Viral load dependent cellular heterogeneity in Trichomonas vaginalis at the single cell level

Trichomonasvirus (TVV) is a double-stranded RNA virus that persistently infects Trichomonas vaginalis, a protozoan parasite responsible for the most common non-viral sexually transmitted infection. While TVV has been implicated in modulating parasite biology and drug sensitivity, the extent and significance of viral heterogeneity remain unclear. Using ultra-deep single-cell RNA sequencing (scRNA-seq) on three TVV-positive <i>T. vaginalis</i> isolates, we reveal that viral distribution is highly heterogeneous and dynamic, with marked variability in infection status and viral load across individual cells. Time-resolved scRNA-seq datasets confirm that this variability is not static but fluctuates across replicates. By integrating bootstrap-based pseudobulk analysis with viral load-stratified trend analysis, we uncover infection-associated transcriptional changes involving stress response, adhesion, and chromatin regulation. Notably, MLF-like and histone genes are selectively upregulated in cells with high viral loads. These findings redefine current models of TVV-host interactions and lay a foundation for future mechanistic studies of virus-mediated pathogenesis in protozoan parasites.

Authors

Institutions

Publication Details

Journal
iScience
Published
2025-11-28
DOI
https://doi.org/10.1016/j.isci.2025.114260
Primary Topic
Reproductive tract infections research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Viral load dependent cellular heterogeneity in Trichomonas vaginalis at the single cell level

Rose Lin, Yuan‐Ming Yeh, Hong-Wei Luo, Chih-Yu Tsai et al.
iScience
Reproductive tract infections research
article

Viral load dependent cellular heterogeneity in Trichomonas vaginalis at the single cell level

Rose Lin, Yuan‐Ming Yeh, Hong-Wei Luo, Chih-Yu Tsai, Petrus Tang, Seow-Chin Ong, Cheng‐Hsun Chiu, Po-Jung Huang, Chi‐Ching Lee, Jhen-Wei Syu
article en

Abstract

Trichomonasvirus (TVV) is a double-stranded RNA virus that persistently infects Trichomonas vaginalis, a protozoan parasite responsible for the most common non-viral sexually transmitted infection. While TVV has been implicated in modulating parasite biology and drug sensitivity, the extent and significance of viral heterogeneity remain unclear. Using ultra-deep single-cell RNA sequencing (scRNA-seq) on three TVV-positive <i>T. vaginalis</i> isolates, we reveal that viral distribution is highly heterogeneous and dynamic, with marked variability in infection status and viral load across individual cells. Time-resolved scRNA-seq datasets confirm that this variability is not static but fluctuates across replicates. By integrating bootstrap-based pseudobulk analysis with viral load-stratified trend analysis, we uncover infection-associated transcriptional changes involving stress response, adhesion, and chromatin regulation. Notably, MLF-like and histone genes are selectively upregulated in cells with high viral loads. These findings redefine current models of TVV-host interactions and lay a foundation for future mechanistic studies of virus-mediated pathogenesis in protozoan parasites.

iScienceVol. 29(1)
Chang Gung University (TW), Chang Gung Memorial Hospital (TW)
Openalex Percentile: Top 65%
Reproductive tract infections research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Viral load dependent cellular heterogeneity in Trichomonas vaginalis at the single cell level — Rose Lin, Yuan‐Ming Yeh, et al. · iScience (2025) | TGRS Research Map | TGRS