Evidence map›Paper›PMID 37796323›Full record

ArticleCellular and molecular life sciences : CMLS2023

Entropy driven cooperativity effect in multi-site drug optimization targeting SARS-CoV-2 papain-like protease.

Lili Duan, Bolin Tang, Song Luo, Danyang Xiong, Qihang Wang, Xiaole Xu, John Z H Zhang

Abstract read
In one paragraph

Article in Cellular and molecular life sciences : CMLS, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Lili DuanSchool of Physics and Electronics, Shandong Normal University, Jinan, 250014, China. duanll@sdnu.edu.cn.ORCID http://orcid.org/0000-0003-3838-1956
Bolin TangSchool of Physics and Electronics, Shandong Normal University, Jinan, 250014, China.
Song LuoSchool of Physics and Electronics, Shandong Normal University, Jinan, 250014, China.
Danyang XiongSchool of Physics and Electronics, Shandong Normal University, Jinan, 250014, China.
Qihang WangSchool of Physics and Electronics, Shandong Normal University, Jinan, 250014, China.
Xiaole XuSchool of Physics and Electronics, Shandong Normal University, Jinan, 250014, China.
John Z H ZhangFaculty of Synthetic Biology and Shenzhen Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China. john.zhang@nyu.edu.

Funding

National Natural Science Foundation of China 11774207National Natural Science Foundation of China 21933010National Natural Science Foundation of China 22250710136
6 · The paper itself

Abstract

Papain-like protease (PLpro), a non-structural protein encoded by SARS-CoV-2, is an important therapeutic target. Regions 1 and 5 of an existing drug, GRL0617, can be optimized to produce cooperativity with PLpro binding, resulting in stronger binding affinity. This work investigated the origin of the cooperativity using molecular dynamics simulations combined with the interaction entropy (IE) method. The regions' improvement exhibits cooperativity by calculating the binding free energies between the complex of PLpro-inhibitor. The thermodynamic integration method further verified the cooperativity generated in the drug improvement. To further determine the specific source of cooperativity, enthalpy and entropy in the complexes were calculated using molecular mechanics/generalized Born surface area and IE. The results show that the entropic change is an important contributor to the cooperativity. Our study also identified residues P248, Q269, and T301 that play a significant role in cooperativity. The optimization of the inhibitor stabilizes these residues and minimizes the entropic loss, and the cooperativity observed in the binding free energy can be attributed to the change in the entropic contribution of these residues. Based on our research, the application of cooperativity can facilitate drug optimization, and provide theoretical ideas for drug development that leverage cooperativity by reducing the contribution of entropy through multi-locus binding.

Indexed as

COVID-19SARS-CoV-2Coronavirus Papain-Like ProteasesEntropyHumansMolecular Dynamics SimulationCoronavirus Papain-Like Proteasespapain-like protease, SARS-CoV-2Binding free energyCooperativityEntropy contributionPapain-like proteaseRegional improvement of inhibitor

Identifiers

PMID37796323
PMCPMC11072831

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.