Related Experiment Video
Updated: Jan 22, 2026

Construction of Cyclic Cell-Penetrating Peptides for Enhanced Penetration of Biological Barriers
Published on: September 19, 2022
All-Factor Analysis and Correlations on the Transmembrane Process for Arginine-Rich Cell-Penetrating Peptides
Cai Yao1, Zhengzhong Kang1, Bin Yu1
1Department of Chemistry and Soft Matter Research Center , Zhejiang University , Hangzhou 310027 , China.
Abstract:
Currently, arginine-rich cell-penetrating peptides (CPPs), due to their little cytotoxicity and high transmembrane efficiency, are considered as one of the important intracellular carriers. Although the mechanism of the transmembrane process for arginine-rich CPPs was proposed, the quantitative correlations and the key factors involved in this process still deserve further investigation. In this study, all-atom molecular dynamics and the umbrella sampling technique were employed to study the arginine-rich CPPs transmembrane process. In the adsorption process of CPPs from solution to the surface of the lipid bilayer, the adsorption free energy (ΔGA) is found to be linearly related to the interaction energy change (ΔEA): ΔGA = 0.0426ΔEA + 36.7, R2 = 0.92. In the CPPs transmembrane process, the transmembrane free energy barrier (ΔGB) is roughly correlated with the corresponding interaction energy change (ΔEB): ΔGB = 0.108ΔEB +135, R2 = 0.73. The multiple salt bridges of guanidinium-PO4 account for 65% of the overall interaction energy, so the increased negative charges of the lipid bilayer or more salt bridges would facilitate CPPs adsorption and transmembrane processes. Also, the increased negative charges of the lipid bilayer would reduce the amount of water to be carried into the pore and further reduce the ΔGB. The peptide backbone would not have a direct impact on transmembrane efficiency. The ΔGB is also found to be related to the length of the pore (L): ΔGB = 46.2L - 31.3, R2 = 0.92, which makes the transmembrane efficiency estimable. This work is expected to deliver an in-depth understanding and help the optimization of CPPs.
Related Concept Videos
Correlations
Peptide Bonds
Correlation and Causation
Correlation versus Causation
If the dependent variable increases or decreases when the independent variable increases, there is a positive or negative...
Correlation
Two variables, for example, a and b, are said to be positively correlated if both variables move in the same direction. In other words, a positive correlation exists between two variables, a and b, if:
Transcription Factors
Single-pass Transmembrane Proteins

