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Objective: To develop a noninvasive MRI-based model for assessing intratumoral tertiary lymphoid structures (iTLSs) maturity in hepatocellular carcinoma (HCC) to guide therapeutic strategies.
Materials And Methods: Retrospective analysis of 388 HCC patients from two centers included 338 in the training cohort and 50 in the external validation cohort. Patients were pathologically stratified into iTLSs-0 (n = 113), iTLSs-1 (n = 173), and iTLSs-2/3 (n = 32). External validation cohort included 20, 15, and 15 cases in each corresponding group. MRI features were analyzed using logistic regression to identify predictors of iTLSs maturity. The outcome cohort (n = 64) was used to assess the model's ability to identify candidates for tyrosine kinase inhibitors combined with immune checkpoint inhibitors (TKI-ICI) treatment. Nomogram performance was evaluated via area under the curve (AUC) with 95% confidence intervals (CIs).
Results: iTLSs-1 exhibited lower intratumoral hemorrhage (p < 0.0001) and higher tumor in vein (p = 0.001) versus iTLSs-0 (AUC = 0.713, 95% CI: 0.661-0.764). iTLSs-2/3 showed higher complete capsule (p < 0.001), lower satellite nodules (p = 0.049), and lower intratumoral artery (p < 0.001) compared to iTLSs-1 (AUC = 0.750, 95% CI: 0.701-0.799). External validation confirmed generalizability (AUC = 0.750 and 0.764). The integrated nomogram demonstrated good calibration and potential clinical utility. A nomogram-based threshold (probability > 0.5) was used to stratify iTLSs, and the stratification effectively predicted iTLSs-2/3 patients who benefited from postoperative TKI-ICI treatment compared to iTLSs-0 and iTLSs-1 (p = 0.013 and 0.010).
Conclusion: MRI features effectively stratify iTLSs maturity in HCC, offering a noninvasive tool to personalize treatment.
Key Points: Question Can preoperative MRI-based models assess intratumoral tertiary lymphoid structures maturity in hepatocellular carcinoma to guide tyrosine kinase inhibitors combined with immune checkpoint inhibitors treatment planning? Findings MRI-based intratumoral tertiary lymphoid structures stratification enables identification of hepatocellular carcinoma patients who may benefit from tyrosine kinase inhibitors combined with immune checkpoint inhibitors therapy. Clinical relevance This MRI-based model provides a preoperative tool to evaluate intratumoral tertiary lymphoid structures maturity in hepatocellular carcinoma, potentially guiding patient selection for tyrosine kinase inhibitor combined with immune checkpoint inhibitor treatment and supporting individualized therapeutic decision-making to improve outcomes.
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http://dx.doi.org/10.1007/s00330-025-11902-9 | DOI Listing |
Front Immunol
September 2025
Department of Pathology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China.
Background: Tertiary lymphoid structures (TLSs) are linked to prognosis in esophageal squamous cell carcinoma (ESCC), but whether the distribution, abundance, and maturity of TLSs affect therapeutic efficacy and prognosis in ESCC treated with neoadjuvant chemoradiotherapy plus immunotherapy (NRCI) remains unclear. We explored TLS characteristics and correlated them with patient survival.
Methods: A total of 157 resectable ESCC patients treated with neoadjuvant therapy between September 2020 and May 2023 were divided into NRCI (n=49) and neoadjuvant chemoimmunotherapy (NCI, n=108) groups.
Cancer Control
August 2025
Cellular and Molecular Biology Laboratory, Zhoushan Hospital, Wenzhou Medical University, Zhoushan, Zhejiang, China.
IntroductionTertiary lymphoid structures (TLSs) have been associated with the prognosis of various solid tumors. However, the association between TLSs and the prognosis of invasive lung adenocarcinoma (IAC) remains unclear in terms of location, density, and maturity.MethodsWe retrospectively reviewed the clinicopathological characteristics of 750 patients with IAC.
View Article and Find Full Text PDFImmunol Invest
August 2025
Department of Liver Surgery, Affiliated Cancer Hospital of Fudan University, Shanghai, China.
Background: Tertiary lymphoid structures (TLSs) function as ectopic immune centers in non-lymphoid tissues and are a key area of research in tumor immunology, particularly in hepatocellular carcinoma (HCC). However, the role of TLSs in HCC shows significant heterogeneity; intratumoral TLSs (iTLSs) are linked to favorable outcomes and immune therapy responses, while peritumoral TLSs may be dysfunctional or promote tumor progression. This spatial paradox is a core scientific question for understanding and leveraging TLSs in HCC treatment.
View Article and Find Full Text PDFInsights Imaging
August 2025
Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Objectives: To predict tertiary lymphoid structures (TLSs) in gallbladder cancer (GBC) using preoperative magnetic resonance imaging (MRI)-based radiomics.
Methods: Patients with GBC from two centres served as training (n = 129) and external validation (n = 44) cohorts. Radiomics features were extracted from six imaging sequences for inclusion in a radiomics model (Rad-score).
Cancer Cell
August 2025
Laboratory of Molecular Genetics and Immunology, Rockefeller University, New York, NY 10065, USA. Electronic address: