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Enrichment of Activated Fibroblasts as a Potential Biomarker for a Non-Durable Response to Anti-Tumor Necrosis Factor Therapy in Patients with Crohn’s Disease
We investigated whether the response to anti-tumor necrosis factor (anti-TNF) treatment varied according to inflammatory tissue characteristics in Crohn’s disease (CD). Bulk RNA sequencing (RNA-seq) data were obtained from inflamed and non-inflamed tissues from 170 patients with CD. The samples were...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10573580/ https://www.ncbi.nlm.nih.gov/pubmed/37834250 http://dx.doi.org/10.3390/ijms241914799 |
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author | Park, Soo-Kyung Lee, Gi-Young Kim, Sangsoo Lee, Chil-Woo Choi, Chang-Hwan Kang, Sang-Bum Kim, Tae-Oh Chun, Jaeyoung Cha, Jae-Myung Im, Jong-Pil Ahn, Kwang-Sung Kim, Seon-Young Kim, Min-Suk Lee, Chang-Kyun Park, Dong-Il |
author_facet | Park, Soo-Kyung Lee, Gi-Young Kim, Sangsoo Lee, Chil-Woo Choi, Chang-Hwan Kang, Sang-Bum Kim, Tae-Oh Chun, Jaeyoung Cha, Jae-Myung Im, Jong-Pil Ahn, Kwang-Sung Kim, Seon-Young Kim, Min-Suk Lee, Chang-Kyun Park, Dong-Il |
author_sort | Park, Soo-Kyung |
collection | PubMed |
description | We investigated whether the response to anti-tumor necrosis factor (anti-TNF) treatment varied according to inflammatory tissue characteristics in Crohn’s disease (CD). Bulk RNA sequencing (RNA-seq) data were obtained from inflamed and non-inflamed tissues from 170 patients with CD. The samples were clustered based on gene expression profiles using principal coordinate analysis (PCA). Cellular heterogeneity was inferred using CiberSortx, with bulk RNA-seq data. The PCA results displayed two clusters of CD-inflamed samples: one close to (Inflamed_1) and the other far away (Inflamed_2) from the non-inflamed samples. Inflamed_1 was rich in anti-TNF durable responders (DRs), and Inflamed_2 was enriched in non-durable responders (NDRs). The CiberSortx results showed that the cell fraction of activated fibroblasts was six times higher in Inflamed_2 than in Inflamed_1. Validation with public gene expression datasets (GSE16879) revealed that the activated fibroblasts were enriched in NDRs over Next, we used DRs by 1.9 times pre-treatment and 7.5 times after treatment. Fibroblast activation protein (FAP) was overexpressed in the Inflamed_2 and was also overexpressed in the NDRs in both the RISK and GSE16879 datasets. The activation of fibroblasts may play a role in resistance to anti-TNF therapy. Characterizing fibroblasts in inflamed tissues at diagnosis may help to identify patients who are likely to respond to anti-TNF therapy. |
format | Online Article Text |
id | pubmed-10573580 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-105735802023-10-14 Enrichment of Activated Fibroblasts as a Potential Biomarker for a Non-Durable Response to Anti-Tumor Necrosis Factor Therapy in Patients with Crohn’s Disease Park, Soo-Kyung Lee, Gi-Young Kim, Sangsoo Lee, Chil-Woo Choi, Chang-Hwan Kang, Sang-Bum Kim, Tae-Oh Chun, Jaeyoung Cha, Jae-Myung Im, Jong-Pil Ahn, Kwang-Sung Kim, Seon-Young Kim, Min-Suk Lee, Chang-Kyun Park, Dong-Il Int J Mol Sci Article We investigated whether the response to anti-tumor necrosis factor (anti-TNF) treatment varied according to inflammatory tissue characteristics in Crohn’s disease (CD). Bulk RNA sequencing (RNA-seq) data were obtained from inflamed and non-inflamed tissues from 170 patients with CD. The samples were clustered based on gene expression profiles using principal coordinate analysis (PCA). Cellular heterogeneity was inferred using CiberSortx, with bulk RNA-seq data. The PCA results displayed two clusters of CD-inflamed samples: one close to (Inflamed_1) and the other far away (Inflamed_2) from the non-inflamed samples. Inflamed_1 was rich in anti-TNF durable responders (DRs), and Inflamed_2 was enriched in non-durable responders (NDRs). The CiberSortx results showed that the cell fraction of activated fibroblasts was six times higher in Inflamed_2 than in Inflamed_1. Validation with public gene expression datasets (GSE16879) revealed that the activated fibroblasts were enriched in NDRs over Next, we used DRs by 1.9 times pre-treatment and 7.5 times after treatment. Fibroblast activation protein (FAP) was overexpressed in the Inflamed_2 and was also overexpressed in the NDRs in both the RISK and GSE16879 datasets. The activation of fibroblasts may play a role in resistance to anti-TNF therapy. Characterizing fibroblasts in inflamed tissues at diagnosis may help to identify patients who are likely to respond to anti-TNF therapy. MDPI 2023-09-30 /pmc/articles/PMC10573580/ /pubmed/37834250 http://dx.doi.org/10.3390/ijms241914799 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Park, Soo-Kyung Lee, Gi-Young Kim, Sangsoo Lee, Chil-Woo Choi, Chang-Hwan Kang, Sang-Bum Kim, Tae-Oh Chun, Jaeyoung Cha, Jae-Myung Im, Jong-Pil Ahn, Kwang-Sung Kim, Seon-Young Kim, Min-Suk Lee, Chang-Kyun Park, Dong-Il Enrichment of Activated Fibroblasts as a Potential Biomarker for a Non-Durable Response to Anti-Tumor Necrosis Factor Therapy in Patients with Crohn’s Disease |
title | Enrichment of Activated Fibroblasts as a Potential Biomarker for a Non-Durable Response to Anti-Tumor Necrosis Factor Therapy in Patients with Crohn’s Disease |
title_full | Enrichment of Activated Fibroblasts as a Potential Biomarker for a Non-Durable Response to Anti-Tumor Necrosis Factor Therapy in Patients with Crohn’s Disease |
title_fullStr | Enrichment of Activated Fibroblasts as a Potential Biomarker for a Non-Durable Response to Anti-Tumor Necrosis Factor Therapy in Patients with Crohn’s Disease |
title_full_unstemmed | Enrichment of Activated Fibroblasts as a Potential Biomarker for a Non-Durable Response to Anti-Tumor Necrosis Factor Therapy in Patients with Crohn’s Disease |
title_short | Enrichment of Activated Fibroblasts as a Potential Biomarker for a Non-Durable Response to Anti-Tumor Necrosis Factor Therapy in Patients with Crohn’s Disease |
title_sort | enrichment of activated fibroblasts as a potential biomarker for a non-durable response to anti-tumor necrosis factor therapy in patients with crohn’s disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10573580/ https://www.ncbi.nlm.nih.gov/pubmed/37834250 http://dx.doi.org/10.3390/ijms241914799 |
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