Cargando…
Tumor-infiltrating Leukocyte Profiling Defines Three Immune Subtypes of NSCLC with Distinct Signaling Pathways and Genetic Alterations
Resistance to immune checkpoint blockade remains challenging in patients with non–small cell lung cancer (NSCLC). Tumor-infiltrating leukocyte (TIL) quantity, composition, and activation status profoundly influence responsiveness to cancer immunotherapy. This study examined the immune landscape in t...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10263066/ https://www.ncbi.nlm.nih.gov/pubmed/37377611 http://dx.doi.org/10.1158/2767-9764.CRC-22-0415 |
_version_ | 1785058163808010240 |
---|---|
author | Aoki, Kazunori Nishito, Yukari Motoi, Noriko Arai, Yasuhito Hiraoka, Nobuyoshi Shibata, Tatsuhiro Sonobe, Yukiko Kayukawa, Yoko Hashimoto, Eri Takahashi, Mina Fujii, Etsuko Nishizawa, Takashi Fukuda, Hironori Ohashi, Kana Arai, Kosuke Mizoguchi, Yukihiro Yoshida, Yukihiro Watanabe, Shun-ichi Yamashita, Makiko Kitano, Shigehisa Sakamoto, Hiromi Nagata, Yuki Mitsumori, Risa Ozaki, Kouichi Niida, Shumpei Kanai, Yae Hirayama, Akiyoshi Soga, Tomoyoshi Maruyama, Toru Tsukada, Keisuke Yabuki, Nami Shimada, Mei Kitazawa, Takehisa Natori, Osamu Sawada, Noriaki Kato, Atsuhiko Yoshida, Teruhiko Yasuda, Kazuki Mizuno, Hideaki Tsunoda, Hiroyuki Ochiai, Atsushi |
author_facet | Aoki, Kazunori Nishito, Yukari Motoi, Noriko Arai, Yasuhito Hiraoka, Nobuyoshi Shibata, Tatsuhiro Sonobe, Yukiko Kayukawa, Yoko Hashimoto, Eri Takahashi, Mina Fujii, Etsuko Nishizawa, Takashi Fukuda, Hironori Ohashi, Kana Arai, Kosuke Mizoguchi, Yukihiro Yoshida, Yukihiro Watanabe, Shun-ichi Yamashita, Makiko Kitano, Shigehisa Sakamoto, Hiromi Nagata, Yuki Mitsumori, Risa Ozaki, Kouichi Niida, Shumpei Kanai, Yae Hirayama, Akiyoshi Soga, Tomoyoshi Maruyama, Toru Tsukada, Keisuke Yabuki, Nami Shimada, Mei Kitazawa, Takehisa Natori, Osamu Sawada, Noriaki Kato, Atsuhiko Yoshida, Teruhiko Yasuda, Kazuki Mizuno, Hideaki Tsunoda, Hiroyuki Ochiai, Atsushi |
author_sort | Aoki, Kazunori |
collection | PubMed |
description | Resistance to immune checkpoint blockade remains challenging in patients with non–small cell lung cancer (NSCLC). Tumor-infiltrating leukocyte (TIL) quantity, composition, and activation status profoundly influence responsiveness to cancer immunotherapy. This study examined the immune landscape in the NSCLC tumor microenvironment by analyzing TIL profiles of 281 fresh resected NSCLC tissues. Unsupervised clustering based on numbers and percentages of 30 TIL types classified adenocarcinoma (LUAD) and squamous cell carcinoma (LUSQ) into the cold, myeloid cell–dominant, and CD8(+) T cell–dominant subtypes. These were significantly correlated with patient prognosis; the myeloid cell subtype had worse outcomes than the others. Integrated genomic and transcriptomic analyses, including RNA sequencing, whole-exome sequencing, T-cell receptor repertoire, and metabolomics of tumor tissue, revealed that immune reaction–related signaling pathways were inactivated, while the glycolysis and K-ras signaling pathways activated in LUAD and LUSQ myeloid cell subtypes. Cases with ALK and ROS1 fusion genes were enriched in the LUAD myeloid subtype, and the frequency of TERT copy-number variations was higher in LUSQ myeloid subtype than in the others. These classifications of NSCLC based on TIL status may be useful for developing personalized immune therapies for NSCLC. SIGNIFICANCE: The precise TIL profiling classified NSCLC into novel three immune subtypes that correlates with patient outcome, identifying subtype-specific molecular pathways and genomic alterations that should play important roles in constructing subtype-specific immune tumor microenvironments. These classifications of NSCLC based on TIL status are useful for developing personalized immune therapies for NSCLC. |
format | Online Article Text |
