# The disturbance of ABC transporters in patients with dengue fever: integration of metabolomics and transcriptomics

**Authors:** Chengxin Liu, Bei Ye, Kai Wang, Jiafang Chen, Huiting Huang, Yong Jiang, Geng Li, Shaofeng Zhan

PMC · DOI: 10.3389/fcimb.2025.1749051 · Frontiers in Cellular and Infection Microbiology · 2026-02-11

## TL;DR

This study explores how dengue fever disrupts ABC transporters and metabolic pathways, identifying potential biomarkers and key genes involved in the disease.

## Contribution

The integration of metabolomics and transcriptomics reveals novel insights into ABC transporter disturbances and potential diagnostic biomarkers in dengue fever.

## Key findings

- 61 up-regulated and 136 down-regulated metabolites were identified in dengue patients.
- Top 10 up-regulated metabolites with high AUC values are potential diagnostic biomarkers for dengue fever.
- ABC transporters and related metabolic pathways are significantly disturbed in dengue patients.

## Abstract

DENV virus (DENV) infection can cause various symptoms and organ damage, even severe dengue fever. However, the underlying host response products and interfering metabolic pathways and mechanisms of DENV infection remain unclear. In this study, we characterized the metabolites and metabolic pathway changes during DENV infection using liquid chromatography- (LC-MS) and gas chromatography-mass spectrometry (GC-MS). And identify the hub differentially expressed targets associated with major metabolism pathways combining transcriptomics.

Plasma from adult patients infected with DENV infection was characterized by untargeted metabolomics using LC-MS and GC-MS. Potential diagnostic biomarkers for dengue fever were indicated using ROC curve analysis. KEGG and GSEA functional enrichment analysis was the strategy to determine the mechanisms of key metabolic pathways in dengue fever. Potential targets were identified by combining transcriptomic in Gene Expression Omnibus (GEO) datasets, and gene databases from GeneCards and the Comparative Toxicogenomics Database (CTD).

A total of 41 dengue patients and 23 healthy volunteers were recruited for the study. 61 up-regulated and 136 down-regulated metabolites were identified via untargeted metabolomics. The top10 up-regulated metabolites with high AUC values included trans-cinnamic acid, L-Acetylcarnitine, SM(d17:1/17:0), 1,2,4,5-cyclohexanetetrol, 5-(hydroxymethyl) pyrrolidin-2-one, 1,2,3,4-tetrahydro-6-propanoylpyridine, 2-C-methyl-D-erythritol-4-phosphate, Physalolactone, S-Japonin, and 9-tridecynoic acid, and they were supposed to be the potential diagnostic biomarkers for dengue fever. The disturbance of ATP-binding cassette (ABC) transporters, protein digestion and absorption, aminoacyl-tRNA biosynthesis, mineral absorption, and D-amino acid metabolism were enriched in the metabolic pathways. ABCC5, ABCB1, and ABCG5 were identified as hub differentially expressed targets through transcriptome profiling and protein-protein interaction networks.

The current study revealed a shift in metabolite profiles and disturbance in ABC transporters in dengue fever, which can be used for further functional verification.

## Linked entities

- **Genes:** ABCC5 (ATP binding cassette subfamily C member 5) [NCBI Gene 10057], ABCB1 (ATP binding cassette subfamily B member 1) [NCBI Gene 5243], ABCG5 (ATP binding cassette subfamily G member 5) [NCBI Gene 64240]
- **Chemicals:** trans-cinnamic acid (PubChem CID 444539), L-Acetylcarnitine (PubChem CID 7045767), SM(d17:1/17:0) (PubChem CID 52931149), 1,2,4,5-cyclohexanetetrol (PubChem CID 546000), 5-(hydroxymethyl) pyrrolidin-2-one (PubChem CID 558359), 1,2,3,4-tetrahydro-6-propanoylpyridine (PubChem CID 522742), 2-C-methyl-D-erythritol-4-phosphate (PubChem CID 443198), Physalolactone (PubChem CID 433866), S-Japonin (PubChem CID 101316797), 9-tridecynoic acid (PubChem CID 5312723)
- **Diseases:** dengue fever (MONDO:0005502)

