Table_4_Potential Diagnostic Value of the Peripheral Blood Mononuclear Cell Transcriptome From Cattle With Bovine Tuberculosis.XLS
Bovine tuberculosis (bTB) is a chronic disease of cattle caused by Mycobacterium bovis. During early-stage infection, M. bovis-infected cattle shed mycobacteria through nasal secretions, which can be detected via nested-polymerase chain reaction (PCR) experiments. Little research has focused on immune responses in nested PCR-positive (bTB PCR-P) or nested PCR-negative (bTB PCR-N) M. bovis-infected cattle. Here, we investigated the transcriptomes of peripheral blood mononuclear cells (PBMCs), with or without stimulation by purified protein derivative of bovine tuberculin (PPD-B), among bTB PCR-P, bTB PCR-N, and healthy cattle using RNA-Seq. We also explored the potential value of PBMC transcripts as novel biomarkers for diagnosing bTB. Numerous differentially expressed genes were identified following pair-wise comparison of different groups, with or without PPD-B stimulation (adjusted p < 0.05). Compared with healthy cattle, bTB PCR-P, and bTB PCR-N cattle shared 5 significantly dysregulated biological pathways, including Cytokine-cytokine receptor interaction, NF-kappa B signaling pathway, Hematopoietic cell lineage, Osteoclast differentiation and HTLV-I infection. Notably, dysregulated biological pathways of bTB PCR-P and bTB PCR-N cattle were associated with cell death and phagocytosis, respectively. Lymphotoxin alpha and interleukin-8 could potentially differentiate M. bovis-infected and healthy cattle upon stimulation with PPD-B, with area-under-the-curve (AUC) values of 0.9991 and 0.9343, respectively. B cell lymphoma 2 and chitinase 3-like 1 might enable differentiation between bTB PCR-P and bTB PCR-N upon stimulation with PPD-B, with AUC values of 0.9100 and 0.8893, respectively. Thus, the PBMC transcriptome revealed the immune responses in M. bovis-infected cattle (bTB PCR-P and bTB PCR-N) and may provide a novel sight in bTB diagnosis.
History
References
- https://doi.org//10.1098/rspb.2013.1634
- https://doi.org//10.1016/j.vetmic.2009.08.029
- https://doi.org//10.1007/s10393-012-0754-x
- https://doi.org//10.1111/j.1865-1682.2010.01148.x
- https://doi.org//10.1111/j.1863-2378.2008.01125.x
- https://doi.org//10.1038/s41590-018-0225-9
- https://doi.org//10.1016/S1090-0233(05)80019-X
- https://doi.org//10.1016/S0021-9975(98)80069-8
- https://doi.org//10.3389/fvets.2018.00028
- https://doi.org//10.1128/CVI.05668-11
- https://doi.org//10.1016/j.cbpa.2012.12.008
- https://doi.org//10.1016/j.tube.2016.04.008
- https://doi.org//10.1172/jci.insight.87238
- https://doi.org//10.1128/CVI.00592-12
- https://doi.org//10.1186/gb-2009-10-4-r42
- https://doi.org//10.1186/gb-2013-14-4-r36
- https://doi.org//10.1038/nbt.1621
- https://doi.org//10.1093/bioinformatics/btp616
- https://doi.org//10.1006/meth.2001.1262
- https://doi.org//10.1128/JCM.00274-19
- https://doi.org//10.1038/cdd.2014.28
- https://doi.org//10.4049/jimmunol.164.4.2016
- https://doi.org//10.4161/viru.22329
- https://doi.org//10.1371/journal.ppat.1002769
- https://doi.org//10.1016/j.smim.2014.09.004
- https://doi.org//10.1128/IAI.63.5.1960-1968.1995
- https://doi.org//10.4049/jimmunol.1000650
- https://doi.org//10.1155/2015/124762
- https://doi.org//10.1046/j.1365-3083.2002.01140.x
- https://doi.org//10.1159/000134009
- https://doi.org//10.1056/NEJMoa073600
Usage metrics
Read the peer-reviewed publication
Categories
- Animal Systematics and Taxonomy
- Veterinary Anaesthesiology and Intensive Care
- Veterinary Anatomy and Physiology
- Veterinary Diagnosis and Diagnostics
- Veterinary Epidemiology
- Veterinary Immunology
- Veterinary Medicine
- Veterinary Microbiology (excl. Virology)
- Veterinary Parasitology
- Veterinary Pathology
- Veterinary Pharmacology
- Veterinary Surgery
- Veterinary Virology
- Veterinary Sciences not elsewhere classified
- Animal Physiology - Biophysics
- Animal Physiology - Cell
- Animal Physiology - Systems
- Animal Behaviour
- Animal Cell and Molecular Biology
- Animal Developmental and Reproductive Biology
- Animal Immunology
- Animal Neurobiology
- Animal Physiological Ecology
- Animal Structure and Function