Longitudinal single cell RNA-seq of the inflamed colon
Download from source ↗Dataset overview
Longitudinal Single-Cell Transcriptomics Reveals a Role for Serpina3n-Mediated Resolution of Inflammation in a Mouse Colitis Model.
Abstract
<h4>Background & aims</h4>Proper resolution of inflammation is essential to maintaining homeostasis, which is important as a dysregulated inflammatory response has adverse consequences, even being regarded as a hallmark of cancer. However, our picture of dynamic changes during inflammation remains far from comprehensive.<h4>Methods</h4>Here we used single-cell transcriptomics to elucidate changes in distinct cell types and their interactions in a mouse model of chemically induced colitis.<h4>Results</h4>Our analysis highlights the stromal cell population of the colon functions as a hub with dynamically changing roles over time. Importantly, we found that Serpina3n, a serine protease inhibitor, is specifically expressed in stromal cell clusters as inflammation resolves, interacting with a potential target, elastase. Indeed, genetic ablation of the Serpina3n gene delays resolution of induced inflammation. Furthermore, systemic Serpina3n administration promoted the resolution of inflammation, ameliorating colitis symptoms.<h4>Conclusions</h4>This study provides a comprehensive, single-cell understanding of cell-cell interactions during colorectal inflammation and reveals a potential therapeutic target that leverages inflammation resolution.
doi:10.1016/j.jcmgh.2021.04.004 ↗ PMID 33862275 ↗ PMC8258998 ↗
Study facts
- Organism
- Mus musculus
- Platform
- Illumina NextSeq 500
- Age group
- —
- Disease groups
- —
- Anatomical sites
- Colon
Data availability
- Raw counts
File types
TSV
Files and samples
- Colon88
| Accession | Sample | Tissue | Molecule |
|---|---|---|---|
GSM4481180 |
Time Course IBD.CONTROL.SCI132_01_S1 | Colon | total RNA |
GSM4481181 |
Time Course IBD.CONTROL.SCI132_02_S2 | Colon | total RNA |
GSM4481182 |
Time Course IBD.CONTROL.SCI132_03_S3 | Colon | total RNA |
GSM4481183 |
Time Course IBD.CONTROL.SCI132_04_S4 | Colon | total RNA |
GSM4481184 |
Time Course IBD.CONTROL.SCI132_05_S5 | Colon | total RNA |
GSM4481185 |
Time Course IBD.CONTROL.SCI132_06_S6 | Colon | total RNA |
GSM4481186 |
Time Course IBD.CONTROL.SCI132_07_S7 | Colon | total RNA |
GSM4481187 |
Time Course IBD.CONTROL.SCI132_08_S8 | Colon | total RNA |
GSM4481188 |
Time Course IBD.CONTROL.SCI132_09_S9 | Colon | total RNA |
GSM4481189 |
Time Course IBD.CONTROL.SCI132_10_S10 | Colon | total RNA |
GSM4481190 |
Time Course IBD.DAY03.SCI131_01_S1 | Colon | total RNA |
GSM4481191 |
Time Course IBD.DAY03.SCI131_02_S2 | Colon | total RNA |
GSM4481192 |
Time Course IBD.DAY03.SCI131_03_S3 | Colon | total RNA |
GSM4481193 |
Time Course IBD.DAY03.SCI131_04_S4 | Colon | total RNA |
GSM4481194 |
Time Course IBD.DAY03.SCI131_05_S5 | Colon | total RNA |
GSM4481195 |
Time Course IBD.DAY03.SCI131_06_S6 | Colon | total RNA |
GSM4481196 |
Time Course IBD.DAY03.SCI131_07_S7 | Colon | total RNA |
GSM4481197 |
Time Course IBD.DAY03.SCI131_08_S8 | Colon | total RNA |
GSM4481198 |
Time Course IBD.DAY03.SCI131_09_S9 | Colon | total RNA |
GSM4481199 |
Time Course IBD.DAY03.SCI131_10_S10 | Colon | total RNA |
