Abstract Background: Mature Tertiary Lymphoid Structures (mTLS) are organized lymphoid structures containing B-lymphocytes admixed to CD23+ follicular dendritic cells, which play a key role in antitumor immune response. We and others have demonstrated that presence of mature TLS is higly predictive of benefot of anti-PD1/PDL1 antibodies in patients with solid tumors (Vanhersecke et al Nature Cancer 2021, Italiano et al Nature Medicine 2022). However, the relative prevalence of mature TLS in the different tumor types has not been investigated with an uniform methodological approach. Methods: We screened the presence of mature TLS (mTLS) on tumor samples from patients included in an institutional molecular profiling program (BIP, NCT02534649). mTLS were screened using HES, CD20 (clone L26, Ventana) and CD23 (clone 1B12, Novocastra) stainings, performed on serial sections. TLS were defined as lymphoid aggregates of CD20+ B-lymphocytes of more than 50 immune cells within 1mm of the tumor front. mTLS were defined as TLS containing either a visible germinal center on HES or a meshwork of CD23+ follicular dendritic cells or isolated CD23+ dendritic cell if the cell harbored a morphology fitting with dendritic differentiation. If plasma sample of patient was available, bTMB was assessed by Foundation Medicine, with bTMB-high defined as at least 10 mutations/megabase (mut/Mb). Results: We characterized 1,393 samples. mTLS were present in 467 cases (33.5%) across all tumor histotypes: 36.2% of carcinoma (N = 392/1080 cases), 24.8% of sarcoma (N =69/209 cases) and 25% of neuroendocrine tumor (N= 4/12 cases). Among 569 cases with evaluable bTMB, the proportion of patients with bTMB-high was significantly higher in the mTLS group (16.7%, N=31/185) compared to absence of mTLS group (8.5%, N=30/353) (p=0.036). Conclusion: mTLS are present in variable proportions in almost all tumor types even in those considered as resistant to current immune checkpoint inhibitors. Prostate Bladder Kidney Head and neck Gynecologic (except ovary) Ovary mTLS+% of patients (N) 34% (28) 33% (19) 25% (6) 53% (17) 33% (19) 44% (26) mTLS-% of patients (N) 66% (55) 67% (38) 75% (18) 47% (15) 67% (39) 55% (32) Upper gastro intestinal tract Pancreatic Biliary tract Breast Thyroid Sarcoma mTLS+% of patients (N) 37% (19) 50% (13) 40% (21) 30% (38) 49% (24) 25% (69) mTLS-% of patients (N) 63% (33) 50% (13) 60% (32) 70% (90) 51% (25) 75% (209) Citation Format: Maxime Brunet, Lucile Vanhersecke, Francois Le Loarer, Isabelle Soubeyran, Antoine Italiano. Prevalence of mature tertiary lymphoid structures and association with tumor mutational burden in patients with solid tumors [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 2361.