Evidence map›Paper›PMID 41542752›Full record

ArticleeLife2026

Targeted computational design of an interleukin-7 superkine with enhanced folding efficiency and immunotherapeutic efficacy.

See-Khai Lim, Wen-Ching Lin, Yi-Chung Pan, Sin-Wei Huang, Yao-An Yu, Cheng-Hung Chang, Che-Ming Jack Hu, Chung-Yuan Mou, Kurt Yun Mou

Abstract read
In one paragraph

Article in eLife, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

See-Khai LimInstitute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.ORCID https://orcid.org/0000-0001-6031-849X
Wen-Ching LinInstitute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.
Yi-Chung PanInstitute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.
Sin-Wei HuangInstitute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.ORCID https://orcid.org/0009-0004-1593-6511
Yao-An YuInstitute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.
Cheng-Hung ChangInstitute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.
Che-Ming Jack HuInstitute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.ORCID https://orcid.org/0000-0002-0988-7029
Chung-Yuan MouDepartment of Chemistry, National Taiwan University, Taipei, Taiwan.ORCID https://orcid.org/0000-0001-7060-9899
Kurt Yun MouInstitute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.

Funding

Academia Sinica AS-CDA-108-L07National Science and Technology Council 110-2113-M-001-064-MY3
6 · The paper itself

Abstract

Interleukin-7 (IL-7) plays a central role in maintaining T cell development and immune homeostasis, and enhancing the cytokine's immune-stimulatory functionality has broad therapeutic implications against various oncological malignancies. Herein, we show a computationally designed IL7 superkine, Neo-7, which exhibits enhanced folding efficiency and superior binding affinity to its cognate receptors. To streamline the protein candidate prediction and validation process, the loop region of IL7 was strategically targeted for redesign while most of the receptor-interacting regions were preserved. Leveraging advanced computational tools such as AlphaFold2, we show loop remodeling to rectify structural irregularities that allow for iterative stabilization of protein backbone and lead to identification of beneficial mutations conducive to receptor engagement. Neo-7 superkine shows improved thermostability and production yield, and it exhibits heightened immune-stimulatory and anticancer effect in C57BL/6 J mice. Neo-7 addresses intrinsic developability limitations of IL-7, including inefficient folding, aggregation propensity, and suboptimal receptor engagement, while in vivo pharmacokinetic limitations of wild-type IL-7 were addressed separately through Fc fusion. These findings underscore the utility of a targeted computational approach for de novo cytokine development.

Indexed as

ImmunotherapyInterleukin-7AnimalsHumansImmunoinformaticsMiceMice, Inbred C57BLProtein BindingProtein FoldingReceptors, Interleukin-7Interleukin-7Receptors, Interleukin-7computational biologyIL7immunotherapymousesuperkinesystems biology

Identifiers

PMID41542752
PMCPMC12810954

What OpenQuestion holds

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LicenceCC BY
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.