# Comprehensive methylome and transcriptome profiling reveals specific biomarkers for bovine viral diarrhea virus persistent infection in calves

**Authors:** Jiahao Wang, Siqian Chen, Wanyi Lai, Xiao Feng, Qingyao Zhao, Siyuan Mi, Chuang Xu, Tong Qin, Jie Cao, Ying Yu

PMC · DOI: 10.3389/fimmu.2026.1763258 · Frontiers in Immunology · 2026-03-10

## TL;DR

This study identifies specific DNA methylation and gene expression changes in calves persistently infected with BVDV and their mothers, offering new biomarkers for detection and understanding immune system impacts.

## Contribution

The study identifies a novel DNA methylation biomarker in PI calves and reveals immune system alterations linked to persistent BVDV infection.

## Key findings

- PI calves show reduced B cell and T cell receptor signaling with lower B cell proportions.
- A PES1 gene hypomethylation region is specifically found in PI calves, suggesting a diagnostic biomarker.
- Prenatal BVDV exposure causes persistent methylation changes in Trojan dams.

## Abstract

Persistently infected (PI) calves resulting from maternal Bovine viral diarrhea virus (BVDV) infection during early gestation are the main source of viral transmission and pose a serious threat to the sustainable production of herds. PI cattle appear clinically normal, elucidating the molecular-level alterations is critical for understanding their specific characteristics. Moreover, the identification of candidate biomarkers for diagnosing PI cattle will provide valuable insights to support effective strategies for the control and eventual eradication of BVDV. At the same time, few studies have focused on the mothers of PI calves (Trojan dam).

We integrated RNA-seq and reduced representation bisulfite sequencing (RRBS) to characterize the molecular features of PI calves and Trojan dams and identified DNA methylation biomarkers in PI calves.

In this study, we found that both B cell and T cell receptor signaling pathways were less active in PI calves, along with a significantly reduced B cell proportion compared to normal calves. By integrating transcriptome and methylation data, we found that the elevated expression of MAPK13 and LSP1 in PI calves is potentially regulated by promoter methylation. Furthermore, we identified a potential ZBTB38–methylation–MAPK13 regulatory axis influencing downstream genes such as IL1B, KDR, FOSB, and PTGS2, which may collectively impact the physiological state of PI calves. In Trojan dams and normal dams, we identified a total of eight genes potentially regulated by DNA methylation, including KLHL33, KLRG1, NQO2 and etc. By comparing PI calves with Trojan dams, normal calves, and normal dams, we identified a differentially methylated region (DMR) located in the PES1 gene that was specifically hypomethylated in PI calves but hypermethylated in the other groups, suggesting its potential as a candidate diagnostic biomarker for PI detection.

Our study revealed that the immune system of PI cattle is already compromised and identified a novel candidate diagnostic biomarker, providing a new perspective for the detection of PI cattle. In addition, we reveal that prenatal BVDV exposure induces persistent DNA methylation alterations in Trojan dams.

## Linked entities

- **Genes:** MAPK13 (mitogen-activated protein kinase 13) [NCBI Gene 5603], LSP1 (lymphocyte specific protein 1) [NCBI Gene 4046], ZBTB38 (zinc finger and BTB domain containing 38) [NCBI Gene 253461], IL1B (interleukin 1 beta) [NCBI Gene 3553], KDR (kinase insert domain receptor) [NCBI Gene 3791], FOSB (FosB proto-oncogene, AP-1 transcription factor subunit) [NCBI Gene 2354], PTGS2 (prostaglandin-endoperoxide synthase 2) [NCBI Gene 5743], KLHL33 (kelch like family member 33) [NCBI Gene 123103], KLRG1 (killer cell lectin like receptor G1) [NCBI Gene 10219], NQO2 (N-ribosyldihydronicotinamide:quinone dehydrogenase 2) [NCBI Gene 4835], PES1 (pescadillo ribosomal biogenesis factor 1) [NCBI Gene 23481]
- **Species:** Bos taurus (taxon 9913)

## Full-text entities

- **Genes:** MAPK13 (mitogen-activated protein kinase 13) [NCBI Gene 535327], ZBTB38 (zinc finger and BTB domain containing 38) [NCBI Gene 539843], PES1 (pescadillo ribosomal biogenesis factor 1) [NCBI Gene 511676], KDR (kinase insert domain receptor) [NCBI Gene 407170] {aka VEGFR2, flk-1}, PTGS2 (prostaglandin-endoperoxide synthase 2) [NCBI Gene 282023], LSP1 (lymphocyte specific protein 1) [NCBI Gene 508832], KLHL33 (kelch like family member 33) [NCBI Gene 100141057], NQO2 (N-ribosyldihydronicotinamide:quinone reductase 2) [NCBI Gene 508566], FOSB (FosB proto-oncogene, AP-1 transcription factor subunit) [NCBI Gene 540819], KLRG1 (killer cell lectin like receptor G1) [NCBI Gene 100295672], IL1B (interleukin 1 beta) [NCBI Gene 281251]
- **Diseases:** infection (MESH:D007239)
- **Species:** Bovine viral diarrhea virus 1 (no rank) [taxon 11099], Bos taurus (bovine, species) [taxon 9913]

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13008631/full.md

## References

89 references — full list in the complete paper: https://tomesphere.com/paper/PMC13008631/full.md

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Source: https://tomesphere.com/paper/PMC13008631