ArticleAging cell2022
Metabolomic and transcriptomic signatures of influenza vaccine response in healthy young and older adults.
Article in Aging cell, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06827873 (Effect of Oral Supplement Intervention on Influenza Vaccine Efficacy), which is not on this map. Cited by 17 papers.
What it found
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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.
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.
Effect of Oral Supplement Intervention on Influenza Vaccine Efficacy: a Randomized Controlled Clinical Trial
Who cites it
17 citing papers in PubMed, 21 citations in OpenAlex.
- A targeted metabolic intervention via exercise applied after vaccination shapes kinetics and durability of serum antibody accompanied by a distinct immunometabolic signature: pilot study.Brain, behavior, & immunity - health · 2026Article
- Metabolic Signatures Associated with COVID-19 Vaccination in Serum from Healthy Individuals.Vaccines · 2026Article
- Metabolomics in Infectious Diseases and Vaccine Response: Insights into Neglected Tropical and Non-Neglected Pathogens.Infectious disease reports · 2026Review
- From empirical vaccinology to predictive systems-based vaccine design: multi-omics integration, artificial intelligence, and global equity challenges.Frontiers in systems biology · 2026Review
- Particularly strong immune response to influenza vaccination in patients with decompensated liver cirrhosis linked to systemic inflammation.Frontiers in immunology · 2026Observational
- Limited Predictive Utility of Baseline Peripheral Blood Bulk Transcriptomics for Influenza Vaccine Responsiveness in Older Adults.Vaccines · 2025Article
- Dysfunctional mitochondria in ageing T cells: a perspective on mitochondrial quality control mechanisms.EMBO reports · 2025Review
- Mechanistic Exploration of Yiqi Zengmian in Regulating the Microenvironment as an Immunopotentiator with the Beijing Bio-Institute of Biological Products Coronavirus Vaccine Based on Transcriptomics and Integrated Serum Pharmacochemistry.Pharmaceuticals (Basel, Switzerland) · 2025Article
- Multi-tissue metabolomics reveal mtDNA- and diet-specific metabolite profiles in a mouse model of cardiometabolic disease.Redox biology · 2025Article
- Systemic dysregulation and molecular insights into poor influenza vaccine response in the aging population.Science advances · 2024Article
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- Leveraging baseline transcriptional features and information from single-cell data to power the prediction of influenza vaccine response.Frontiers in cellular and infection microbiology · 2024Article
- Early cellular and molecular signatures correlate with severity of West Nile virus infection.iScience · 2023Article
- A pilot metabolomic study of drug interaction with the immune response to seasonal influenza vaccination.NPJ vaccines · 2023Article
- Small molecule metabolites: discovery of biomarkers and therapeutic targets.Signal transduction and targeted therapy · 2023Review
- Metabolomic and transcriptomic signatures of influenza vaccine response in healthy young and older adults.Aging cell · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
17 authors at 3 institutions in 1 country.
Funding
Abstract
Seasonal influenza causes mild to severe respiratory infections and significant morbidity, especially in older adults. Transcriptomic analysis in populations across multiple flu seasons has provided insights into the molecular determinants of vaccine response. Still, the metabolic changes that underlie the immune response to influenza vaccination remain poorly characterized. We performed untargeted metabolomics to analyze plasma metabolites in a cohort of younger and older subjects before and after influenza vaccination to identify vaccine-induced molecular signatures. Metabolomic and transcriptomic data were combined to define networks of gene and metabolic signatures indicative of high and low antibody response in these individuals. We observed age-related differences in metabolic baselines and signatures of antibody response to influenza vaccination and the abundance of α-linolenic and linoleic acids, sterol esters, fatty-acylcarnitines, and triacylglycerol metabolism. We identified a metabolomic signature associated with age-dependent vaccine response, finding increased tryptophan and decreased polyunsaturated fatty acids (PUFAs) in young high responders (HRs), while fatty acid synthesis and cholesteryl esters accumulated in older HRs. Integrated metabolomic and transcriptomic analysis shows that depletion of PUFAs, which are building blocks for prostaglandins and other lipid immunomodulators, in young HR subjects at Day 28 is related to a robust immune response to influenza vaccination. Increased glycerophospholipid levels were associated with an inflammatory response in older HRs to flu vaccination. This multi-omics approach uncovered age-related molecular markers associated with influenza vaccine response and provides insight into vaccine-induced metabolic responses that may help guide development of more effective influenza vaccines.
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Registered trials
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.