Markus Kleinberger, Didem Çifçi, Christina Paiato, Erwin Tomasich, Maximilian J Mair, Ariane Steindl, Zoltán Spiró, Zunamys I Carrero, Luzia Berchtold, Johannes Hainfellner, Leonhard Müllauer, Gerwin Heller, Matthias Preusser, Jakob Niklas Kather, Anna Sophie Berghoff
{"title":"Density and entropy of immune cells within the tumor microenvironment of primary tumors and matched brain metastases.","authors":"Markus Kleinberger, Didem Çifçi, Christina Paiato, Erwin Tomasich, Maximilian J Mair, Ariane Steindl, Zoltán Spiró, Zunamys I Carrero, Luzia Berchtold, Johannes Hainfellner, Leonhard Müllauer, Gerwin Heller, Matthias Preusser, Jakob Niklas Kather, Anna Sophie Berghoff","doi":"10.1186/s40478-025-01939-8","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Tumor-infiltrating lymphocytes (TILs) and tumor-associated macrophages (TAMs) have increasingly been reported to impact the brain metastatic process of solid tumors. However, data on intra-individual differences between primary tumor and brain metastasis (BM), as well as their correlation with clinical outcome parameters, is scarce.</p><p><strong>Methods: </strong>We retrospectively identified patients who received resection of the primary tumor and BM between 01/1990 and 10/2022. Density quantification of TAMs (CD68<sup>+</sup>, CD163<sup>+</sup>) and TILs (CD3<sup>+</sup>, CD8<sup>+</sup>, CD45RO<sup>+</sup>, FOXP3<sup>+</sup>) was performed by immunohistochemical staining of matched tumor tissue samples. Images were processed with QuPath software and heterogeneity of generated heatmaps was measured by Shannon Entropy. Time-to-BM (TTBM) was defined as the time from diagnosis of the primary tumor until the first diagnosis of BM.</p><p><strong>Results: </strong>In total, 104 patients (46.2% female; median age 57.3 years at BM diagnosis) were included: 78/104 (75%) non-small cell lung cancer, 18/104 (17%) breast cancer, 8/104 (8%) renal cell carcinomas. Densities of CD3<sup>+</sup> (p < 0.001) and CD8<sup>+</sup>-TILs (p < 0.001) were higher in primary tumor samples, while CD68<sup>+</sup> (p = 0.035) and CD163<sup>+</sup>-TAM densities (p < 0.001) were higher in the matched BM. Higher CD3<sup>+</sup>, CD8<sup>+</sup>-TILs and CD163<sup>+</sup>-TAMs densities in primary tumors were associated with shorter TTBM (p = 0.005, p = 0.015 and p = 0.006, respectively). Higher entropies of CD3<sup>+</sup> (p < 0.001) and FOXP3<sup>+</sup> (p = 0.011) TILs were observed in primary tumors compared to BM. Longer TTBM was associated with higher entropy of FOXP3<sup>+</sup> TILs (p = 0.024) and lower entropy in CD163<sup>+</sup> TAMs (p = 0.039). No significant associations of immune cell densities or entropies with OS after BM diagnosis were found.</p><p><strong>Discussion: </strong>By utilizing a unique cohort of matched primary tumor and BM tissue samples, we could demonstrate higher TIL densities in primary tumors and higher TAM densities in BM, respectively. Higher cell densities of CD3<sup>+</sup>, CD8<sup>+</sup>-TILs and CD163<sup>+</sup>-TAMs in primary tumors were associated with shorter TTBM, while a larger difference between CD3<sup>+</sup> and CD8<sup>+</sup> densities between primary tumor and BM was associated with longer TTBM. These findings highlight the potential of targeting TAMs as a therapeutic strategy to mitigate the development of brain metastases.</p>","PeriodicalId":6914,"journal":{"name":"Acta Neuropathologica Communications","volume":"13 1","pages":"34"},"PeriodicalIF":6.2000,"publicationDate":"2025-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Acta Neuropathologica Communications","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s40478-025-01939-8","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Tumor-infiltrating lymphocytes (TILs) and tumor-associated macrophages (TAMs) have increasingly been reported to impact the brain metastatic process of solid tumors. However, data on intra-individual differences between primary tumor and brain metastasis (BM), as well as their correlation with clinical outcome parameters, is scarce.
Methods: We retrospectively identified patients who received resection of the primary tumor and BM between 01/1990 and 10/2022. Density quantification of TAMs (CD68+, CD163+) and TILs (CD3+, CD8+, CD45RO+, FOXP3+) was performed by immunohistochemical staining of matched tumor tissue samples. Images were processed with QuPath software and heterogeneity of generated heatmaps was measured by Shannon Entropy. Time-to-BM (TTBM) was defined as the time from diagnosis of the primary tumor until the first diagnosis of BM.
Results: In total, 104 patients (46.2% female; median age 57.3 years at BM diagnosis) were included: 78/104 (75%) non-small cell lung cancer, 18/104 (17%) breast cancer, 8/104 (8%) renal cell carcinomas. Densities of CD3+ (p < 0.001) and CD8+-TILs (p < 0.001) were higher in primary tumor samples, while CD68+ (p = 0.035) and CD163+-TAM densities (p < 0.001) were higher in the matched BM. Higher CD3+, CD8+-TILs and CD163+-TAMs densities in primary tumors were associated with shorter TTBM (p = 0.005, p = 0.015 and p = 0.006, respectively). Higher entropies of CD3+ (p < 0.001) and FOXP3+ (p = 0.011) TILs were observed in primary tumors compared to BM. Longer TTBM was associated with higher entropy of FOXP3+ TILs (p = 0.024) and lower entropy in CD163+ TAMs (p = 0.039). No significant associations of immune cell densities or entropies with OS after BM diagnosis were found.
Discussion: By utilizing a unique cohort of matched primary tumor and BM tissue samples, we could demonstrate higher TIL densities in primary tumors and higher TAM densities in BM, respectively. Higher cell densities of CD3+, CD8+-TILs and CD163+-TAMs in primary tumors were associated with shorter TTBM, while a larger difference between CD3+ and CD8+ densities between primary tumor and BM was associated with longer TTBM. These findings highlight the potential of targeting TAMs as a therapeutic strategy to mitigate the development of brain metastases.
期刊介绍:
"Acta Neuropathologica Communications (ANC)" is a peer-reviewed journal that specializes in the rapid publication of research articles focused on the mechanisms underlying neurological diseases. The journal emphasizes the use of molecular, cellular, and morphological techniques applied to experimental or human tissues to investigate the pathogenesis of neurological disorders.
ANC is committed to a fast-track publication process, aiming to publish accepted manuscripts within two months of submission. This expedited timeline is designed to ensure that the latest findings in neuroscience and pathology are disseminated quickly to the scientific community, fostering rapid advancements in the field of neurology and neuroscience. The journal's focus on cutting-edge research and its swift publication schedule make it a valuable resource for researchers, clinicians, and other professionals interested in the study and treatment of neurological conditions.