Single‐cell and spatial transcriptomics reveal the fibrosis‐related immune landscape of biliary atresia. Issue 11 (4th November 2022)
- Record Type:
- Journal Article
- Title:
- Single‐cell and spatial transcriptomics reveal the fibrosis‐related immune landscape of biliary atresia. Issue 11 (4th November 2022)
- Main Title:
- Single‐cell and spatial transcriptomics reveal the fibrosis‐related immune landscape of biliary atresia
- Authors:
- Ye, Chunjing
Zhu, Jiajie
Wang, Junfeng
Chen, Deqian
Meng, Lingdu
Zhan, Yong
Yang, Ran
He, Shiwei
Li, Zifeng
Dai, Shuyang
Li, Yi
Sun, Song
Shen, Zhen
Huang, Yanlei
Dong, Rui
Chen, Gong
Zheng, Shan - Abstract:
- Abstract: Background: Biliary atresia (BA) is a devastating inflammatory and fibrosing cholangiopathy of neonates with unknown aetiology. We aim to investigate the relationship between these two main characteristics. Methods: Single‐cell RNA sequencing and spatial transcriptomics were performed on liver samples from a cohort of 14 objects (BA: n = 6; control: n = 8). We conducted data integration and cell‐type annotation based on gene expression profiling. Furthermore, we identified fibrosis‐related immune cells according to their spatial locations, GO and KEGG analysis. Finally, SPOTlight and CIBERSORTx were used to deconvolute ST data and microarray data of the GSE46960 cohorts, respectively. Results: Immune subpopulations inhabiting the 'fibrotic niche' (areas of scarring), comprising 'intermediate' CD14 ++ CD16 + monocytes, scar‐associated macrophages, natural killer T cells, transitional B cells and FCN3 + neutrophils were identified. GO and KEGG analyses showed that pathways including 'positive regulation of smooth muscle cell/fibroblast proliferation' and 'positive regulation of/response to VEGFR/VEGF/EGFR/FGF' were enriched in these cell types. Interactions analysis showed that communication among 'FGF_FGFR', 'RPS19‐C5AR1', 'CD74_COPA/MIF/APP' and 'TNFRSF1A/B_GRN' was extensive. Finally, the results of deconvolution for ST data and microarray data validated that the proportions of certain identified fibrosis‐related cell types we identified were increased in BA.Abstract: Background: Biliary atresia (BA) is a devastating inflammatory and fibrosing cholangiopathy of neonates with unknown aetiology. We aim to investigate the relationship between these two main characteristics. Methods: Single‐cell RNA sequencing and spatial transcriptomics were performed on liver samples from a cohort of 14 objects (BA: n = 6; control: n = 8). We conducted data integration and cell‐type annotation based on gene expression profiling. Furthermore, we identified fibrosis‐related immune cells according to their spatial locations, GO and KEGG analysis. Finally, SPOTlight and CIBERSORTx were used to deconvolute ST data and microarray data of the GSE46960 cohorts, respectively. Results: Immune subpopulations inhabiting the 'fibrotic niche' (areas of scarring), comprising 'intermediate' CD14 ++ CD16 + monocytes, scar‐associated macrophages, natural killer T cells, transitional B cells and FCN3 + neutrophils were identified. GO and KEGG analyses showed that pathways including 'positive regulation of smooth muscle cell/fibroblast proliferation' and 'positive regulation of/response to VEGFR/VEGF/EGFR/FGF' were enriched in these cell types. Interactions analysis showed that communication among 'FGF_FGFR', 'RPS19‐C5AR1', 'CD74_COPA/MIF/APP' and 'TNFRSF1A/B_GRN' was extensive. Finally, the results of deconvolution for ST data and microarray data validated that the proportions of certain identified fibrosis‐related cell types we identified were increased in BA. Discussion: Fibrosis is an important feature of BA, in which the immune system plays an important role. Our work reveals the subpopulations of immune cells enriched in the fibrotic niche of BA liver, as well as key related pathways and molecules; some are highlighted for the first time in liver fibrosis. These newly identified interactions might partly explain why the rate of liver fibrosis occurs much faster in BA than in other liver diseases. Conclusion: Our study revealed the molecular, cellular and spatial immune microenvironment of the fibrotic niche of BA. Abstract : Fibrosis‐related immune subpopulations in BA were identified; Pathways including 'positive regulation of smooth muscle cell/fibroblast proliferation' and 'positive regulation of/response to VEGFR/VEGF/EGFR/FGF' may contribute to liver fibrosis in BA; Interactions 'FGF_FGFR', 'RPS19‐C5AR1', 'CD74_COPA/MIF/APP' and 'TNFRSF1A/B_GRN' may contribute to liver fibrosis in BA. … (more)
- Is Part Of:
- Clinical and translational medicine. Volume 12:Issue 11(2022)
- Journal:
- Clinical and translational medicine
- Issue:
- Volume 12:Issue 11(2022)
- Issue Display:
- Volume 12, Issue 11 (2022)
- Year:
- 2022
- Volume:
- 12
- Issue:
- 11
- Issue Sort Value:
- 2022-0012-0011-0000
- Page Start:
- n/a
- Page End:
- n/a
- Publication Date:
- 2022-11-04
- Subjects:
- biliary atresia -- immune -- liver fibrosis -- single‐cell RNA sequencing -- spatial transcriptomics
Clinical medicine -- Periodicals
Medicine, Experimental -- Periodicals
Medical innovations -- Periodicals
Molecular biology -- Periodicals
Pathology, Molecular -- Periodicals
616.027 - Journal URLs:
- https://onlinelibrary.wiley.com/loi/20011326 ↗
http://www.clintransmed.com/content ↗
http://www.biomedcentral.com/journals/#C ↗
http://www.springer.com/gb/ ↗ - DOI:
- 10.1002/ctm2.1070 ↗
- Languages:
- English
- ISSNs:
- 2001-1326
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 24537.xml