Evidence map›Paper›PMID 35996998›Full record

ArticleAging cell2022

Metabolomic and transcriptomic signatures of influenza vaccine response in healthy young and older adults.

Chih-Hung Chou, Subhasis Mohanty, Heather A Kang, Lingjia Kong, Julian Avila-Pacheco, Samit R Joshi, Ikuyo Ueda, Lesley Devine, Khadir Raddassi, Kerry Pierce and 7 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
3.0field-weighted citation impact, top 8% of its field
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.

NCT06827873 nanot yet recruitingnot on this mapstarted 2025, after this paper: background citation

Effect of Oral Supplement Intervention on Influenza Vaccine Efficacy: a Randomized Controlled Clinical Trial

TypeinterventionalSponsorTsinghua UniversityRan2025 to 2025Enrolled45ConditionsInfluenza Vaccine ResponseArmsARA (Arachidonic Acid) Supplementation, TUDCA (Tauroursodeoxycholic Acid) Supplementation, Placebo Supplementation, Shanghai Biological Quadrivalent Influenza Virus Inactivated Vaccine
3 · Its place in the literature

Who cites it

17 citing papers in PubMed, 21 citations in OpenAlex.

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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

17 authors at 3 institutions in 1 country.

Chih-Hung ChouBroad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.ORCID 0000-0001-5714-1718
Subhasis MohantySection of Infectious Diseases, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA.
Heather A KangBroad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.
Lingjia KongBroad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.
Julian Avila-PachecoBroad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.
Samit R JoshiSection of Infectious Diseases, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA.
Ikuyo UedaSection of Infectious Diseases, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA.
Lesley DevineDepartment of Laboratory Medicine, Yale School of Medicine, New Haven, Connecticut, USA.
Khadir RaddassiDepartment of Neurology, Yale School of Medicine, New Haven, Connecticut, USA.
Kerry PierceBroad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.
Sarah JeanfavreBroad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.
Kevin BullockBroad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.
Hailong MengDepartment of Pathology, Yale School of Medicine, New Haven, Connecticut, USA.
Clary ClishBroad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.
Fabio R SantoriCenter for Molecular Medicine, University of Georgia, Athens, Georgia, USA.
Albert C ShawSection of Infectious Diseases, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA.
Ramnik J XavierBroad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.ORCID 0000-0002-5630-5167
Broad Institute · USYale University · USUniversity of Georgia · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Systems investigation of vaccine responses in B cell depleted autoimmune patientsU19AI089992 · NIAID · YALE UNIVERSITY · PI Albert C Shaw · 2010 to 2026
$50.4M
Pilot & Feasibility ProgramP30DK043351 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI Ramnik J Xavier · 1991 to 2026
$35.3M
Midcareer Award in Translational Immunology of AgingK24AG042489 · NIA · YALE UNIVERSITY · PI SHAW, ALBERT C · 2012 to 2022
$1.8M
NCATS NIH HHS UL1 TR001863NIAID NIH HHS U19 AI089992NIA NIH HHS K24 AG042489NIDDK NIH HHS P30 DK043351
6 · The paper itself

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.

Indexed as

Influenza, HumanInfluenza VaccinesAgedAntibodies, ViralHumansMetabolomicsTranscriptomeVaccinationAntibodies, ViralInfluenza Vaccinesimmune responseinfluenzametabolomicssystems biologysystems vaccinologytranscriptomicsvaccine

Identifiers

PMID35996998
PMCPMC9470889
OpenAlexW4292707647

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.