Topological importance of CD8+ T-cell enrichment in the tumor microenvironment of classic Hodgkin lymphoma

Classic Hodgkin lymphoma (CHL) histologically consists of Hodgkin Reed-Sternberg (HRS) cells and the tumor microenvironment (TME), but the relationship between TME characteristics and clinical features of CHL remains unclear. We aimed to investigate the effects of the TME structure on the outcomes of patients with CHL. We performed a high-throughput analysis of HRS cells and their topological relationship with the reactive immune cells in the TME. After multiplexed immunofluorescence labeling against CD4, CD8, CD30, CD68, CD163, PD-1, and PD-L1, visual images were analyzed. Phenotypes were assigned to all reactive cells, such as CD4<sup>+</sup> and CD8<sup>+</sup> T-cells and macrophages. Since the densities of PD1<sup>+</sup>/CD4<sup>+</sup> T-cells, CD8<sup>+</sup> T-cells, and PD-L1<sup>+</sup> macrophages were significantly higher in the area < 60 μm than in the area < 120 μm from each HRS cell in 45 tissue samples from 34 patients with CHL, we further analyzed the TME-component cells by focusing on the 60 μm radius in the initial samples. TMEs containing > 15 CD8<sup>+</sup> T-cells were associated with a significantly better 3-year progression-free survival than those with ≤ 15 CD8<sup>+</sup> T-cells (100% vs. 53%, p = 0.006). In comparison with TMEs containing ≤ 15 CD8<sup>+</sup> T-cells, TMEs containing > 15 CD8<sup>+</sup> T-cells had significantly more PD-L1<sup>-</sup> macrophages (mean 3 vs. 1 cell, p = 0.015) and fewer PD-1<sup>+</sup>/CD4<sup>+</sup> T-cells (mean 16 vs. 28 cells, p = 0.036). Epstein-Barr virus positivity in HRS cells was significantly associated with a higher number of macrophages in the 60 μm radius area. In conclusion, the TME structure in patients with CHL can differ, enabling precision therapies.

Authors

Institutions

Publication Details

Journal
Annals of Hematology
Published
2025-01-16
DOI
https://doi.org/10.1007/s00277-025-06189-1
Citations
4
Primary Topic
Cancer Immunotherapy and Biomarkers
Type
article
Field-Weighted Citation Impact
4.18

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Topological importance of CD8+ T-cell enrichment in the tumor microenvironment of classic Hodgkin lymphoma

Haruna Nishimaki, Shinobu Masuda, Katsuhiro Miura, Hideki Nakamura et al.
4 citations
Annals of Hematology
Cancer Immunotherapy and Biomarkers
4.18
article

Topological importance of CD8+ T-cell enrichment in the tumor microenvironment of classic Hodgkin lymphoma

Haruna Nishimaki, Shinobu Masuda, Katsuhiro Miura, Hideki Nakamura, Shun Ito, Masaru Nakagawa, Hirofumi Kogure, Kazuhide Iizuka, Takashi Hamada, Tetsuo Shimizu, Hiromichi Takahashi, Yoko Nakanishi, Naoya Ishibashi, Tomohiro Nakayama, Shimon Otake, Takashi Koike
article en
4 citations

Abstract

Classic Hodgkin lymphoma (CHL) histologically consists of Hodgkin Reed-Sternberg (HRS) cells and the tumor microenvironment (TME), but the relationship between TME characteristics and clinical features of CHL remains unclear. We aimed to investigate the effects of the TME structure on the outcomes of patients with CHL. We performed a high-throughput analysis of HRS cells and their topological relationship with the reactive immune cells in the TME. After multiplexed immunofluorescence labeling against CD4, CD8, CD30, CD68, CD163, PD-1, and PD-L1, visual images were analyzed. Phenotypes were assigned to all reactive cells, such as CD4<sup>+</sup> and CD8<sup>+</sup> T-cells and macrophages. Since the densities of PD1<sup>+</sup>/CD4<sup>+</sup> T-cells, CD8<sup>+</sup> T-cells, and PD-L1<sup>+</sup> macrophages were significantly higher in the area < 60 μm than in the area < 120 μm from each HRS cell in 45 tissue samples from 34 patients with CHL, we further analyzed the TME-component cells by focusing on the 60 μm radius in the initial samples. TMEs containing > 15 CD8<sup>+</sup> T-cells were associated with a significantly better 3-year progression-free survival than those with ≤ 15 CD8<sup>+</sup> T-cells (100% vs. 53%, p = 0.006). In comparison with TMEs containing ≤ 15 CD8<sup>+</sup> T-cells, TMEs containing > 15 CD8<sup>+</sup> T-cells had significantly more PD-L1<sup>-</sup> macrophages (mean 3 vs. 1 cell, p = 0.015) and fewer PD-1<sup>+</sup>/CD4<sup>+</sup> T-cells (mean 16 vs. 28 cells, p = 0.036). Epstein-Barr virus positivity in HRS cells was significantly associated with a higher number of macrophages in the 60 μm radius area. In conclusion, the TME structure in patients with CHL can differ, enabling precision therapies.

Annals of HematologyVol. 104(2)
Nihon University (JP), Saitama Prefectural Kasukabe Special Support School (JP), Saitama Medical University (JP)
Nihon University, Japan Society for the Promotion of Science
Openalex Percentile: Top 7%
Cancer Immunotherapy and Biomarkers
4.18
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.