Evidence mapPaperPMID 41826626Full record

ArticleScientific reports2026

Modified protein selection strategy based on Escherichia coli's Hitchhiker transport and validation through selection of nanobodies targeting bovine interferon gamma.

Suwitchaya Sirimanakul, Joseph D Hurley, Apisitt Thaiprayoon, Kwanpet Intasurat, Warisara Kasemsukwimol, Nonth Submunkongtawee, Lueacha Tabtimmai, Kittitat Jaengwang, Kiattawee Choowongkomon, Pinpunya Riangrungroj and 4 more

Abstract read
In one paragraph

Article in Scientific reports, 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

14 authors.

Suwitchaya SirimanakulBiological Engineering Program, Faculty of Engineering, King Mongkut's University of Technology Thonburi, Bangkok, 10140, Thailand.
Joseph D HurleyDepartment of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, 02115, USA.
Apisitt ThaiprayoonBiological Engineering Program, Faculty of Engineering, King Mongkut's University of Technology Thonburi, Bangkok, 10140, Thailand.
Kwanpet IntasuratBiological Engineering Program, Faculty of Engineering, King Mongkut's University of Technology Thonburi, Bangkok, 10140, Thailand.
Warisara KasemsukwimolBiological Engineering Program, Faculty of Engineering, King Mongkut's University of Technology Thonburi, Bangkok, 10140, Thailand.
Nonth SubmunkongtaweeBiological Engineering Program, Faculty of Engineering, King Mongkut's University of Technology Thonburi, Bangkok, 10140, Thailand.
Lueacha TabtimmaiDepartment of Biotechnology, Faculty of Applied Science, King Mongkut's University of Technology North Bangkok, Bangkok, 10800, Thailand.
Kittitat JaengwangDepartment of Biochemistry, Faculty of Science, Kasetsart University, Bangkok, 10900, Thailand.
Kiattawee ChoowongkomonDepartment of Biochemistry, Faculty of Science, Kasetsart University, Bangkok, 10900, Thailand.
Pinpunya RiangrungrojNational Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), Pathum Thani, 12120, Thailand.
Jeerapond LeelawattanachaiNational Nanotechnology Center (NANOTEC), National Science and Technology Development Agency (NSTDA), Pathum Thani, 12120, Thailand.
Andrew C KruseDepartment of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, 02115, USA.
Kreeson PackthongsukDepartment of Livestock Development, National Institute of Animal Health, Bangkok, 10900, Thailand.
Dujduan Waraho-ZhmayevBiological Engineering Program, Faculty of Engineering, King Mongkut's University of Technology Thonburi, Bangkok, 10140, Thailand. dujduan.war@mail.kmutt.ac.th.

Funding

Agricultural Research Development Agency CRP6405031040King Mongkut's University of Technology Thonburi (KMUTT), Thailand Science Research and Innovation (TSRI), and National Science, Research and Innovation Fund (NSRF) Fiscal year 2025 FRB680074/0164Petchra Pra Jom Klao Ph.D. Research Scholarship from King Mongkut's University of Technology Thonburi 1/2564
6 · The paper itself

Abstract

The Escherichia coli hitchhiker co-translocation mechanism has been adapted as a screening platform known as Functional Ligand-binding Identification by Tat-based Recognition of Associating Proteins (FLI-TRAP) for identifying and isolating interacting proteins. Traditional FLI-TRAP systems utilize either monocistronic or bicistronic expression constructs. However, in the context of selecting single-domain antibody fragments, or ‘nanobodies’ (Nbs), specific to bovine interferon-gamma (bIFN-γ), the monocistronic system produces insufficient expression levels while the original bicistronic system is prone to false positives due to potential structural rearrangements that allow antibiotic resistance independent of Nb–antigen binding. To overcome these limitations, we have modified an improved bicistronic FLI-TRAP system that reduces the rate of false positives and enhances the fidelity of the selection process. This optimized system was validated through isolating anti-bIFN-γ Nbs from a fully synthetic yeast display library. Candidate Nbs were first enriched using magnetic-activated cell sorting (MACS), followed by screening via the improved FLI-TRAP assay. The two best clones, B7 and N5, displayed specific binding to bIFN-γ, with dissociation constants (KD) of 81.6 nM and 575 nM, respectively. Further characterization revealed that B7 exhibited high specificity, low polyreactivity, and effective detection of bIFN-γ in bovine plasma samples, compared with the BOVIGAM kit, a commercially approved and widely used diagnostic tool for bovine tuberculosis. This study demonstrates the utility of the improved bicistronic FLI-TRAP system as a reliable, scalable, and cost-effective platform for selecting high-affinity Nbs. The system offers a promising alternative for developing Nb-based diagnostic kits, which are particularly suited for use in resource-limited settings.

Indexed as

Escherichia coliInterferon-gammaSingle-Domain AntibodiesAnimalsCattleInterferon-gammaSingle-Domain AntibodiesBicistronic systemBovine interferon gammaFLI-TRAPIn vivo screeningSynthetic antibody libraryVHH single-domain antibody

Identifiers

PMID41826626
PMCPMC13111641

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.