## Full-text entities

- **Genes:** VIP (vasoactive intestinal peptide) [NCBI Gene 7432] {aka PHM27}, ABCC5 (ATP binding cassette subfamily C member 5) [NCBI Gene 10057] {aka ABC33, EST277145, MOAT-C, MOATC, MRP5, SMRP}, ABCB1 (ATP binding cassette subfamily B member 1) [NCBI Gene 5243] {aka ABC20, CD243, CLCS, ENPAT, GP170, MDR1}, ATP8A2 (ATPase phospholipid transporting 8A2) [NCBI Gene 51761] {aka ATP, ATPIB, CAMRQ4, IB, ML-1}, ABCG5 (ATP binding cassette subfamily G member 5) [NCBI Gene 64240] {aka STSL, STSL2}, ABCB6 (ATP binding cassette subfamily B member 6 (LAN blood group)) [NCBI Gene 10058] {aka ABC, LAN, MTABC3, PRP, umat}, SCD (stearoyl-CoA desaturase) [NCBI Gene 6319] {aka FADS5, MSTP008, SCD1, SCDOS, hSCD1}, IVNS1ABP (influenza virus NS1A binding protein) [NCBI Gene 10625] {aka ARA3, FLARA3, HSPC068, IMD70, KLHL39, ND1}
- **Diseases:** vomiting (MESH:D014839), fever (MESH:D005334), bleeding tendency (MESH:C536965), rash (MESH:D005076), bleeding (MESH:D006470), organ failure (MESH:D009102), DENV (MESH:D003715), nausea (MESH:D009325), macrothrombocytopenia (OMIM:616737), cancer (MESH:D009369), body aches (MESH:D010146), DHF (MESH:D019595), inflammatory (MESH:D007249), Infectious Diseases (MESH:D003141), hepatic injury (MESH:D056486), muscle or joint pain (MESH:D063806), organ damage (MESH:D000092124), DENV infection (MESH:D007239), thrombocytopenia (MESH:D013921), COVID-19 (MESH:D000086382), deaths (MESH:D003643), arboviral infection (MESH:D004671), DENV virus (DENV) infection (MESH:D014777)
- **Chemicals:** glutamate (MESH:D018698), LysoPC (MESH:C006065), nucleotide (MESH:D009711), Trans-Cinnamic Acid (MESH:C029010), TRIzol (MESH:C411644), water (MESH:D014867), phospholipid (MESH:D010743), SM (MESH:D012493), acetonitrile (MESH:C032159), formic acid (MESH:C030544), n-hexane (MESH:C026385), methanol (MESH:D000432), serotonin (MESH:D012701), Oleic acid (MESH:D019301), L-Acetylcarnitine (MESH:D000108), heparin (MESH:D006493), DHA (MESH:D004281), steroid hormone (MESH:D013256), 2-C-Methyl-D-Erythritol-4-Phosphate (MESH:C114232), fatty acid (MESH:D005227), PC (MESH:C053518), pyridine (MESH:C023666), silica (MESH:D012822), unsaturated fatty acids (MESH:D005231), Aminoacyl-tRNAs (MESH:D012346), BSTFA (MESH:C047270), 1,2,3,4-Tetrahydro-6-Propanoylpyridine (-), helium (MESH:D006371)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Dengue virus (no rank) [taxon 12637], Homo sapiens (human, species) [taxon 9606], Dothidea sp. ENV1 (species) [taxon 154308]

## Full text

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## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12932462/full.md

## References

36 references — full list in the complete paper: https://tomesphere.com/paper/PMC12932462/full.md

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Source: https://tomesphere.com/paper/PMC12932462