Ileal transcriptomic analysis in paediatric Crohn's disease reveals IL17- and NOD-signalling expression signatures in treatment-naïve patients and identifies epithelial cells driving differentially expressed genes
Ileal transcriptomic analysis in paediatric Crohn's disease reveals IL17- and NOD-signalling expression signatures in treatment-naïve patients and identifies epithelial cells driving differentially expressed genes
Background and Aims: Crohn's disease [CD] arises through host-environment interaction. Abnormal gene expression results from disturbed pathway activation or response to bacteria. We aimed to determine activated pathways and driving cell types in paediatric CD. Methods: We employed contemporary targeted autoimmune RNA sequencing, in parallel to single-cell sequencing, to ileal tissue derived from paediatric CD and controls. Weighted gene co-expression network analysis [WGCNA] was performed and differentially expressed genes [DEGs] were determined. We integrated clinical data to determine co-expression modules associated with outcomes. Results: In all, 27 treatment-naive CD [TN-CD], 26 established CD patients and 17 controls were included. WGCNA revealed a 31-gene signature characterising TN-CD patients, but not established CD, nor controls. The CSF3R gene is a hub within this module and is key in neutrophil expansion and differentiation. Antimicrobial genes, including S100A12 and the calprotectin subunit S100A9, were significantly upregulated in TN CD compared with controls [p = 2.61 x 10-15 and p = 9.13 x 10-14, respectively] and established CD [both p = 0.0055]. Gene-enrichment analysis confirmed upregulation of the IL17-, NOD- and Oncostatin-M-signalling pathways in TN-CD patients, identified in both WGCNA and DEG analyses. An upregulated gene signature was enriched for transcripts promoting Th17-cell differentiation and correlated with prolonged time to relapse [correlation-coefficient-0.36, p = 0.07]. Single-cell sequencing of TN-CD patients identified specialised epithelial cells driving differential expression of S100A9. Cell groups, determined by single-cell gene expression, demonstrated enrichment of IL17-signalling in monocytes and epithelial cells. Conclusions: Ileal tissue from treatment-naïve paediatric patients is significantly upregulated for genes driving IL17-, NOD- and Oncostatin-M-signalling. This signal is driven by a distinct subset of epithelial cells expressing antimicrobial gene transcripts.
IBD, crohn's disease, paediatric, transcriptomics
774-786
Ashton, James John
1c0bfa29-794c-4fd5-93e0-6769e6037d72
Boukas, Konstantinos
4cbff114-7077-45ad-95e7-2c6a03761380
Davies, James David
a93b4fc9-80a2-4620-ada6-c12f05c5ee38
Stafford, Imogen Sian
50987dc1-3772-408f-9093-9124f3d6b2cd
Vallejo, Andres
27bc0b94-0c40-4fd1-9533-7e267d588c0a
Haggarty, Rachel
d79fd59d-2cdc-465a-93e4-b0aeb78583c6
Coelho, Tracy Antonio Francisco
83bbf944-8998-4f1f-ae32-ad2315bb5f8f
Batra, Akshay
822f891e-87ca-41d9-b68d-27c395e88809
Afzal, Nadeem A.
62505946-2503-42ba-9b02-85513bb3ec87
Vadgama, Bhumita
3a9f04f7-2ae2-4c42-aa91-33a4bb3cea12
Williams, Anthony
973ff46f-46f1-4d7c-b27d-0f53221e4c44
Beattie, R. Mark
55d81c7b-08c9-4f42-b6d3-245869badb71
Polak, Marta
e0ac5e1a-7074-4776-ba23-490bd4da612d
Ennis, Sarah
7b57f188-9d91-4beb-b217-09856146f1e9
24 November 2020
Ashton, James John
1c0bfa29-794c-4fd5-93e0-6769e6037d72
Boukas, Konstantinos
4cbff114-7077-45ad-95e7-2c6a03761380
Davies, James David
a93b4fc9-80a2-4620-ada6-c12f05c5ee38
Stafford, Imogen Sian
50987dc1-3772-408f-9093-9124f3d6b2cd
Vallejo, Andres
27bc0b94-0c40-4fd1-9533-7e267d588c0a
Haggarty, Rachel
d79fd59d-2cdc-465a-93e4-b0aeb78583c6
Coelho, Tracy Antonio Francisco
83bbf944-8998-4f1f-ae32-ad2315bb5f8f
Batra, Akshay
822f891e-87ca-41d9-b68d-27c395e88809
Afzal, Nadeem A.
