Abstract Background: Mature tertiary lymphoid structures (mTLS) predict improved outcome in patients treated with immune checkpoint inhibitors (ICIs). However, a significant proportion of patients with TLS-positive tumors do not respond to ICI when used as a single agent and may therefore benefit from combination therapy. The multikinase inhibitor, regorafenib, deplete regulatory T cells, an immune population associated with resistance to ICI in TLS-positive tumors. We report the results of the PD-L1 inhibitor avelumab combined with regorafenib in patients with mTLS-positive advanced solid tumors. Methods: ‘Regomune’ is an open-label, multicenter phase II study assessing the combination of avelumab (10mg/kg IV every 14 days) with regorafenib (160 mg daily for 3 weeks in a 4-week cycle) in patients with advanced mTLS-positive solid tumors. The mTLS status was centrally assessed as previously described (Vanhersecke et al Nature Cancer 2021). All patients had confirmed progressive disease at inclusion, based on a central review of imaging. The primary efficacy endpoint was a 6-month non-progression rate using RECIST v1.1 based on blinded central review. 29 assessable patients were deemed necessary, and to meet the primary endpoint, at least 8 patients needed to be progression-free at 6 months. Results: Between January 2021 and July 2022, 132 patients (5 centers) underwent mTLS screening. Of these, 55 (41.7%) were identified as mTLS+, and 38 were included in the study. The top five histological subtypes were MSS colorectal cancer (15.8%), sarcoma (13.1%), oesogastric (10.5%), biliary tract (7.9%), and pancreatic cancer (7.9%). The most frequent grade 3/4 adverse events were palmar-plantar erythrodysesthesia syndrome (23.7%), maculo-papular rash (18.4%), fatigue, and oral mucositis (7.9% each). No treatment-related deaths were reported. Of the 34 patients assessed for efficacy, 16 (47%) showed tumor shrinkage, with 9 achieving a partial response (26.7%) and 7 having stable disease (20.6%). The median duration of response was 6 months. Twelve patients (comprising various tumor types including MSS colorectal cancer, small bowel carcinomas, biliary tract cancer, sarcomas, thyroid and gynecological tumors.) were progression-free at 6 months, marking the study’s primary endpoint achievement. The median progression-free survival and overall survival were 3.6 months and 8.6 months, respectively. Spatial transcriptomics, multiplex immunofluorescence (IF) of tumor tissues, and comprehensive plasma proteomics analysis have collectively uncovered critical biomarkers that significantly determine both sensitivity and resistance to treatment. Conclusions: This is the first histology-agnostic clinical trial employing mTLS as a biomarker for patient selection for treatment with an immune checkpoint inhibitor-based regimen. Durable responses were recorded, even in cases typically resistant to immunotherapy, confirming the predictive value of mTLS. Trial Registration NCT03475953 Citation Format: Antoine Italiano, Sophie Cousin, Carine Bellera, Jean-Philippe Guegan, Jean-Philippe Metges, Antoine Adenis, Rastilav Bahleda, Philippe Cassier, Coralie Cantarel, Michele Kind, Jean Palussiere, Lucile Vanhersecke, Alban Bessede. Avelumab combined with regorafenib in solid tumors with tertiary lymphoid structures: A phase 2 REGOMUNE trial cohort [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 2 (Late-Breaking, Clinical Trial, and Invited Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(7_Suppl):Abstract nr CT033.