GSM4481200 |
Time Course IBD.DAY06.SCI131_11_S11 | Colon | total RNA |
GSM4481201 |
Time Course IBD.DAY06.SCI131_12_S12 | Colon | total RNA |
GSM4481202 |
Time Course IBD.DAY06.SCI131_13_S13 | Colon | total RNA |
GSM4481203 |
Time Course IBD.DAY06.SCI131_14_S14 | Colon | total RNA |
GSM4481204 |
Time Course IBD.DAY06.SCI131_15_S15 | Colon | total RNA |
GSM4481205 |
Time Course IBD.DAY06.SCI131_16_S16 | Colon | total RNA |
GSM4481206 |
Time Course IBD.DAY06.SCI131_17_S17 | Colon | total RNA |
GSM4481207 |
Time Course IBD.DAY06.SCI131_18_S18 | Colon | total RNA |
GSM4481208 |
Time Course IBD.DAY06.SCI131_19_S19 | Colon | total RNA |
GSM4481209 |
Time Course IBD.DAY06.SCI131_20_S20 | Colon | total RNA |
GSM4481210 |
Time Course IBD.DAY09.SCI132_11_S11 | Colon | total RNA |
GSM4481211 |
Time Course IBD.DAY09.SCI132_12_S12 | Colon | total RNA |
GSM4481212 |
Time Course IBD.DAY09.SCI132_13_S13 | Colon | total RNA |
GSM4481213 |
Time Course IBD.DAY09.SCI132_14_S14 | Colon | total RNA |
GSM4481214 |
Time Course IBD.DAY09.SCI132_15_S15 | Colon | total RNA |
GSM4481215 |
Time Course IBD.DAY09.SCI132_16_S16 | Colon | total RNA |
GSM4481216 |
Time Course IBD.DAY09.SCI132_17_S17 | Colon | total RNA |
GSM4481217 |
Time Course IBD.DAY09.SCI132_18_S18 | Colon | total RNA |
GSM4481218 |
Time Course IBD.DAY09.SCI132_19_S19 | Colon | total RNA |
GSM4481219 |
Time Course IBD.DAY09.SCI132_20_S20 | Colon | total RNA |
GSM4481220 |
Time Course IBD.DAY12.SCI133_01_S1 | Colon | total RNA |
GSM4481221 |
Time Course IBD.DAY12.SCI133_02_S2 | Colon | total RNA |
GSM4481222 |
Time Course IBD.DAY12.SCI133_03_S3 | Colon | total RNA |
GSM4481223 |
Time Course IBD.DAY12.SCI133_04_S4 | Colon | total RNA |
GSM4481224 |
Time Course IBD.DAY12.SCI133_05_S5 | Colon | total RNA |
GSM4481225 |
Time Course IBD.DAY12.SCI133_06_S6 | Colon | total RNA |
GSM4481226 |
Time Course IBD.DAY12.SCI133_07_S7 | Colon | total RNA |
GSM4481227 |
Time Course IBD.DAY12.SCI133_08_S8 | Colon | total RNA |
GSM4481228 |
Time Course IBD.DAY12.SCI133_09_S9 | Colon | total RNA |
GSM4481229 |
Time Course IBD.DAY12.SCI133_10_S10 | Colon | total RNA |
GSM4481230 |
Time Course IBD.DAY15.SCI133_11_S11 | Colon | total RNA |
GSM4481231 |
Time Course IBD.DAY15.SCI133_12_S12 | Colon | total RNA |
GSM4481232 |
Time Course IBD.DAY15.SCI133_13_S13 | Colon | total RNA |
GSM4481233 |
Time Course IBD.DAY15.SCI133_14_S14 | Colon | total RNA |
GSM4481234 |
Time Course IBD.DAY15.SCI133_15_S15 | Colon | total RNA |
GSM4481235 |
Time Course IBD.DAY15.SCI133_16_S16 | Colon | total RNA |
GSM4481236 |
Time Course IBD.DAY15.SCI133_17_S17 | Colon | total RNA |
GSM4481237 |
Time Course IBD.DAY15.SCI133_18_S18 | Colon | total RNA |
GSM4481238 |
Time Course IBD.DAY15.SCI133_19_S19 | Colon | total RNA |
GSM4481239 |
Time Course IBD.DAY15.SCI133_20_S20 | Colon | total RNA |
GSM4481240 |
Serpin.IBD+PBS.SCI120_01_S1 | Colon | total RNA |
GSM4481241 |
Serpin.IBD+PBS.SCI120_02_S2 | Colon | total RNA |
GSM4481242 |
Serpin.IBD+PBS.SCI120_03_S3 | Colon | total RNA |
GSM4481243 |
Serpin.IBD+PBS.SCI120_04_S4 | Colon | total RNA |
GSM4481244 |
Serpin.IBD+PBS.SCI120_05_S5 | Colon | total RNA |
GSM4481245 |
Serpin.IBD+PBS.SCI120_06_S6 | Colon | total RNA |
GSM4481246 |
