Evidence map›Paper›PMID 42649394›Full record

ReviewNature2026

Systems vaccinology and the architecture of human immunity.

Bali Pulendran

Abstract readReview
PubMed Publisher
In one paragraph

Review in Nature, 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

1 author.

Bali PulendranInstitute for Immunity, Transplantation and Infection, Departments of Pathology and Microbiology & Immunology, Stanford University School of Medicine, Stanford University, Stanford, CA, USA. bpulend@stanford.edu.ORCID http://orcid.org/0000-0001-6517-4333

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Vaccination is one of the greatest triumphs in human history. Traditionally, vaccines were designed to stimulate antibody responses that block infection, but this overlooks the immune system's complex and multifaceted defence mechanisms. Here we review the current state of the field of systems vaccinology, which has transformed vaccine research by using vaccines as controlled probes of the human immune system and by applying multi-omics and computational approaches to reveal the nature of human immunity. These approaches have identified molecular signatures that predict the magnitude and durability of immune responses and revealed new human biology, including how host genetics, metabolism and the microbiome shape immunity, and demonstrated that host defence emerges from coordinated immune programs spanning baseline immune state, early response dynamics and tissue-level interactions. Rapid advances in artificial intelligence are beginning to accelerate the distillation of knowledge and understanding from vast multi-omics datasets. These developments position systems vaccinology as a powerful framework for rational vaccine design. However, despite its considerable impact on discovery and human immunology, considerable challenges remain in translating these insights into clinical and regulatory practice. Addressing this translational gap will be essential for realizing the full potential of systems vaccinology to deliver safer, more effective vaccines against existing and emerging infectious threats.

Indexed as

ImmunitySystems BiologyVaccinesVaccinologyAnimalsHumansImmune SystemImmunoinformaticsMultiomicsVaccinationVaccine DevelopmentVaccines

Identifiers

What Socratic holds

Textmetadata
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.