Evidence map›Paper›PMID 42603814›Full record

ArticleNPJ systems biology and applications2026

Bulk transcriptomics of peripheral blood mononuclear cells delineates systems-level immune dysregulation in pediatric dengue infection.

Abdul R Anshad, Muthuvel Atchaya, Amudhan Murugesan, Suvaiyarasan Suvaithenamudhan, Shanmugam Saravanan, Sivadoss Raju, Cecilia Svanberg, Marie Larsson, Esaki M Shankar

Abstract read
In one paragraph

Article in NPJ systems biology and applications, 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

9 authors.

Abdul R AnshadInfection and Inflammation, Department of Biotechnology, Central University of Tamil Nadu, Thiruvarur, India.
Muthuvel AtchayaInfection and Inflammation, Department of Biotechnology, Central University of Tamil Nadu, Thiruvarur, India.
Amudhan MurugesanDepartment of Microbiology, The Government Theni Medical College and Hospital, Theni, India.
Suvaiyarasan SuvaithenamudhanSchool of Biosciences and Bioengineering, D. Y. Patil International University, Pune, Maharashtra, India.
Shanmugam SaravananDental Research Cell , Dr. D. Y. Patil Dental College and Hospital, Dr. D. Y. Patil Vidyapeeth, Pune, Maharashtra, India.
Sivadoss RajuState Public Health Laboratory, Directorate of Public Health and Preventive Medicine, DMS Campus, Chennai, India.
Cecilia SvanbergMolecular Medicine and Virology, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.
Marie LarssonMolecular Medicine and Virology, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden. marie.larsson@liu.se.
Esaki M ShankarInfection and Inflammation, Department of Biotechnology, Central University of Tamil Nadu, Thiruvarur, India. shankarem@cutn.ac.in.

Funding

Innate NKT Cells in HIV InfectionR37AI052731 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI NIXON, DOUGLAS F · 2007 to 2016
$3.1M
Innate NKT Cells in HIV InfectionR01AI052731 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI NIXON, DOUGLAS F · 2002 to 2006
$2.1M
NIAID NIH HHS R01 AI052731NIAID NIH HHS R37 AI052731Vetenskapsrådet AI52731
6 · The paper itself

Abstract

Children are disproportionately at a greater risk of developing severe dengue disease, yet the molecular mechanisms driving the heightened susceptibility remains poorly understood. To elucidate the immune determinants of pediatric dengue pathogenesis, we profiled the transcriptomic landscape by performing RNA sequencing (RNA-Seq) on peripheral blood mononuclear cells (PBMCs) from laboratory-confirmed cases of primary and secondary pediatric dengue, as well as pediatric healthy controls. Differential gene expression (DEG) and pathway analyses were performed to delineate the transcriptional alterations. Pediatric dengue was marked by extensive transcriptional changes with altered expression of genes associated with the complement cascade macrophage-associated genes as well as immune checkpoint molecules. Notably, secondary infection had significant alterations in immune checkpoint molecules and genes associated with macrophage activation, suggesting the onset of immune exhaustion during reinfection. Differences between the primary and secondary dengue cohorts were modest relative to the transcriptional differences observed between either of the groups and healthy controls, with immune checkpoint genes showing the most consistent divergence between the two dengue cohorts. While our initial findings provide early insights into the transcriptional patterns potentially associated with disease outcomes, the dysregulated transcriptomic signatures reported here are preliminary requiring systemic functional validation to determine their biologic role in the immunopathogenesis of pediatric dengue infection.

Indexed as

DengueLeukocytes, MononuclearTranscriptomeChildChild, PreschoolDengue VirusFemaleGene Expression ProfilingHumansMaleSequence Analysis, RNA

Identifiers

PMID42603814
PMCPMC13477468

What OpenQuestion 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 OpenQuestion graph.