Evidence mapPaperPMID 41345880Full record

ArticleJournal of biological engineering2025

Directed evolution-driven reprogramming of PD-L1 for compact and tunable checkpoint modulation.

Ji Yeon Ha, Dongwoo Kim, Petrina Jebamani, Seong-Wook Park, Yong-Sung Kim, Sun-Gu Lee, Sang Taek Jung

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Article in Journal of biological engineering, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Ji Yeon HaDepartment of Biomedical Sciences, Graduate School, Korea University, Seoul, 02707, Republic of Korea.
Dongwoo KimDepartment of Chemical and Biological Engineering, Seoul National University, Seoul, 08826, Republic of Korea.
Petrina JebamaniDepartment of Chemical Engineering, Pusan National University, Busan, 46241, Republic of Korea.
Seong-Wook ParkDepartment of Molecular Science and Technology, Ajou University, Suwon, 16499, Republic of Korea.
Yong-Sung KimDepartment of Molecular Science and Technology, Ajou University, Suwon, 16499, Republic of Korea.
Sun-Gu LeeDepartment of Chemical Engineering, Pusan National University, Busan, 46241, Republic of Korea.
Sang Taek JungDepartment of Chemical and Biological Engineering, Seoul National University, Seoul, 08826, Republic of Korea. stjung@snu.ac.kr.

Funding

Korea Drug Development Fund RS-2024-00337233National Research Foundation of Korea RS-2023-00245059Seoul Metropolitan Government Seoul National University Boramae Medical Center A0132-20250001
6 · The paper itself

Abstract

backgroundImmune checkpoint inhibitors (ICIs) targeting the PD-1/PD-L1 axis have achieved major clinical success in cancer therapy. However, IgG-based checkpoint inhibitors face limitations such as large molecular size restricting tumor penetration and Fc effector-mediated depletion of PD-1-expressing T cells. While IgG antibodies can be engineered to modulate these effects, such tunability often requires complex modifications. To overcome these drawbacks, alternative protein scaffolds that retain checkpoint specificity while enabling more compact design and greater engineering flexibility are needed. Wild-type PD-L1, a native ligand of PD-1, exhibits micromolar binding affinity and limited therapeutic utility, highlighting the need for ligand-based engineering approaches that provide improved modularity and predictable receptor engagement.

resultsWe developed a compact and tunable PD-L1 variant through yeast surface display-based directed evolution. A mutagenized PD-L1 ectodomain library was screened to isolate high-affinity variants, yielding a double mutant (DM) with a 173-fold enhancement in PD-1 binding over the wild-type. In silico immunogenicity analysis predicted that the DM variant maintains low potential immunogenicity, comparable to native PD-L1, despite the engineered mutations. Structural modeling revealed that this affinity gain was driven by a de novo interfacial salt bridge and enhanced hydrophobic complementarity at the PD-1 interface. Functional assays demonstrated that the DM variant restored T cell activity, as evidenced by increased interferon-γ and interleukin-2 secretion in co-culture systems. The DM variant retained favorable biophysical properties and is compatible with modular fusion formats for therapeutic integration.

conclusionThis study demonstrates the successful application of directed evolution to generate a compact PD-L1 variant with high-affinity PD-1 binding, low immunogenicity risk, and tunable architecture. The DM variant expands the design space of ligand-based checkpoint inhibitors and offers a versatile platform for next-generation immunotherapeutics engineered through synthetic biology frameworks.

Indexed as

Directed evolutionImmune checkpoint modulationLigand-based PD-1 antagonistsModular and tunable protein designPD-L1 engineeringSynthetic immunotherapeuticsYeast display

Identifiers

PMID41345880
PMCPMC12679730

What Socratic holds

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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 Socratic graph.