Division of Pediatric Gastroenterology, Department of Pediatrics and Pediatric Research Institute, Children's Healthcare of Atlanta, Emory University School of Medicine, Atlanta, GA, USA.
Department of Pathology, Children's Healthcare of Atlanta, Emory University, Atlanta, GA, USA.
Inflamm Bowel Dis. 2023 Feb 1;29(2):274-285. doi: 10.1093/ibd/izac201.
Crohn's disease is a lifelong disease characterized by chronic inflammation of the gastrointestinal tract. Defining the cellular and transcriptional composition of the mucosa at different stages of disease progression is needed for personalized therapy in Crohn's.
Ileal biopsies were obtained from (1) control subjects (n = 6), (2) treatment-naïve patients (n = 7), and (3) established (n = 14) Crohn's patients along with remission (n = 3) and refractory (n = 11) treatment groups. The biopsies processed using 10x Genomics single cell 5' yielded 139 906 cells. Gene expression count matrices of all samples were analyzed by reciprocal principal component integration, followed by clustering analysis. Manual annotations of the clusters were performed using canonical gene markers. Cell type proportions, differential expression analysis, and gene ontology enrichment were carried out for each cell type.
We identified 3 cellular compartments with 9 epithelial, 1 stromal, and 5 immune cell subtypes. We observed differences in the cellular composition between control, treatment-naïve, and established groups, with the significant changes in the epithelial subtypes of the treatment-naïve patients, including microfold, tuft, goblet, enterocyte,s and BEST4+ cells. Surprisingly, fewer changes in the composition of the immune compartment were observed; however, gene expression in the epithelial and immune compartment was different between Crohn's phenotypes, indicating changes in cellular activity.
Our study identified cellular and transcriptional signatures associated with treatment-naïve Crohn's disease that collectively point to dysfunction of the intestinal barrier with an increase in inflammatory cellular activity. Our analysis also highlights the heterogeneity among patients within the same disease phenotype, shining a new light on personalized treatment responses and strategies.
克罗恩病是一种终身疾病,其特征为胃肠道慢性炎症。为了实现克罗恩病的个体化治疗,需要确定疾病进展不同阶段的黏膜细胞和转录组成。
我们获取了(1)对照受试者(n=6)、(2)未经治疗的患者(n=7)和(3)已确诊(n=14)克罗恩病患者,以及缓解(n=3)和难治(n=11)治疗组的回肠活检样本。使用 10x Genomics 单细胞 5' 技术处理活检样本,产生了 139906 个细胞。对所有样本的基因表达计数矩阵进行了相互主成分积分分析,然后进行聚类分析。使用经典基因标记对聚类进行手动注释。对每个细胞类型进行细胞类型比例、差异表达分析和基因本体富集分析。
我们鉴定出 3 个细胞区室,包括 9 个上皮细胞、1 个基质细胞和 5 个免疫细胞亚型。我们观察到对照、未经治疗和已确诊组之间的细胞组成存在差异,未经治疗患者的上皮细胞亚型发生了显著变化,包括微褶皱、绒毛、杯状细胞、肠细胞和 BEST4+细胞。令人惊讶的是,免疫细胞组成的变化较小;然而,上皮细胞和免疫细胞区室的基因表达在克罗恩病表型之间存在差异,表明细胞活性发生了变化。
我们的研究确定了与未经治疗的克罗恩病相关的细胞和转录特征,这些特征共同指向肠道屏障功能障碍和炎症细胞活性增加。我们的分析还突出了同一疾病表型内患者之间的异质性,为个体化治疗反应和策略提供了新的思路。