Background
There has been mounting evidence supporting the importance of the tumor microenvironment (TME) in oncogenesis1 and treatment outcomes2 in many malignancies. In the era of immuno-oncologic agents and multimodal therapy for metastatic melanoma,3 4 the TME has immense relevance in guiding systemic and local treatment options. In this study, the TME of patients status-post metastasectomy following ICI were investigated and associations with ICI response, site of metastasis, and survival outcomes were tested.
Methods
Tumor formalin-fixed paraffin-embedded (FFPE) samples from patients with metastatic melanoma were put through MSK-IMPACT,5 a targeted DNA sequencing platform that enables robust identification of tumorigenic mutations in over 500 genes from specific regions of interest in the human genome. A proportion of these reads were off-target and were isolated and searched for sequence homology with the NCBI nucleotide database,6 identifying microbial (bacteria and fungi) genera in the sequenced tissue. The output was cross-referenced with a list of known contaminants to exclude from analysis. An internally developed R script was then used to quantify the reads for each genus, after which odds ratios to elucidate microbial enrichments between subgroups were calculated and statistical difference was determined using chi-squared analyses.
Results
The patient group (n=160) had a median age of 61 (IQR 51, 69) and was predominantly male (60%). Mean (median) follow-up was 29 (19) months. ICI regimens given were combination anti-CTLA4/anti-PD1 (46%), anti-PD1 (38%) and anti-CTLA4 (16%). Multifocal progressors on ICI (n=70; 44%) showed significant enrichment of cutibacterium (73% vs. 51%; OR 2.62; p = 0.016) compared to those with partial/significant response. Patients with a higher severity metastatic site like the liver, viscera, bone, and CNS (n=75; 47%) were found to have significantly enriched levels of cutibacterium (79% vs. 45%; OR 4.55; p < 0.001), malassezia (42% vs. 25%; OR 2.30; p = 0.035), and actinomyces (14% vs. 3%; OR 5.25; p = 0.041) compared to those with lower severity metastases (skin, soft tissue, lymph nodes). Finally, patients who died of disease in less than 24 months (n=45; 28%) showed enrichment of bordetella (21% vs. 8%; OR 3.11; p = 0.050) compared to those with more durable survival.
Conclusions
These findings highlight potential biomarkers in the TME, suggesting several directions for future studies to leverage large-scale genomic sequencing to identify microbial signatures that can form the basis of prognostication and targeted therapeutics.
References
Wang Q, Shao X, Zhang Y, Zhu M, Wang FXC, Mu J, Li J, Yao H, Chen K. Role of tumor microenvironment in cancer progression and therapeutic strategy. Cancer Med. 2023 May;12(10):11149–11165.
Adegoke NA, Gide TN, Mao Y, Quek C, Patrick E, Carlino MS, Lo SN, Menzies AM, Pires da Silva I, Vergara IA, Long G, Scolyer RA, Wilmott JS. Classification of the tumor immune microenvironment and associations with outcomes in patients with metastatic melanoma treated with immunotherapies. J Immunother Cancer. 2023 Oct;11(10):e007144.
Albertini MR. The age of enlightenment in melanoma immunotherapy. J Immunother Cancer. 2018 Aug 22;6(1):80.
Switzer B, Puzanov I, Skitzki JJ, Hamad L, Ernstoff MS. Managing metastatic melanoma in 2022: a clinical review. JCO Oncol Pract. 2022 May;18(5):335–351.
Cheng DT, Mitchell TN, Zehir A, Shah RH, Benayed R, Syed A, Chandramohan R, Liu ZY, Won HH, Scott SN, Brannon AR, O’Reilly C, Sadowska J, Casanova J, Yannes A, Hechtman JF, Yao J, Song W, Ross DS, Oultache A, Dogan S, Borsu L, Hameed M, Nafa K, Arcila ME, Ladanyi M, Berger MF. Memorial sloan kettering-integrated mutation profiling of actionable cancer targets (MSK-IMPACT): a hybridization capture-based next-generation sequencing clinical assay for solid tumor molecular oncology. J Mol Diagn. 2015 May;17(3):251–64.
National center for biotechnology information (US). Nucleotide [Internet]. Bethesda (MD): National library of medicine (US), national center for biotechnology information [https://www.ncbi.nlm.nih.gov/nucleotide/]