Evidence map›Paper›PMID 42107906›Full record

Observational studyEBioMedicine2026

Influence of obesity on susceptibility to systemic symptoms and host responses to orthoflaviviral infection: a prospective observational study using yellow fever vaccine to simulate acute infection.

Ayesa Syenina, Christine Y L Tham, Danny J H Tng, Valerie S Y Chew, Jia Xin Yee, Yan Shan Leong, Noor Zayanah Hamis, Hwee Cheng Tan, Han Yi Joon, Jing Ti Chan and 5 more

Abstract readObservational Study
In one paragraph

Observational study in EBioMedicine, 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

15 authors.

Ayesa SyeninaProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, College Road, 169857, Singapore; Viral Research and Experimental Medicine Centre (ViREMiCS), SingHealth Duke-NUS Academic Medical Centre, 169856, Singapore.
Christine Y L ThamProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, College Road, 169857, Singapore; Viral Research and Experimental Medicine Centre (ViREMiCS), SingHealth Duke-NUS Academic Medical Centre, 169856, Singapore.
Danny J H TngProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, College Road, 169857, Singapore; Department of Infectious Diseases, Singapore General Hospital, Outram Road, 169608, Singapore.
Valerie S Y ChewProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, College Road, 169857, Singapore; Viral Research and Experimental Medicine Centre (ViREMiCS), SingHealth Duke-NUS Academic Medical Centre, 169856, Singapore.
Jia Xin YeeProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, College Road, 169857, Singapore; Viral Research and Experimental Medicine Centre (ViREMiCS), SingHealth Duke-NUS Academic Medical Centre, 169856, Singapore.
Yan Shan LeongProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, College Road, 169857, Singapore; Viral Research and Experimental Medicine Centre (ViREMiCS), SingHealth Duke-NUS Academic Medical Centre, 169856, Singapore.
Noor Zayanah HamisProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, College Road, 169857, Singapore; Viral Research and Experimental Medicine Centre (ViREMiCS), SingHealth Duke-NUS Academic Medical Centre, 169856, Singapore.
Hwee Cheng TanProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, College Road, 169857, Singapore.
Han Yi JoonProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, College Road, 169857, Singapore.
Jing Ti ChanClinical Trials and Research Centre, Singapore General Hospital, Outram Road, 169608, Singapore.
Yuchen YangClinical Trials and Research Centre, Singapore General Hospital, Outram Road, 169608, Singapore.
Yin Bun CheungCentre for Quantitative Medicine, Duke-NUS Medical School, College Road, 169857, Singapore.
Eugenia Z OngProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, College Road, 169857, Singapore; Viral Research and Experimental Medicine Centre (ViREMiCS), SingHealth Duke-NUS Academic Medical Centre, 169856, Singapore.
Jenny G LowProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, College Road, 169857, Singapore; Viral Research and Experimental Medicine Centre (ViREMiCS), SingHealth Duke-NUS Academic Medical Centre, 169856, Singapore; Department of Infectious Diseases, Singapore General Hospital, Outram Road, 169608, Singapore. Electronic address: jenny.low@singhealth.com.sg.
Eng Eong OoiProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, College Road, 169857, Singapore; Viral Research and Experimental Medicine Centre (ViREMiCS), SingHealth Duke-NUS Academic Medical Centre, 169856, Singapore; Department of Translational Clinical Research, Singapore General Hospital, Outram Road, 169608, Singapore; Saw Swee Hock School of Public Health, National University of Singapore, 117549, Singapore. Electronic address: engeong.ooi@duke-nus.edu.sg.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundOrthoflaviviruses, as exemplified by the prototypic yellow fever virus (YFV), have been recently identified by the World Health Organisation as major pandemic threats. Although factors such as globalisation and climate change have been identified to increase the prevalence of orthoflaviviral diseases, the ongoing obesity pandemic is a neglected but important contributory factor to exacerbating the risk of severe orthoflaviviral diseases. Indeed, how obesity affects the outcome of orthoflaviviral infection remains undefined.

methodsWe used the live attenuated yellow fever vaccine (YF17D-204 strain and hereon referred to as YF17D) to simulate an acute orthoflaviviral infection. We enrolled, using the WHO Asian-BMI classification, 34 participants without obesity (18 kg/m

findingsWe found increased prevalence of systemic symptoms; myalgia and axillary soreness from lymphadenopathy were more common in participants with obesity compared to those without despite comparable YF17D RNAaemia levels. Moreover, transcriptomic and cytokine profiling revealed BMI-dependent differences in pro-inflammatory states at both pre- and post-infection.

interpretationOur findings indicate obesity as a susceptibility factor of symptomatic orthoflaviviral infection and suggest anti-inflammatory approaches to mitigate risks of severe orthoflaviviral diseases.

fundingNational Medical Research Council of Singapore.

Indexed as

ObesityYellow FeverYellow Fever VaccineYellow fever virusAcute DiseaseAdultBody Mass IndexCytokinesDisease SusceptibilityFemaleHumansMaleMiddle AgedProspective StudiesVaccinationCytokinesYellow Fever VaccineHost-responseInflammationObesityOrthoflavivirus

Identifiers

PMID42107906
PMCPMC13187534

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.