# Whole blood transcriptomics analysis of Indonesians reveals translocated and pathogenic microbiota in blood

**Authors:** Katalina Bobowik, Muhamad Fachrul, Chelzie Crenna Darusallam, Pradiptajati Kusuma, Herawati Sudoyo, Clarissa A. Febinia, Safarina G. Malik, Christine A. Wells, Irene Gallego Romero, Rajesh Singh Rathore, Sylvia Maria Bruisten, Sylvia Maria Bruisten, Sylvia Maria Bruisten

PMC · DOI: 10.1371/journal.pone.0328788 · PLOS One · 2025-07-24

## TL;DR

This study uses blood RNA sequencing to identify pathogens in Indonesian populations, revealing insights into the transient blood microbiome and potential surveillance applications.

## Contribution

The study introduces RNA-seq as a retrospective surveillance tool for detecting blood-borne pathogens in rural populations.

## Key findings

- Diverse microbial taxa were identified in blood RNA-seq data from Indonesian individuals.
- Flaviviridae and Plasmodium were the most abundant taxa, especially in eastern Indonesian samples.
- Indonesian and Malian cohorts showed more dissimilar microbiomes compared to the UK cohort.

## Abstract

Pathogens found within local environments are a major cause of morbidity and mortality. This is particularly true in Indonesia, where infectious diseases such as malaria or dengue are a significant part of the disease burden. Unequal investment in medical funding throughout Indonesia, particularly in rural areas, has resulted in under-reporting of cases, making surveillance challenging. Here, we use transcriptome data from 117 healthy individuals living on the islands of Mentawai, Sumba, and the Indonesian side of New Guinea Island to explore which pathogens are present within whole blood. We identified diverse microbial taxa in RNA-sequencing data from whole blood but found no evidence of a consistent core microbiome across the Indonesian cohort. Yet, Flaviviridae and Plasmodium stood out as the most predominantly abundant taxa, particularly in samples from the easternmost island within our Indonesian dataset. The high prevalence of Plasmodium, the pathogen responsible for malaria, aligns with epidemiological data showing that the Indonesian part of New Guinea has the country’s highest malaria rates. We also compare the Indonesian data to two other cohorts from Mali and UK and find a distinct microbiome profile for each group. Higher levels of dissimilarity were found between UK cohort (urban) compared to Indonesian and Malian cohorts (rural), where the former also have significantly lower within-population dissimilarity. This study provides a framework for RNA-seq as a possible retrospective surveillance tool and an insight to what makes up the transient human blood microbiome.

## Linked entities

- **Diseases:** malaria (MONDO:0005136), dengue (MONDO:0005502)
- **Species:** Flaviviridae (taxon 11050), Plasmodium (taxon 5820)

## Full-text entities

- **Diseases:** infectious diseases (MESH:D003141), malaria (MESH:D008288), dengue (MESH:D003715)
- **Species:** Plasmodium (subgenus) [taxon 418103], Homo sapiens (human, species) [taxon 9606], Flaviviridae (family) [taxon 11050]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12289045/full.md

## References

65 references — full list in the complete paper: https://tomesphere.com/paper/PMC12289045/full.md

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Source: https://tomesphere.com/paper/PMC12289045