Integrating QSAR modeling, ADMET screening, molecular docking, and molecular dynamics simulations to identify potential MCF-7 inhibitors.
Nadia Valizadeh, Shahin Ahmadi, Shahram Lotfi, Sepideh Ketabi · Computers in biology and medicine · 2025
Research-use notice
Independent study record
Each H2HUBB study page organizes source-linked research details for educational use. Interpretation should remain proportional to the study design, population, controls, and limitations.
H2HUBB TAKEAWAY
In a laboratory model, to establish QSAR models, a balance of correlation techniques involving the index of ideality of correlation (IIC) and the correlation intensity index (CII), as well as an optimal hybrid descriptor derived from the integration of the Simplified Molecular Input Line Entry System (SMILES) and molecular hydrogen-suppressed graphs (HSG), was used. These findings from a laboratory model add evidence supporting molecular hydrogen's biological and therapeutic potential in the model studied.
What the Findings Mean
H2HUBB reviewed how molecular hydrogen was evaluated in this publication and summarizes the source-grounded findings below. To establish QSAR models, a balance of correlation techniques involving the index of ideality of correlation (IIC) and the correlation intensity index (CII), as well as an optimal hybrid descriptor derived from the integration of the Simplified Molecular Input Line Entry System (SMILES) and molecular hydrogen-suppressed graphs (HSG), was used.
What the Researchers Studied
The study used a in vitro cell-culture laboratory experiment. The comparison condition was control condition or baseline measurements.
What Effects Did Molecular Hydrogen Have?
To establish QSAR models, a balance of correlation techniques involving the index of ideality of correlation (IIC) and the correlation intensity index (CII), as well as an optimal hybrid descriptor derived from the integration of the Simplified Molecular Input Line Entry System (SMILES) and molecular hydrogen-suppressed graphs (HSG), was used.
Why These Findings Matter
These findings from a laboratory model add evidence supporting molecular hydrogen's biological and therapeutic potential in the model studied.
How Strong Is This Evidence?
This is laboratory evidence from a in vitro cell-culture laboratory experiment. It is most informative for the biological mechanisms, cellular responses, or biochemical outcomes directly measured.
Technical Study Details
H2HUBB classifies this publication as laboratory study with laboratory or cellular evidence. The study used a in vitro cell-culture laboratory experiment.
Limitations and Safety
No separate limitations or safety findings were identified in the current-study source text available to H2HUBB.
Original Study and H2HUBB Research Context
H2HUBB presents this source-grounded research record as one contribution to the broader molecular-hydrogen evidence base.