Evidence map›Paper›PMID 41893763›Full record

ReviewVaccines2026

From Innate to Adaptive: Paradigm Shifts and Frontier Challenges in Next-Generation Vaccine Design.

Siqi Huang, Shaochen Yu, Mengjie Zhang, Yuting Huang, Beibei Tian, Jian Lu

Abstract readReview
In one paragraph

Review in Vaccines, 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. Review
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

6 authors.

Siqi HuangDepartment of Oncology, Guilin Hospital of the Second Xiangya Hospital, Central South University, Guilin 541002, China.
Shaochen YuDepartment of Emergency and Critical Care Medicine, Chuzhou Integrated Traditional Chinese and Western Medicine Hospital, No. 788, Huifeng East Road, Nanqiao District, Chuzhou 239000, China.
Mengjie ZhangDepartment of Gastroenterology, The First Affiliated Hospital of Anhui Medical University, No. 218, Jixi Road, Shushan District, Hefei 230022, China.
Yuting HuangDepartment of Gastroenterology, The First Affiliated Hospital of Anhui Medical University, No. 218, Jixi Road, Shushan District, Hefei 230022, China.
Beibei TianDepartment of Gastroenterology, The First Affiliated Hospital of Anhui Medical University, No. 218, Jixi Road, Shushan District, Hefei 230022, China.
Jian LuDepartment of Gastroenterology, The First Affiliated Hospital of Anhui Medical University, No. 218, Jixi Road, Shushan District, Hefei 230022, China.ORCID 0000-0001-9656-2769

Funding

National Natural Science Foundation of China 82400472
6 · The paper itself

Abstract

The unprecedented success of mRNA vaccines during the COVID-19 pandemic marks a fundamental paradigm shift in vaccinology, moving the field from empirical pathogen modification toward the rational engineering of host immunity. This review synthesizes recent breakthroughs to construct a conceptual framework for understanding how modern vaccines function as programmable immune instructions. We first analyze the innate immune system as an instructional center, where recognition of vaccine components dictates the quality of ensuing adaptive responses. We then examine the germinal center (GC) as a micro-evolutionary engine for antibody maturation, the output of which can be tuned by vaccine design. The discussion centers on three integrated pillars of next-generation vaccines: computationally designed immunogens, spatiotemporally controlled adjuvant systems, and intelligent delivery platforms, emphasizing that their synergy is essential for achieving broad, durable protection against complex pathogens. Finally, we explore how the convergence of systems vaccinology, artificial intelligence, and personalized medicine is guiding the field toward a more predictable and rapid-response future, while also outlining key advances and persistent challenges.

Indexed as

artificial intelligencebroadly neutralizing antibodiesgerminal center dynamicsimmune memory durabilityinnate immune programmingmRNA delivery platformsmucosal immunitynanovaccinesstructure-based vaccine designsystems vaccinology

Identifiers

PMID41893763
PMCPMC13030370

What Socratic holds

Textmetadata
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 Socratic graph.