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Transcriptomics of circulating neutrophils in dairy cows with subclinical hypocalcemia
Hypocalcemia is closely associated with inflammatory diseases in dairy cows. Recent research has underscored the key role of calcium in the adaptations of the innate immune system during this period. The main objective in the present study was to compare the transcriptome profiles and analyze differ...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9514324/ https://www.ncbi.nlm.nih.gov/pubmed/36176696 http://dx.doi.org/10.3389/fvets.2022.959831 |
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author | Zhang, Bingbing Ma, Xinru Huang, Baoyin Jiang, Qianming Loor, Juan J. Lv, Xinquan Zhang, Wei Li, Ming Wen, Jianan Yin, Yufeng Wang, Jingjing Yang, Wei Xu, Chuang |
author_facet | Zhang, Bingbing Ma, Xinru Huang, Baoyin Jiang, Qianming Loor, Juan J. Lv, Xinquan Zhang, Wei Li, Ming Wen, Jianan Yin, Yufeng Wang, Jingjing Yang, Wei Xu, Chuang |
author_sort | Zhang, Bingbing |
collection | PubMed |
description | Hypocalcemia is closely associated with inflammatory diseases in dairy cows. Recent research has underscored the key role of calcium in the adaptations of the innate immune system during this period. The main objective in the present study was to compare the transcriptome profiles and analyze differences in the expression of neutrophil (PMNL) immune function-related genes and calcium binding-related genes in hypocalcemic cows. At 2 days postpartum, a concentration >2.10 mmol Ca(2+)/L was used to classify cows as controls (CON), and a concentration <2.00 mmol Ca(2+)/L used to classify cows as low-calcium (LCAL) (n = 8 in each group). A routine medical examination was conducted by the attending veterinarian to ensure there were no other complications and that the blood β-hydroxybutyrate was <1.2 mmol/L. Blood was collected from the tail vein (20 mL) to isolate PMNL, and 5 cows in each group were used for RNA sequencing and statistical analysis of gene expression differences. Transcriptome RNA-seq sequencing analysis was via omicsstudio using the R package edgeR. GO and KEGG enrichment analysis were used for bioinformatics. The remaining 3 cows in each group were used for validation of RNA sequencing data via quantitative PCR, which confirmed the observed responses. Compared with CON, 158 genes in LCAL were significantly up-regulated and 296 genes were down-regulated. The downregulation of Interleukin-12 (CXCL12), Tubulin beta chain (TUBB1), L1 cell adhesion molecule (L1CAM), and Myeloperoxidase (MPO) indicated a decrease in immune function of PMNL in LCAL cows. The decreased expression of calcium-binding pathway-related genes in PMNL of LCAL cows indicated a decrease in immune function of PMNL likely related to calcium ions. For example, cartilage acid protein 1 (CRTAC1) and calcium/calmodulin-dependent kinase 4 (CAMK4) were significantly reduced in LCAL cows. The upregulation of Cyclin dependent kinase inhibitor 1A (CDKN1A), Perforin 1 (PRF1), and Homeodomain interacting protein kinase 3 (HIPK3) indicated that LCAL led to greater cell apoptosis and senescence. Overall, the analyses indicated that the reduction in PMNL immune function during hypocalcemia is associated with downregulation of intracellular Ca(2+) related genes and upregulation of genes controlling apoptosis and senescence. Together, these alterations contribute to an immunosuppressive state during the transition period. |
format | Online Article Text |
id | pubmed-9514324 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95143242022-09-28 Transcriptomics of circulating neutrophils in dairy cows with subclinical hypocalcemia Zhang, Bingbing Ma, Xinru Huang, Baoyin Jiang, Qianming Loor, Juan J. Lv, Xinquan Zhang, Wei Li, Ming Wen, Jianan Yin, Yufeng Wang, Jingjing Yang, Wei Xu, Chuang Front Vet Sci Veterinary Science Hypocalcemia is closely associated with inflammatory diseases in dairy cows. Recent research has underscored the key role of calcium in the adaptations of the innate immune system during this period. The main objective in the present study was to compare the transcriptome profiles and analyze differences in the expression of neutrophil (PMNL) immune function-related genes and calcium binding-related genes in hypocalcemic cows. At 2 days postpartum, a concentration >2.10 mmol Ca(2+)/L was used to classify cows as controls (CON), and a concentration <2.00 mmol Ca(2+)/L used to classify cows as low-calcium (LCAL) (n = 8 in each group). A routine medical examination was conducted by the attending veterinarian to ensure there were no other complications and that the blood β-hydroxybutyrate was <1.2 mmol/L. Blood was collected from the tail vein (20 mL) to isolate PMNL, and 5 cows in each group were used for RNA sequencing and statistical analysis of gene expression differences. Transcriptome RNA-seq sequencing analysis was via omicsstudio using the R package edgeR. GO and KEGG enrichment analysis were used for bioinformatics. The remaining 3 cows in each group were used for validation of RNA sequencing data via quantitative PCR, which confirmed the observed responses. Compared with CON, 158 genes in LCAL were significantly up-regulated and 296 genes were down-regulated. The downregulation of Interleukin-12 (CXCL12), Tubulin beta chain (TUBB1), L1 cell adhesion molecule (L1CAM), and Myeloperoxidase (MPO) indicated a decrease in immune function of PMNL in LCAL cows. The decreased expression of calcium-binding pathway-related genes in PMNL of LCAL cows indicated a decrease in immune function of PMNL likely related to calcium ions. For example, cartilage acid protein 1 (CRTAC1) and calcium/calmodulin-dependent kinase 4 (CAMK4) were significantly reduced in LCAL cows. The upregulation of Cyclin dependent kinase inhibitor 1A (CDKN1A), Perforin 1 (PRF1), and Homeodomain interacting protein kinase 3 (HIPK3) indicated that LCAL led to greater cell apoptosis and senescence. Overall, the analyses indicated that the reduction in PMNL immune function during hypocalcemia is associated with downregulation of intracellular Ca(2+) related genes and upregulation of genes controlling apoptosis and senescence. Together, these alterations contribute to an immunosuppressive state during the transition period. Frontiers Media S.A. 2022-09-13 /pmc/articles/PMC9514324/ /pubmed/36176696 http://dx.doi.org/10.3389/fvets.2022.959831 Text en Copyright © 2022 Zhang, Ma, Huang, Jiang, Loor, Lv, Zhang, Li, Wen, Yin, Wang, Yang and Xu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Veterinary Science Zhang, Bingbing Ma, Xinru Huang, Baoyin Jiang, Qianming Loor, Juan J. Lv, Xinquan Zhang, Wei Li, Ming Wen, Jianan Yin, Yufeng Wang, Jingjing Yang, Wei Xu, Chuang Transcriptomics of circulating neutrophils in dairy cows with subclinical hypocalcemia |
title | Transcriptomics of circulating neutrophils in dairy cows with subclinical hypocalcemia |
title_full | Transcriptomics of circulating neutrophils in dairy cows with subclinical hypocalcemia |
title_fullStr | Transcriptomics of circulating neutrophils in dairy cows with subclinical hypocalcemia |
title_full_unstemmed | Transcriptomics of circulating neutrophils in dairy cows with subclinical hypocalcemia |
title_short | Transcriptomics of circulating neutrophils in dairy cows with subclinical hypocalcemia |
title_sort | transcriptomics of circulating neutrophils in dairy cows with subclinical hypocalcemia |
topic | Veterinary Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9514324/ https://www.ncbi.nlm.nih.gov/pubmed/36176696 http://dx.doi.org/10.3389/fvets.2022.959831 |
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