# Integrating single-nucleus RNA sequencing and spatial transcriptomics to elucidate a specialized subpopulation of astrocytes, microglia and vascular cells in brains of mouse model of lipopolysaccharide-induced sepsis-associated encephalopathy

**Authors:** Yanyan Zhu, Yin Zhang, Sheng He, Sanjun Yi, Hao Feng, Xianzhu Xia, Xiaodong Fang, Xiaoqian Gong, Pingsen Zhao

PMC · DOI: 10.1186/s12974-024-03161-0 · Journal of Neuroinflammation · 2024-07-03

## TL;DR

This study uses advanced sequencing techniques to identify a unique brain cell arrangement linked to sepsis-related brain dysfunction in mice.

## Contribution

The study identifies a specialized pathological niche involving astrocytes, microglia, and vascular cells in sepsis-associated encephalopathy using single-nucleus RNA sequencing and spatial transcriptomics.

## Key findings

- Anxa1−/− mice showed increased Astro-2 and Micro-2 cells at 12 and 24 hours post-LPS injection.
- A distinct V1A2M2 region with colocalized Astro-2, Micro-2, and Vas-1 cells was identified.
- Ligand-receptor pairs like Timp1-Cd63 and Cxcl10-Sdc4 were upregulated in this region.

## Abstract

Understanding the mechanism behind sepsis-associated encephalopathy (SAE) remains a formidable task. This study endeavors to shed light on the complex cellular and molecular alterations that occur in the brains of a mouse model with SAE, ultimately unraveling the underlying mechanisms of this condition.

We established a murine model using intraperitoneal injection of lipopolysaccharide (LPS) in wild type and Anxa1−/− mice and collected brain tissues for analysis at 0-hour, 12-hour, 24-hour, and 72-hour post-injection. Utilizing advanced techniques such as single-nucleus RNA sequencing (snRNA-seq) and Stereo-seq, we conducted a comprehensive characterization of the cellular responses and molecular patterns within the brain.

Our study uncovered notable temporal differences in the response to LPS challenge between Anxa1−/− (annexin A1 knockout) and wild type mice, specifically at the 12-hour and 24-hour time points following injection. We observed a significant increase in the proportion of Astro-2 and Micro-2 cells in these mice. These cells exhibited a colocalization pattern with the vascular subtype Vas-1, forming a distinct region known as V1A2M2, where Astro-2 and Micro-2 cells surrounded Vas-1. Moreover, through further analysis, we discovered significant upregulation of ligands and receptors such as Timp1-Cd63, Timp1-Itgb1, Timp1-Lrp1, as well as Ccl2-Ackr1 and Cxcl2-Ackr1 within this region. In addition, we observed a notable increase in the expression of Cd14-Itgb1, Cd14-Tlr2, and Cd14-C3ar1 in regions enriched with Micro-2 cells. Additionally, Cxcl10-Sdc4 showed broad upregulation in brain regions containing both Micro-2 and Astro-2 cells. Notably, upon LPS challenge, there was an observed increase in Anxa1 expression in the mouse brain. Furthermore, our study revealed a noteworthy increase in mortality rates following Anxa1 knockdown. However, we did not observe substantial differences in the types, numbers, or distribution of other brain cells between Anxa1−/− and wildtype mice over time. Nevertheless, when comparing the 24-hour post LPS injection time point, we observed a significant decrease in the proportion and distribution of Micro-2 and Astro-2 cells in the vicinity of blood vessels in Anxa1−/− mice. Additionally, we noted reduced expression levels of several ligand-receptor pairs including Cd14-Tlr2, Cd14-C3ar1, Cd14-Itgb1, Cxcl10-Sdc4, Ccl2-Ackr1, and Cxcl2-Ackr1.

By combining snRNA-seq and Stereo-seq techniques, our study successfully identified a distinctive cellular colocalization, referred to as a special pathological niche, comprising Astro-2, Micro-2, and Vas-1 cells. Furthermore, we observed an upregulation of ligand-receptor pairs within this niche. These findings suggest a potential association between this cellular arrangement and the underlying mechanisms contributing to SAE or the increased mortality observed in Anxa1 knockdown mice.