Serpin.IBD+PBS.SCI120_07_S7 | Colon | total RNA |
GSM4481247 |
Serpin.IBD+PBS.SCI120_08_S8 | Colon | total RNA |
GSM4481248 |
Serpin.IBD+PBS.SCI120_09_S9 | Colon | total RNA |
GSM4481249 |
Serpin.IBD+PBS.SCI120_10_S10 | Colon | total RNA |
GSM4481250 |
Serpin.IBD+Serpin.SCI121_01_S1 | Colon | total RNA |
GSM4481251 |
Serpin.IBD+Serpin.SCI121_02_S2 | Colon | total RNA |
GSM4481252 |
Serpin.IBD+Serpin.SCI121_03_S3 | Colon | total RNA |
GSM4481253 |
Serpin.IBD+Serpin.SCI121_04_S4 | Colon | total RNA |
GSM4481254 |
Serpin.IBD+Serpin.SCI121_05_S5 | Colon | total RNA |
GSM4481255 |
Serpin.IBD+Serpin.SCI121_06_S6 | Colon | total RNA |
GSM4481256 |
Serpin.IBD+Serpin.SCI121_07_S7 | Colon | total RNA |
GSM4481257 |
Serpin.IBD+Serpin.SCI121_08_S8 | Colon | total RNA |
GSM4481258 |
Serpin.NT.SCI119_01_S1 | Colon | total RNA |
GSM4481259 |
Serpin.NT.SCI119_02_S2 | Colon | total RNA |
GSM4481260 |
Serpin.NT.SCI119_03_S3 | Colon | total RNA |
GSM4481261 |
Serpin.NT.SCI119_04_S4 | Colon | total RNA |
GSM4481262 |
Serpin.NT.SCI119_05_S5 | Colon | total RNA |
GSM4481263 |
Serpin.NT.SCI119_06_S6 | Colon | total RNA |
GSM4481264 |
Serpin.NT.SCI119_07_S7 | Colon | total RNA |
GSM4481265 |
Serpin.NT.SCI119_08_S8 | Colon | total RNA |
GSM4481266 |
Serpin.NT.SCI119_09_S9 | Colon | total RNA |
GSM4481267 |
Serpin.NT.SCI119_10_S10 | Colon | total RNA |
Strengths & limitations for reuse
Strengths
- Raw reads are advertised
- Raw counts are advertised
- Cell metadata are advertised
Limitations
- Not documented: processed matrices are advertised
- Not documented: participant counts are documented
Extraction evidence & provenance
Each extracted field is shown with the source excerpt and location used to resolve it.
Assay
| Field | Value | Evidence |
|---|---|---|
assay.assay_type |
FACS-based single-cell RNA-seq |
FACS-based, smart-seq2 method Section |
assay.library_chemistry |
modified Smart-seq2 |
RNA-seq library was constructed using modified Smart-seq2 method. Section |
assay.platform |
Illumina NextSeq 500 |
The sequencing libraries were sequenced on the Illumina NextSeq500 platform. Section |
assay.reference_genome |
mm10 inferred |
Genome_build: ftp://ftp.ncbi.nlm.nih.gov/geo/series/GSE63nnn/GSE63472/suppl/GSE63472_mm10_reference_metadata.tar.gz Section |
assay.sequencing_type |
scrna_seq |
"title": "Longitudinal single cell RNA-seq of the inflamed colon" Section |
Cohort
| Field | Value | Evidence |
|---|---|---|
cohort.study_design |
longitudinal |
Longitudinal single cell RNA-seq of the inflamed colon Section |
cohort.treatment_exposure_documented |
True from source |
GEO sample characteristics document treatment/therapy Section |
Data_Assets
| Field | Value | Evidence |
|---|---|---|
data_assets.cell_metadata |
True |
GSE148794_serpin.metadata.tsv.gz Section |
data_assets.open_access |
True |
Public on Sep 03 2021 Section |
data_assets.raw_counts |
True |
GSE148794_serpin.count_table.tsv.gz Section |
data_assets.raw_reads |
True inferred |
SRA: https://www.ncbi.nlm.nih.gov/sra?term=SRP256617 Section |
Specimens
| Field | Value | Evidence |
|---|---|---|
specimens.anatomical_sites |
['Colon'] |
"source_name": "Colon" Section |
specimens.number_of_samples |
88 |
"n_samples": 88 Section |