# Tumor microenvironment changes after treatment with avelumab and immune-stimulating agent combinations in patients with advanced solid tumors

**Authors:** Nejla Ozirmak Lermi, Mohamed A Gouda, Jibran Ahmed, Xianli Jiang, Younghee Lee, Vakul Mohanty, Mohamed Derbala, Bettzy Stephen, Anuja Jhingran, Mohammad Moustafa Mohammad, Donghyun Joo, Alejandro Francisco-Cruz, Honglei Chen, Luis Acosta Calderon, Caddie Laberiano, Claudio Arrechedera, Renganayaki Pandurengan, Serdar Gurses, Yali Yang, Luisa M. Solis Soto, Jordi Rodon Ahnert, Ken Chen, Funda Meric-Bernstam, Eugene Jon Koay, Milind Javle, Cara Haymaker, Aung Naing

PMC · DOI: 10.21203/rs.3.rs-7775526/v1 · Research Square · 2026-01-19

## TL;DR

This study explores how combining avelumab with immune-stimulating agents affects the tumor microenvironment in patients with advanced solid tumors.

## Contribution

The study evaluates novel combinations of checkpoint blockade with immune agonists to modulate tumor immunity in resistant cancer patients.

## Key findings

- Low tumor mutation burden and pathway alterations were observed across patient cohorts.
- Interferon gamma signaling was enriched in colorectal and pancreatic tumors treated with OX40 and 4-1BB agonists.
- Patients with clinical benefit had higher baseline T-cell frequencies compared to those without benefit.

## Abstract

The use of immune checkpoint inhibitors (ICIs) has led to a paradigm change in cancer management. Many patients may have inherent primary resistance to ICIs or develop secondary resistance after initial response. The impact of using novel therapeutic combinations of checkpoint blockade (avelumab) with immune stimulating agonists such as anti-OX40 and/or anti-4-1BB on the tumor microenvironment and modulation of the immune response is an intriguing strategy to evaluate how these agents interact and whether the hypothetical rationale for combinations can be translated into augmentation of anti-tumor immunity in solid tumors.

We performed whole exome sequencing (WES), bulk RNAseq, multiplex immunofluorescence (mIF) and chromogenic immunohistochemistry (IHC) on tumor tissue and flow cytometry of the peripheral blood to study longitudinal changes following the combination of avelumab with utomilumab (a 4-1BB agonist) (arm A), PF-04518600 (an OX40 agonist) (arm B), utomilumab and PF-04518600 (arm C) and utomilumab and radiotherapy (arm D) in phase I/II study (NCT03217747).

We observed low tumor mutation burden (TMB < 6) (median: 1.88), alteration of RTK-RAS, TP53, PI3K and WNT pathways across the cohorts. Mutations in TP53, TTN and KRAS (mostly p.G12C, p.G12D) genes and copy number variations (CNV) were found in PIK3CA, CCNE1 and KRAS. Interferon gamma signaling pathway was enriched early on-treatment in tumors from patients with colorectal and pancreatic cancers in arm C. Patients deriving clinical benefit (CR/PR/SD ≥ 4 months) displayed higher T-cell frequencies at baseline (p = 0.0157), C1D15 (p = 0.0086), and C3D15 (p = 0.0070) than patients without clinical benefit.

Our findings, though limited, highlight genomic differences between histologic subsets and outcome as well as the need for combination strategies that drive the recruitment and/or priming of anti-tumor T cells and address low immune permissive tumor states in patients with advanced solid tumors.

This clinical trial was registered on clinicaltrials.gov
NCT03217747.

## Linked entities

- **Genes:** TP53 (tumor protein p53) [NCBI Gene 7157], TTN (titin) [NCBI Gene 7273], KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845], PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 5290], CCNE1 (cyclin E1) [NCBI Gene 898]
- **Diseases:** colorectal cancer (MONDO:0005575), pancreatic cancer (MONDO:0005192)

## Full-text entities

- **Genes:** IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, TNFRSF4 (TNF receptor superfamily member 4) [NCBI Gene 7293] {aka ACT35, CD134, IMD16, OX40, TXGP1L}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, TNFRSF9 (TNF receptor superfamily member 9) [NCBI Gene 3604] {aka 4-1BB, CD137, CDw137, ILA, IMD109}, TTN (titin) [NCBI Gene 7273] {aka CMD1G, CMH9, CMPD4, CMYO5, CMYP5, EOMFC}, PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 5290] {aka CCM4, CLAPO, CLOVE, CWS5, HMH, MCAP}, CCNE1 (cyclin E1) [NCBI Gene 898] {aka CCNE, pCCNE1}, PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}
- **Diseases:** colorectal and pancreatic cancers (MESH:D015179), Tumor (MESH:D009369)
- **Chemicals:** avelumab (MESH:C000609138), PF-04518600 (-), utomilumab (MESH:C577122)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** p.G12D, p.G12C

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12869675/full.md

## References

39 references — full list in the complete paper: https://tomesphere.com/paper/PMC12869675/full.md

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Source: https://tomesphere.com/paper/PMC12869675