although ZIF-8 and UiO-66 provide comparable average stabilization of the loaded drug population, the greater mobility in UiO-66 demonstrates the additional role of pore geometry in controlling retention. In Mg-MOF-74, continuous channels support efficient pore filling at high fugacity despite weaker average binding. These findings connect electronic interactions, adsorption-site occupation, and molecular transport within a common structure-property framework. ZIF-8 emerges as a favorable candidate when drug retention is the primary objective, while the contrasting behavior of the three frameworks provides a basis for balancing loading capacity and mobility in MOF-based cisplatin carriers.

Journal of Computer-Aided Molecular DesignVol. 40(1)
Shenyang Pharmaceutical University (CN), Ningxia Medical University (CN), Ningxia Medical University General Hospital (CN)
Natural Science Foundation of Ningxia Province
Openalex Percentile: Top 30%
Metal-Organic Frameworks: Synthesis and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon
Molecular mechanisms of cisplatin–MOF interactions: structure–property relationships for nanoscale drug delivery — Di Xue, Ruiyu Fu, et al. · Journal of Computer-Aided Molecular Design (2026) | TGRS Research Map | TGRS