The online version contains supplementary material available at 10.1186/s12974-024-03161-0.

## Linked entities

- **Genes:** ANXA1 (annexin A1) [NCBI Gene 301], CD63 (CD63 molecule) [NCBI Gene 967], ITGB1 (integrin subunit beta 1) [NCBI Gene 3688], LRP1 (LDL receptor related protein 1) [NCBI Gene 4035], ACKR1 (atypical chemokine receptor 1 (Duffy blood group)) [NCBI Gene 2532], TLR2 (toll like receptor 2) [NCBI Gene 7097], C3AR1 (complement C3a receptor 1) [NCBI Gene 719], SDC4 (syndecan 4) [NCBI Gene 6385]
- **Proteins:** ANXA1 (annexin A1), TIMP1 (TIMP metallopeptidase inhibitor 1), CCL2 (C-C motif chemokine ligand 2), CXCL2 (C-X-C motif chemokine ligand 2), CXCL10 (C-X-C motif chemokine ligand 10), CD14 (CD14 molecule)
- **Species:** Mus musculus (taxon 10090)

## Full-text entities

- **Genes:** Ackr1 (atypical chemokine receptor 1 (Duffy blood group)) [NCBI Gene 13349] {aka CCBP1, CD234, Darc, Dfy, ESTM35, FY}, Cxcl10 (C-X-C motif chemokine ligand 10) [NCBI Gene 15945] {aka C7, CRG-2, INP10, IP-10, IP10, Ifi10}, Cxcl2 (C-X-C motif chemokine ligand 2) [NCBI Gene 20310] {aka CINC-2a, GROb, Gro2, MIP-2, MIP-2a, Mgsa-b}, C3ar1 (complement component 3a receptor 1) [NCBI Gene 12267] {aka AZ3B, C3AR, HNFAG09}, Cd63 (CD63 antigen) [NCBI Gene 12512] {aka ME491, Tspan30}, Timp1 (tissue inhibitor of metalloproteinase 1) [NCBI Gene 21857] {aka Clgi, EPA, TIMP-1, TPA-S1, Timp}, Vas1 (autoimmune vasitis resistance 1) [NCBI Gene 110219], Anxa1 (annexin A1) [NCBI Gene 16952] {aka Anx-1, Anx-A1, C430014K04Rik, Lpc-1, Lpc1}, Ccl2 (C-C motif chemokine ligand 2) [NCBI Gene 20296] {aka HC11, JE, MCAF, MCP-1, MCP1, SMC-CF}, Tlr2 (toll-like receptor 2) [NCBI Gene 24088] {aka Ly105}, Sdc4 (syndecan 4) [NCBI Gene 20971] {aka S4, Synd4, ryudocan, syndecan-4}, Itgb1 (integrin beta 1 (fibronectin receptor beta)) [NCBI Gene 16412] {aka 4633401G24Rik, CD29, Fnrb, Gm9863, gpIIa}, Cd14 (CD14 antigen) [NCBI Gene 12475], Lrp1 (low density lipoprotein receptor-related protein 1) [NCBI Gene 16971] {aka A2mr, CD91, Lrp, b2b1554Clo}
- **Diseases:** encephalopathy (MESH:D001927), SAE (MESH:D065166), sepsis (MESH:D018805)
- **Chemicals:** LPS (MESH:D008070)
- **Species:** Mus musculus (house mouse, species) [taxon 10090]
- **Cell lines:** Micro-2 — Homo sapiens (Human), Colon carcinoma, Cancer cell line (CVCL_A628), Astro-2 — Mus musculus (Mouse), Conditionally immortalized cell line (CVCL_6A99)

## Full text

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## Figures

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## References

84 references — full list in the complete paper: https://tomesphere.com/paper/PMC11223438/full.md

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Source: https://tomesphere.com/paper/PMC11223438