Evidence map›Paper›PMID 42751188›Full record

ReviewPharmaceutical science advances2026

The substrate envelope strategy: Structural basis for resistance mitigation in antiviral drug design.

Qiaojie Xu, Jiwei Zhang, Yanxu Hou, Zhou Tan, Heng Gao, Edeildo F Silva-Júnior, Shenghua Gao, Peng Zhan, Xinyong Liu

Abstract readReview
In one paragraph

Review in Pharmaceutical science advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Qiaojie XuDepartment of Medicinal Chemistry, State Key Laboratory of Discovery and Utilization of Functional Components in Traditional Chinese Medicine, Shandong Key Laboratory of Druggability Optimization and Evaluation for Lead Compounds, Shandong Basic Science Special Academic Zone (Pharmacy), School of Pharmaceutical Sciences, Shandong University, 44 West Culture Road, Jinan, Shandong, 250012, PR China.
Jiwei ZhangDepartment of Medicinal Chemistry, State Key Laboratory of Discovery and Utilization of Functional Components in Traditional Chinese Medicine, Shandong Key Laboratory of Druggability Optimization and Evaluation for Lead Compounds, Shandong Basic Science Special Academic Zone (Pharmacy), School of Pharmaceutical Sciences, Shandong University, 44 West Culture Road, Jinan, Shandong, 250012, PR China.
Yanxu HouDepartment of Medicinal Chemistry, State Key Laboratory of Discovery and Utilization of Functional Components in Traditional Chinese Medicine, Shandong Key Laboratory of Druggability Optimization and Evaluation for Lead Compounds, Shandong Basic Science Special Academic Zone (Pharmacy), School of Pharmaceutical Sciences, Shandong University, 44 West Culture Road, Jinan, Shandong, 250012, PR China.
Zhou TanDepartment of Medicinal Chemistry, State Key Laboratory of Discovery and Utilization of Functional Components in Traditional Chinese Medicine, Shandong Key Laboratory of Druggability Optimization and Evaluation for Lead Compounds, Shandong Basic Science Special Academic Zone (Pharmacy), School of Pharmaceutical Sciences, Shandong University, 44 West Culture Road, Jinan, Shandong, 250012, PR China.
Heng GaoDepartment of Medicinal Chemistry, State Key Laboratory of Discovery and Utilization of Functional Components in Traditional Chinese Medicine, Shandong Key Laboratory of Druggability Optimization and Evaluation for Lead Compounds, Shandong Basic Science Special Academic Zone (Pharmacy), School of Pharmaceutical Sciences, Shandong University, 44 West Culture Road, Jinan, Shandong, 250012, PR China.
Edeildo F Silva-JúniorResearch Group of Biological and Molecular Chemistry, Institute of Chemistry and Biotechnology, Federal University of Alagoas, Lourival Melo Mota Avenue, AC. Simões campus, Alagoas, Maceió, 57072-970, Brazil.
Shenghua GaoDepartment of Medicinal Chemistry, State Key Laboratory of Discovery and Utilization of Functional Components in Traditional Chinese Medicine, Shandong Key Laboratory of Druggability Optimization and Evaluation for Lead Compounds, Shandong Basic Science Special Academic Zone (Pharmacy), School of Pharmaceutical Sciences, Shandong University, 44 West Culture Road, Jinan, Shandong, 250012, PR China.
Peng ZhanDepartment of Medicinal Chemistry, State Key Laboratory of Discovery and Utilization of Functional Components in Traditional Chinese Medicine, Shandong Key Laboratory of Druggability Optimization and Evaluation for Lead Compounds, Shandong Basic Science Special Academic Zone (Pharmacy), School of Pharmaceutical Sciences, Shandong University, 44 West Culture Road, Jinan, Shandong, 250012, PR China.
Xinyong LiuDepartment of Medicinal Chemistry, State Key Laboratory of Discovery and Utilization of Functional Components in Traditional Chinese Medicine, Shandong Key Laboratory of Druggability Optimization and Evaluation for Lead Compounds, Shandong Basic Science Special Academic Zone (Pharmacy), School of Pharmaceutical Sciences, Shandong University, 44 West Culture Road, Jinan, Shandong, 250012, PR China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Drug resistance remains a major hurdle in antiviral drug development. This review highlights the "substrate envelope hypothesis", a structure-based drug design (SBDD) paradigm that constrains the spatial boundaries and binding footprint of inhibitors within the conserved active site volume defined by natural viral substrates. By restricting inhibitor interactions to evolutionarily conserved residues, this approach ensures that mutations abrogating drug binding simultaneously impair natural substrate processing. This imposes an insurmountable fitness cost on the virus, thereby mitigating resistance. Through the analysis of viral enzyme-substrate co-crystal structures, we systematically review the application of this framework in human immunodeficiency.virus (HIV) protease, hepatitis C virus (HCV) NS3/4A protease, influenza virus (IFV) neuraminidase (NA), and severe acute respiratory Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) main protease, illustrating how substrate envelope-guided design achieves high potency while circumventing resistance. Additionally, we extend this strategy from traditional protease targets to non-protease enzymes. By integrating molecular dynamics and structural biology, this framework offers a rational approach for developing next-generation antivirals.

Indexed as

Antiviral drugsDrug resistanceStructure-based drug designSubstrate envelope hypothesis

Identifiers

PMID42751188
PMCPMC13579968

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.