Evidence map›Paper›PMID 35501711›Full record

ArticleBMC genomics2022

Single-cell transcriptomic and chromatin accessibility analyses of dairy cattle peripheral blood mononuclear cells and their responses to lipopolysaccharide.

Yahui Gao, Jianbin Li, Gaozhan Cai, Yujiao Wang, Wenjing Yang, Yanqin Li, Xiuxin Zhao, Rongling Li, Yundong Gao, Wenbin Tuo and 4 more

Open access · goldAbstract read
In one paragraph

Article in BMC genomics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed
3.8field-weighted citation impact, top 5% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

24 citing papers in PubMed, 37 citations in OpenAlex.

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  15. Advances in single-cell transcriptomics in animal research.Journal of animal science and biotechnology · 2024
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors at 4 institutions in 3 countries.

Yahui Gao *Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, No.202, Gongyebei Road, Jinan, 250100, China.
Jianbin Li *Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, No.202, Gongyebei Road, Jinan, 250100, China. msdljb@163.com.
Gaozhan Cai *Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, No.202, Gongyebei Road, Jinan, 250100, China.
Yujiao WangInstitute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, No.202, Gongyebei Road, Jinan, 250100, China.
Wenjing YangCollege of Animal Science and Technology, China Agricultural University, Beijing, 100193, China.
Yanqin LiInstitute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, No.202, Gongyebei Road, Jinan, 250100, China.
Xiuxin ZhaoShandong Ox Livestock Breeding Co., Ltd, Jinan, 250100, China.
Rongling LiInstitute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, No.202, Gongyebei Road, Jinan, 250100, China.
Yundong GaoInstitute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, No.202, Gongyebei Road, Jinan, 250100, China.
Wenbin TuoAnimal Parasitic Diseases Laboratory, BARC, USDA-ARS, Beltsville, MD, 20705, USA.
Ransom L BaldwinAnimal Genomics and Improvement Laboratory, BARC, USDA-ARS, Beltsville, MD, 20705, USA.
Cong-Jun LiAnimal Genomics and Improvement Laboratory, BARC, USDA-ARS, Beltsville, MD, 20705, USA. Congjun.Li@usda.gov.
Lingzhao FangMRC Human Genetics Unit at the Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, UK. Lingzhao.fang@igmm.ed.ac.uk.
George E LiuAnimal Genomics and Improvement Laboratory, BARC, USDA-ARS, Beltsville, MD, 20705, USA. George.Liu@usda.gov.
Shandong Academy of Agricultural Sciences · CNAgricultural Research Service · USChina Agricultural University · CNMRC Institute of Genetics and Molecular Medicine · GB

Funding

Agricultural Scientific and Technological Innovation Project of Shandong Academy of Agricultural Sciences (Cxgc2016A04) 2019B10018HDR-UK award HDR-9004the Marie Skłodowska-Curie grant agreement 801215USDA National Institute of Food and Agriculture (NIFA) Agriculture and Food Research Initiative 2016-67015-24886 and 2019-67015-29321US-Israel Binational Agricultural Research and Development (BARD US-4997-17
6 · The paper itself

Abstract

backgroundGram-negative bacteria are important pathogens in cattle, causing severe infectious diseases, including mastitis. Lipopolysaccharides (LPS) are components of the outer membrane of Gram-negative bacteria and crucial mediators of chronic inflammation in cattle. LPS modulations of bovine immune responses have been studied before. However, the single-cell transcriptomic and chromatin accessibility analyses of bovine peripheral blood mononuclear cells (PBMCs) and their responses to LPS stimulation were never reported.

resultsWe performed single-cell RNA sequencing (scRNA-seq) and single-cell sequencing assay for transposase-accessible chromatin (scATAC-seq) in bovine PBMCs before and after LPS treatment and demonstrated that seven major cell types, which included CD4 T cells, CD8 T cells, and B cells, monocytes, natural killer cells, innate lymphoid cells, and dendritic cells. Bioinformatic analyses indicated that LPS could increase PBMC cell cycle progression, cellular differentiation, and chromatin accessibility. Gene analyses further showed significant changes in differential expression, transcription factor binding site, gene ontology, and regulatory interactions during the PBMC responses to LPS. Consistent with the findings of previous studies, LPS induced activation of monocytes and dendritic cells, likely through their upregulated TLR4 receptor. NF-κB was observed to be activated by LPS and an increased transcription of an array of pro-inflammatory cytokines, in agreement that NF-κB is an LPS-responsive regulator of innate immune responses. In addition, by integrating LPS-induced differentially expressed genes (DEGs) with large-scale GWAS of 45 complex traits in Holstein, we detected trait-relevant cell types. We found that selected DEGs were significantly associated with immune-relevant health, milk production, and body conformation traits.

conclusionThis study provided the first scRNAseq and scATAC-seq data for cattle PBMCs and their responses to the LPS stimulation to the best of our knowledge. These results should also serve as valuable resources for the future study of the bovine immune system and open the door for discoveries about immune cell roles in complex traits like mastitis at single-cell resolution.

Indexed as

ChromatinLeukocytes, MononuclearLipopolysaccharidesTranscriptomeAnimalsCattleFemaleImmunity, InnateLymphocytesNF-kappa BChromatinLipopolysaccharidesNF-kappa BCattleLipopolysaccharidePeripheral blood mononuclear cellSingle-cell ATAC-seqSingle-cell RNA-seq

Identifiers

PMID35501711
PMCPMC9063233
OpenAlexW4225379469

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.