Evidence map›Paper›PMID 42883427›Full record

ReviewBiology2026

Rational Design and Delivery of Engineered Peptides: Toward a Unified Framework for Structure, Screening, and Application.

Qijun Xie, Haiying Ma, Biao Liu, Li Yu, Yang Fang, Lili Liu, Mingli Yan

Abstract readReview
In one paragraph

Review in Biology, 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

7 authors.

Qijun XieSchool of Biological Science and Medical Engineering, Hunan University of Technology, Zhuzhou 412007, China.ORCID 0000-0001-6168-8994
Haiying MaSchool of Biological Science and Medical Engineering, Hunan University of Technology, Zhuzhou 412007, China.
Biao LiuSchool of Biological Science and Medical Engineering, Hunan University of Technology, Zhuzhou 412007, China.
Li YuSchool of Biological Science and Medical Engineering, Hunan University of Technology, Zhuzhou 412007, China.
Yang FangSchool of Biological Science and Medical Engineering, Hunan University of Technology, Zhuzhou 412007, China.ORCID 0009-0006-7536-7546
Lili LiuHunan Key Laboratory of Economic Crops Genetic Improvement and Integrated Utilization, School of Life and Health Sciences, Hunan University of Science and Technology, Xiangtan 411201, China.
Mingli YanYuelushan Laboratory, Hunan Academy of Agricultural Sciences, Changsha 410125, China.ORCID 0000-0003-1725-0682

Funding

Yuelushan Laboratory Project YLS-2025-ZY01008
6 · The paper itself

Abstract

This review presents a three-tiered engineering framework that systematically addresses these barriers. First, we survey chemical and sequence-based stabilization strategies, including lipidation, backbone N-methylation, and cyclization, that convert labile natural peptides into protease-resistant scaffolds. Second, moving beyond generic stabilization, we dissect the rational design of effector-inhibitory peptides, with particular emphasis on disulfide bond topology engineering as a powerful means to lock binding-competent conformations, alongside structure-guided interface optimization. Third, recognizing that purely rational design often fails to correctly fold complex topologies, we discuss complementary structure-constrained screening platforms (phage display, yeast display, and in silico docking) that exploit sequence-conformation coupling to enrich functional structures from vast libraries. Critically, we argue that these molecular-level designs can only achieve in vivo efficacy when co-integrated with delivery systems, including lipidic, polymeric, and viral carriers, which together determine bioavailability, targeting, and controlled release. By weaving these layers into a unified framework, we highlight a paradigm shift from sequential optimization toward context-aware co-design, where peptide rigidity, flexibility, affinity, and carrier compatibility are balanced against specific therapeutic or industrial contexts.

Indexed as

disulfide topologyengineered peptidespeptide deliveryphage displayprotein–protein interaction inhibitorsrational design

Identifiers

PMID42883427
PMCPMC13663445

What OpenQuestion holds

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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.