id | pubmed-10263066 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-102630662023-06-15 Tumor-infiltrating Leukocyte Profiling Defines Three Immune Subtypes of NSCLC with Distinct Signaling Pathways and Genetic Alterations Aoki, Kazunori Nishito, Yukari Motoi, Noriko Arai, Yasuhito Hiraoka, Nobuyoshi Shibata, Tatsuhiro Sonobe, Yukiko Kayukawa, Yoko Hashimoto, Eri Takahashi, Mina Fujii, Etsuko Nishizawa, Takashi Fukuda, Hironori Ohashi, Kana Arai, Kosuke Mizoguchi, Yukihiro Yoshida, Yukihiro Watanabe, Shun-ichi Yamashita, Makiko Kitano, Shigehisa Sakamoto, Hiromi Nagata, Yuki Mitsumori, Risa Ozaki, Kouichi Niida, Shumpei Kanai, Yae Hirayama, Akiyoshi Soga, Tomoyoshi Maruyama, Toru Tsukada, Keisuke Yabuki, Nami Shimada, Mei Kitazawa, Takehisa Natori, Osamu Sawada, Noriaki Kato, Atsuhiko Yoshida, Teruhiko Yasuda, Kazuki Mizuno, Hideaki Tsunoda, Hiroyuki Ochiai, Atsushi Cancer Res Commun Research Article Resistance to immune checkpoint blockade remains challenging in patients with non–small cell lung cancer (NSCLC). Tumor-infiltrating leukocyte (TIL) quantity, composition, and activation status profoundly influence responsiveness to cancer immunotherapy. This study examined the immune landscape in the NSCLC tumor microenvironment by analyzing TIL profiles of 281 fresh resected NSCLC tissues. Unsupervised clustering based on numbers and percentages of 30 TIL types classified adenocarcinoma (LUAD) and squamous cell carcinoma (LUSQ) into the cold, myeloid cell–dominant, and CD8(+) T cell–dominant subtypes. These were significantly correlated with patient prognosis; the myeloid cell subtype had worse outcomes than the others. Integrated genomic and transcriptomic analyses, including RNA sequencing, whole-exome sequencing, T-cell receptor repertoire, and metabolomics of tumor tissue, revealed that immune reaction–related signaling pathways were inactivated, while the glycolysis and K-ras signaling pathways activated in LUAD and LUSQ myeloid cell subtypes. Cases with ALK and ROS1 fusion genes were enriched in the LUAD myeloid subtype, and the frequency of TERT copy-number variations was higher in LUSQ myeloid subtype than in the others. These classifications of NSCLC based on TIL status may be useful for developing personalized immune therapies for NSCLC. SIGNIFICANCE: The precise TIL profiling classified NSCLC into novel three immune subtypes that correlates with patient outcome, identifying subtype-specific molecular pathways and genomic alterations that should play important roles in constructing subtype-specific immune tumor microenvironments. These classifications of NSCLC based on TIL status are useful for developing personalized immune therapies for NSCLC. American Association for Cancer Research 2023-06-13 /pmc/articles/PMC10263066/ /pubmed/37377611 http://dx.doi.org/10.1158/2767-9764.CRC-22-0415 Text en © 2023 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by/4.0/This open access article is distributed under the Creative Commons Attribution 4.0 International (CC BY 4.0) license. |
spellingShingle | Research Article Aoki, Kazunori Nishito, Yukari Motoi, Noriko Arai, Yasuhito Hiraoka, Nobuyoshi Shibata, Tatsuhiro Sonobe, Yukiko Kayukawa, Yoko Hashimoto, Eri Takahashi, Mina Fujii, Etsuko Nishizawa, Takashi Fukuda, Hironori Ohashi, Kana Arai, Kosuke Mizoguchi, Yukihiro Yoshida, Yukihiro Watanabe, Shun-ichi Yamashita, Makiko Kitano, Shigehisa Sakamoto, Hiromi Nagata, Yuki Mitsumori, Risa Ozaki, Kouichi Niida, Shumpei Kanai, Yae Hirayama, Akiyoshi Soga, Tomoyoshi Maruyama, Toru Tsukada, Keisuke Yabuki, Nami Shimada, Mei Kitazawa, Takehisa Natori, Osamu Sawada, Noriaki Kato, Atsuhiko Yoshida, Teruhiko Yasuda, Kazuki Mizuno, Hideaki Tsunoda, Hiroyuki Ochiai, Atsushi Tumor-infiltrating Leukocyte Profiling Defines Three Immune Subtypes of NSCLC with Distinct Signaling Pathways and Genetic Alterations |
title | Tumor-infiltrating Leukocyte Profiling Defines Three Immune Subtypes of NSCLC with Distinct Signaling Pathways and Genetic Alterations |
