ABSTRACT Objective Persistent inflammation can promote the development of tertiary lymphoid structures (TLS) within tissues resembling the secondary lymphoid organs (SLO) as lymph nodes (LN). The composition of the TLS across different organs and diseases could be of pathophysiological and medical interest. In this work, we compared TLS to SLO and between cancer and inflammatory diseases of the digestive tract. Design Colorectal and gastric tissues with different inflammatory diseases and cancers from the department of pathology of CHU Brest were analyzed based on 39 markers using imaging mass cytometry (IMC). Unsupervised and supervised clustering analyses of IMC images were used to compare SLO and TLS. Results Unsupervised analyses tended to group TLS per patient but not per disease. Supervised analyses of IMC images revealed that LN had a more organized structure than TLS and non-encapsulated SLO Peyer’s patches. TLS followed a maturation spectrum with close correlations between germinal cell (GC) markers’ evolution. The correlations between organizational and functional markers made relevant the previously proposed TLS division into three stages: lymphoid-aggregates (LA) (CD20+CD21-CD23-) had neither organization nor GC functionality, non-GC TLS (CD20+CD21+CD23-) were organized but lacked GC’s functionality and GC-like TLS (CD20+CD21+CD23+) had GC’s organization and functionality. This architectural and functional maturation grading of TLS pointed to differences across diseases. Conclusion TLS architectural and functional maturation grading is accessible with few markers allowing future diagnostic, prognostic, and predictive studies on the value of TLS grading, quantification and location within pathological tissues in cancers and inflammatory diseases. KEY MESSAGES - What is already known on this topic: Tertiary lymphoid structures (TLS) arise in organs under various pathological conditions and can be of prognostic significance. - What this study adds: This study deciphers the composition of TLS in digestive cancers and inflammatory diseases using massively multiplexed (39 markers) imaging mass cytometry (IMC). Beyond the term TLS, this study points to the heterogeneity of these structures in terms of composition and maturation but also the relevance of a simple architectural and functional three-stage grading of TLS. - How this study might affect research, practice, or policy: This preliminary study paves the way for future studies evaluating the diagnostic, prognostic and theranostic values of TLS maturation grading, quantification and location within tissues as novel biomarkers in inflammatory diseases and cancers.