Evidence map›Paper›PMID 42666635›Full record

ReviewFrontiers in immunology2026

Serological differentiation between Mpox infection and vaccine-induced immunity: a mini-review.

Zhumagali Koshemetov, Yerbol Bulatov, Orazbek Serikbayov, Kuandyk Zhugunissov

Abstract readReview
In one paragraph

Review 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.

Zhumagali KoshemetovResearch Institute for Biological Safety Problems, National Holding QazBioPharm, Gvardeyskiy, Kazakhstan.
Yerbol BulatovResearch Institute for Biological Safety Problems, National Holding QazBioPharm, Gvardeyskiy, Kazakhstan.
Orazbek SerikbayovResearch Institute for Biological Safety Problems, National Holding QazBioPharm, Gvardeyskiy, Kazakhstan.
Kuandyk ZhugunissovResearch Institute for Biological Safety Problems, National Holding QazBioPharm, Gvardeyskiy, Kazakhstan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In recent years, mpox has emerged as a significant global public health threat. The widespread distribution of the virus, coupled with the legacy of historical smallpox vaccination, has underscored the critical need to serologically distinguish between natural mpox infection and vaccine-induced humoral immune responses. However, the high antigenic similarity among Orthopoxvirus species leads to the production of cross-reactive antibodies, limiting the differentiation capacity of conventional serological assays. This mini-review evaluates current serological approaches aimed at discriminating between mpox infection and vaccine-induced immunity. Specifically, we analyze multiplexed immunoassays, comparative ratios based on orthologous antigens, machine learning-supported serological models, peptide-based platforms, and recombinant protein-based enzyme-linked immunosorbent assay (ELISA) methods. The findings of this review indicate that multiplex immunoassays, orthologous antigen ratio-based approaches, and machine learning algorithms exhibit the highest discriminatory potential for distinguishing natural mpox infection from vaccine-induced immune responses. In addition, MPXV A27L and ATI-N-CPXV antigens may be considered promising candidates for serological differentiation, although their performance requires further investigation.

Indexed as

Antibodies, ViralImmunity, HumoralMpox, MonkeypoxSmallpox VaccineAnimalsAntigens, ViralCross ReactionsHumansMachine LearningSerologic TestsAntibodies, ViralAntigens, ViralSmallpox Vaccinehumoral immune responsempoxMPXVserological differentiationvaccine-induced immunityviral antigens

Identifiers

PMID42666635
PMCPMC13522745

What OpenQuestion holds

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Registered trials

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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.