title_full | Tumor-infiltrating Leukocyte Profiling Defines Three Immune Subtypes of NSCLC with Distinct Signaling Pathways and Genetic Alterations |
title_fullStr | Tumor-infiltrating Leukocyte Profiling Defines Three Immune Subtypes of NSCLC with Distinct Signaling Pathways and Genetic Alterations |
title_full_unstemmed | Tumor-infiltrating Leukocyte Profiling Defines Three Immune Subtypes of NSCLC with Distinct Signaling Pathways and Genetic Alterations |
title_short | Tumor-infiltrating Leukocyte Profiling Defines Three Immune Subtypes of NSCLC with Distinct Signaling Pathways and Genetic Alterations |
title_sort | tumor-infiltrating leukocyte profiling defines three immune subtypes of nsclc with distinct signaling pathways and genetic alterations |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10263066/ https://www.ncbi.nlm.nih.gov/pubmed/37377611 http://dx.doi.org/10.1158/2767-9764.CRC-22-0415 |
work_keys_str_mv | AT aokikazunori tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT nishitoyukari tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT motoinoriko tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT araiyasuhito tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT hiraokanobuyoshi tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT shibatatatsuhiro tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT sonobeyukiko tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT kayukawayoko tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT hashimotoeri tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT takahashimina tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT fujiietsuko tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT nishizawatakashi tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT fukudahironori tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT ohashikana tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT araikosuke tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT mizoguchiyukihiro tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT yoshidayukihiro tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT watanabeshunichi tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT yamashitamakiko tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT kitanoshigehisa tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT sakamotohiromi tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT nagatayuki tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT mitsumoririsa tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT ozakikouichi tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT niidashumpei tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT kanaiyae tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT hirayamaakiyoshi tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT sogatomoyoshi tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT maruyamatoru tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT tsukadakeisuke tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT yabukinami tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT shimadamei tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT kitazawatakehisa tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT natoriosamu tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT sawadanoriaki tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT katoatsuhiko tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT yoshidateruhiko tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT yasudakazuki tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT mizunohideaki tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT tsunodahiroyuki tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations AT ochiaiatsushi tumorinfiltratingleukocyteprofilingdefinesthreeimmunesubtypesofnsclcwithdistinctsignalingpathwaysandgeneticalterations |