Evidence map›Paper›PMID 42079586›Full record

ArticleFrontiers in immunology2026

Grouped immunogens are hierarchically recognized by host to generate antibodies.

Xiang Liu, Xuanxian Peng, Hui Li, Xianjie Liu

Abstract read
In one paragraph

Article in Frontiers in immunology, 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

4 authors.

Xiang LiuState Key Laboratory of Bio-Control, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Guangdong Key Laboratory of Pharmaceutical Functional Genes, Sun Yat-sen University, Guangzhou, China.
Xuanxian PengState Key Laboratory of Bio-Control, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Guangdong Key Laboratory of Pharmaceutical Functional Genes, Sun Yat-sen University, Guangzhou, China.
Hui LiState Key Laboratory of Bio-Control, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Guangdong Key Laboratory of Pharmaceutical Functional Genes, Sun Yat-sen University, Guangzhou, China.
Xianjie LiuState Key Laboratory of Bio-Control, School of Life Sciences, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Guangdong Key Laboratory of Pharmaceutical Functional Genes, Sun Yat-sen University, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Microorganisms with dozens, hundreds, or thousands of proteins invade hosts. Whether the hosts simultaneously recognize all or a part of them is unknown. Methods: A total of 68 Results: Among the 68 OM proteins, only 18 were recognized to generate antibodies, designated as the first hierarchy of immunogens. When the other 50 proteins were grouped to immunize mice, 15 were detected to have their corresponding antibodies, designated as the second hierarchy of immunogens. This procedure was repeated four times, leading to the identification of 16 and eight proteins as the third and the fourth hierarchy of immunogens, respectively, and 11 residual proteins as the fifth hierarchy of immunogens. Bioinformatics analysis showed a negative correlation of B cell epitope score with increasing hierarchies, suggesting that the score plays an essential role in hierarchy recognition. In addition, more proteins with transport and fewer proteins with metabolic process were found in the combination of the first, second, and third than the combination of the fourth and fifth hierarchies of immunogens. Discussion: The host's immune system hierarchically recognizes antigens to mount antibody responses. This finding highlights the way in understanding differentially neutralizing antibodies during infections caused by different microorganisms.

Indexed as

Antibodies, BacterialBacterial Outer Membrane ProteinsEscherichia coliEscherichia coli ProteinsAnimalsAntibody FormationComputational BiologyEpitopes, B-LymphocyteImmunizationImmunoinformaticsMiceProtein Array AnalysisRecombinant ProteinsAntibodies, BacterialBacterial Outer Membrane ProteinsEpitopes, B-LymphocyteEscherichia coli ProteinsRecombinant ProteinsantibodyB cellhierarchyhostimmunogensmetabolic processtransport

Identifiers

PMID42079586
PMCPMC13132694

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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 OpenQuestion graph.