PO.CL05.09 · 临床研究
跨平台同一切片多组学揭示癌前结肠炎症中Treg异质性及其与空间生态位变异的关联
Cross platform same slide multi-omics reveals Treg heterogeneity and links to spatial niche variability in pre-cancerous colonic inflammation
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
引言:FOXP3+调节性T细胞(Treg)维持免疫耐受,其功能障碍导致自身免疫、慢性炎症和癌症。Treg异质性在溃疡性结肠炎中已有充分记录,其中失调的Treg可促进结肠癌。Treg异质性常由转录谱定义,由于转录本与蛋白水平之间固有的生物学差异,这可能包含技术性假象。利用跨平台同一切片多组学(CellScape™蛋白质组学和CosMx™转录组学),我们旨在评估定量FOXP3蛋白是否能改善对结肠微环境内Treg转录异质性的定义。
方法:对来自癌前状态(溃疡性结肠炎)的8份FFPE肠道活检组织采用CellScape™(34重VistaPlex)进行图谱分析,随后在同一切片上采用CosMx™人类通用细胞表征面板(1K重)。全切片多模态对齐使用共享形态学标志物和WsiReg生成仿射配准。分割掩膜被协调以实现像素级对应,从而实现每个细胞蛋白与RNA的直接整合。通过定量自动细胞分型,将CD4+ T细胞分类为FOXP3阴性、FOXP3低、FOXP3高组。空间邻域(k=15)产生25个FOXP3定义的生态位,蛋白和RNA特征均纳入邻域和状态富集分析。
结果:定量空间蛋白质组学揭示了可重复的FOXP3低和FOXP3高群体,并伴有相应的转录组变异。邻域分析显示两个反复出现的情境:(1)FOXP3低细胞位于固有免疫和血管相关邻域,(2)FOXP3高细胞位于适应性免疫富集和增殖性生态位。与CosMx™的整合实现了对FOXP3⁺细胞及其邻近细胞的转录表征。
结论:免疫调节依赖于平衡的Treg活性及其对局部微环境变化的反应。在溃疡性结肠炎直肠组织中,FOXP3低和FOXP3高T细胞占据不同的反复出现的空间生态位,表明炎症组织内存在多种FOXP3⁺调节状态。将同一切片CellScape™蛋白质组学与CosMx™转录组学整合,揭示了任一模态单独都无法呈现的与微环境相关的模式。这些发现突显了空间邻域分析在揭示免疫介导疾病中情境依赖性T细胞状态方面的强大能力,以及跨平台多组学的价值。
查看英文原文 English abstract
Introduction: FOXP3+ regulatory T cells (Tregs) maintain immune tolerance, and their dysfunction contributes to autoimmunity, chronic inflammation, and cancer. Treg heterogeneity is well documented in ulcerative colitis, where dysregulated Tregs can promote colon cancer. Treg heterogeneity is often defined by transcriptional profiles, which can include technical artifacts due to inherent biological differences between transcript and protein levels. Using cross-platform same-slide multi-omics with CellScape™ proteomics and CosMx™ transcriptomics, we aimed to assess whether quantitative FOXP3 protein improves definition of Treg transcriptional heterogeneity within the colonic microenvironment.
Methods: Eight FFPE intestinal biopsies from a pre-cancerous condition (ulcerative colitis) were profiled with CellScape™ (34-plex VistaPlex), followed by CosMx™ Human Universal Cell Characterization Panel (1K-plex) on the same slide. Whole-slide multimodal alignment used shared morphology markers and WsiReg to generate affine registrations. Segmentation masks were harmonized for pixel-level correspondence, enabling direct integration of protein and RNA per cell. CD4+ T cells were classified into FOXP3 neg , FOXP3 low , FOXP3 high groups via quantitative automatic cell typing. Spatial neighborhoods (k=15) yielded 25 FOXP3-defined niches, and both protein and RNA features were included in neighborhood and state enrichment analyses.
Results: Quantitative spatial proteomics revealed reproducible FOXP3 low and FOXP3 high populations with corresponding transcriptomic variation. Neighborhood analysis showed two recurring contexts: (1) FOXP3 low cells in innate- and vascular-associated neighborhoods, and (2) FOXP3 high cells in adaptive immune-rich and proliferative niches. Integration with CosMx™ enabled transcriptional characterization of FOXP3⁺ cells and neighbors.
Conclusion: Immune regulation relies on balanced Treg activity and their response to local microenvironmental changes. In ulcerative colitis rectal tissue, FOXP3 low and FOXP3 high T cells occupy distinct recurrenting spatial niches, indicating multiple FOXP3⁺ regulatory states within inflamed tissue. Integrating same-slide CellScape™ proteomics with CosMx™ transcriptomics revealed microenvironment-linked patterns that were not evident from either modality alone. These findings underscore the power of spatial neighborhood analysis to expose context-dependent T-cell states in immune-mediated disease and the value of cross-platform multi-omics.
利益披露 Disclosure
D. Jimenez-Sanchez,
Bruker Spatial Biology Employment.
M. H. Ingalls,
Bruker Spatial Biology Employment.
S. korukonda,
Bruker Spatial Biology Employment.
B. J. Lane,
Bruker Spatial Biology Employment.
I. Peshek, None.
P. Danaher,
Bruker Spatial Biology Employment.
P. Divakar,
Bruker Spatial Biology Employment.
O. Braubach,
Bruker Spatial Biology Employment.