62505946-2503-42ba-9b02-85513bb3ec87
Vadgama, Bhumita
3a9f04f7-2ae2-4c42-aa91-33a4bb3cea12
Williams, Anthony
973ff46f-46f1-4d7c-b27d-0f53221e4c44
Beattie, R. Mark
55d81c7b-08c9-4f42-b6d3-245869badb71
Polak, Marta
e0ac5e1a-7074-4776-ba23-490bd4da612d
Ennis, Sarah
7b57f188-9d91-4beb-b217-09856146f1e9
Ashton, James John, Boukas, Konstantinos, Davies, James David, Stafford, Imogen Sian, Vallejo, Andres, Haggarty, Rachel, Coelho, Tracy Antonio Francisco, Batra, Akshay, Afzal, Nadeem A., Vadgama, Bhumita, Williams, Anthony, Beattie, R. Mark, Polak, Marta and Ennis, Sarah
(2020)
Ileal transcriptomic analysis in paediatric Crohn's disease reveals IL17- and NOD-signalling expression signatures in treatment-naïve patients and identifies epithelial cells driving differentially expressed genes.
Journal of Crohn's and Colitis, 15 (5), .
(doi:10.1093/ecco-jcc/jjaa236).
Abstract
Background and Aims: Crohn's disease [CD] arises through host-environment interaction. Abnormal gene expression results from disturbed pathway activation or response to bacteria. We aimed to determine activated pathways and driving cell types in paediatric CD. Methods: We employed contemporary targeted autoimmune RNA sequencing, in parallel to single-cell sequencing, to ileal tissue derived from paediatric CD and controls. Weighted gene co-expression network analysis [WGCNA] was performed and differentially expressed genes [DEGs] were determined. We integrated clinical data to determine co-expression modules associated with outcomes. Results: In all, 27 treatment-naive CD [TN-CD], 26 established CD patients and 17 controls were included. WGCNA revealed a 31-gene signature characterising TN-CD patients, but not established CD, nor controls. The CSF3R gene is a hub within this module and is key in neutrophil expansion and differentiation. Antimicrobial genes, including S100A12 and the calprotectin subunit S100A9, were significantly upregulated in TN CD compared with controls [p = 2.61 x 10-15 and p = 9.13 x 10-14, respectively] and established CD [both p = 0.0055]. Gene-enrichment analysis confirmed upregulation of the IL17-, NOD- and Oncostatin-M-signalling pathways in TN-CD patients, identified in both WGCNA and DEG analyses. An upregulated gene signature was enriched for transcripts promoting Th17-cell differentiation and correlated with prolonged time to relapse [correlation-coefficient-0.36, p = 0.07]. Single-cell sequencing of TN-CD patients identified specialised epithelial cells driving differential expression of S100A9. Cell groups, determined by single-cell gene expression, demonstrated enrichment of IL17-signalling in monocytes and epithelial cells. Conclusions: Ileal tissue from treatment-naïve paediatric patients is significantly upregulated for genes driving IL17-, NOD- and Oncostatin-M-signalling. This signal is driven by a distinct subset of epithelial cells expressing antimicrobial gene transcripts.
Text
Untracked_27_10_20_Targeted transcriptomic analysis in paediatric CD
- Accepted Manuscript
More information
Accepted/In Press date: 9 November 2020
e-pub ahead of print date: 24 November 2020
Published date: 24 November 2020
Additional Information:
Publisher Copyright:
© 2020 The Author(s) 2020. Published by Oxford University Press on behalf of European Crohn's and Colitis Organisation.
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
Keywords:
IBD, crohn's disease, paediatric, transcriptomics
Identifiers
Local EPrints ID: 445052
URI: http://eprints.soton.ac.uk/id/eprint/445052
ISSN: 1873-9946
PURE UUID: 939aab9c-4bca-440f-8ab5-ca078304d3fa
Catalogue record
Date deposited: 18 Nov 2020 17:31
Last modified: 17 Mar 2024 06:04
Export record
Altmetrics
Contributors
Author:
James John Ashton
Author:
Konstantinos Boukas
Author:
James David Davies
Author:
Imogen Sian Stafford
Author:
Andres Vallejo
Author:
Rachel Haggarty
Author:
Tracy Antonio Francisco Coelho
Author:
Akshay Batra
Author:
Nadeem A. Afzal
Author:
Bhumita Vadgama
Author:
R. Mark Beattie
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics