Abstract
BackgroundTumor-associated tertiary lymphoid structures (TLSs) are functional immune-responsive niches that are not fully understood in pancreatic ductal adenocarcinoma (PDAC).MethodsFluorescent multiplex immunohistochemistry was performed on sequential sections of surgically resected tumor tissues from 380 PDAC patients without preoperative treatment (surgery alone (SA)) and 136 patients pretreated with neoadjuvant treatment (NAT). Multispectral images were processed via machine learning and image processing platforms, inForm V.2.4 and HALO V.3.2; TLS regions were segmented, and the cells were identified and quantified. The cellular composition and immunological properties of TLSs and their adjacent tissues in PDAC were scored and compared, and their association with prognosis was further examined.ResultsIntratumoral TLSs were identified in 21.1% (80/380) of patients in the SA group and 15.4% (21/136) of patients in the NAT group. In the SA group, the presence of intratumoral TLSs was significantly associated with improved overall survival (OS) and progression-free survival. The existence of intratumoral TLSs was correlated with elevated levels of infiltrating CD8+T, CD4+T, B cells and activated immune cells in adjacent tissues. A nomogram model was generated with TLS presence as a variable, which successfully predicted PDAC patient OS in an external validation cohort (n=123). In the NAT group, samples exhibited a lower proportion of B cells and a higher proportion of regulatory T cells within intratumoral TLSs. Additionally, these TLSs were smaller in size, with a lower overall maturation level and reduced immune cell activation, and the prognostic value of TLS presence was insignificant in the NAT cohort.ConclusionOur study systematically revealed the cellular properties and prognostic values of intratumoral TLSs in PDAC and described the potential impact of NAT on TLS development and function.
Funder
Natural Science Foundation of Shanghai
Scientific Innovation Project of Shanghai Education Committee
Shanghai Municipal Science and Technology Major Project
Clinical Research Plan of Shanghai Hospital Development Center
Xuhui District Artificial Intelligence Medical Hospital Cooperation Project
Clinical and Scientific Innovation Project of Shanghai Hospital Development Center
National Key Research and Development Program of China
National Natural Science Foundation of China
National Key Research and Development Program of China Young Scientists Project
Subject
Cancer Research,Pharmacology,Oncology,Molecular Medicine,Immunology,Immunology and Allergy
Cited by
13 articles.
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