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Research ArticleExperimental Studies

Identification of DNA Repair-related Genes as Biomarkers Reflecting MSI, TMB, and TIL in Colorectal Cancer

JUNYA FUKUDA, TOMOYA SUDO, MAAKO KIKUCHI, AKIHIKO KAWAHARA, HIRONA SHIGYO, YUSUKE KAWAMOTO, SATOSHI SHIMAMURA, FUMIKI KOGA, TAKASI NOGUCHI, HIROYUKI NAKANE, TAKAHIRO SHIGAKI, KENJI FUJIYOSHI, TAKATO YOMODA, NAOHIRO YOSHIDA, KENICHI KOUSHI, TAKEFUMI YOSHIDA, JUN AKIBA and FUMIHIKO FUJITA
Anticancer Research August 2024, 44 (8) 3567-3575; DOI: https://doi.org/10.21873/anticanres.17179
JUNYA FUKUDA
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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  • For correspondence: fukuda_junya{at}kurume-u.ac.jp
TOMOYA SUDO
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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  • For correspondence: sudo_tomoya{at}kurume-u.ac.jp
MAAKO KIKUCHI
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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AKIHIKO KAWAHARA
2Department of Pathology, Kurume University School of Medicine, Kurume, Japan
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HIRONA SHIGYO
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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YUSUKE KAWAMOTO
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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SATOSHI SHIMAMURA
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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FUMIKI KOGA
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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TAKASI NOGUCHI
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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HIROYUKI NAKANE
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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TAKAHIRO SHIGAKI
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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KENJI FUJIYOSHI
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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TAKATO YOMODA
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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NAOHIRO YOSHIDA
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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KENICHI KOUSHI
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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TAKEFUMI YOSHIDA
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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JUN AKIBA
2Department of Pathology, Kurume University School of Medicine, Kurume, Japan
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FUMIHIKO FUJITA
1Department of Surgery, Kurume University School of Medicine, Kurume, Japan;
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Abstract

Background/Aim: There are no established biomarkers for immune checkpoint inhibitors (ICI) in colorectal cancer (CRC) with microsatellite stability (MSS) or proficient mismatch repair (pMMR). Therefore, this study aimed to identify biomarkers for ICI benefit in patients with pMMR by analyzing the down-regulated DNA repair-related genes involved in highly immunogenic and immune responses, and comparing their expression levels and clinical features. Materials and Methods: Mismatch repair (MMR), tumor-infiltrating lymphocytes (TIL), and tumor mutation burden (TMB) were evaluated in 13 CRC cases and mRNA expression levels of 95 DNA repair-related genes were measured. DNA repair-related genes with reduced mRNA expression in the high immunogenicity and high immune response groups were identified. Then, the mRNA expression levels of the identified DNA repair-related genes were measured in 135 patients with CRC. Hierarchical cluster analysis was performed using the mRNA expression levels to compare the clinicopathological characteristics of each cluster. Results: ATR, LIG4, and RAD52 mRNA levels were significantly down-regulated in the high immunogenicity group. GADD45B, SMUG1, and XRCC6 mRNA levels were significantly down-regulated in the high immune response group. Cases in the cluster with reduced mRNA expression of the six genes were pMMR cases. CD8 mRNA expression level was higher in this cluster than in the other clusters. Conclusion: Decreased mRNA expression levels of ATR, LIG4, RAD52, GADD45B, SMUG1, and XRCC6 genes were associated with high cytotoxic T cell and TMB levels, suggesting that these genes could serve as biomarkers for ICI efficacy in pMMR cases.

Key Words:
  • DNA repair-related gene
  • microsatellite instability tumor mutation burden
  • tumor-infiltrating lymphocytes
  • colorectal cancer
  • Received May 21, 2024.
  • Revision received June 13, 2024.
  • Accepted June 14, 2024.
  • Copyright © 2024 International Institute of Anticancer Research (Dr. George J. Delinasios), All rights reserved.
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Anticancer Research: 44 (8)
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August 2024
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Identification of DNA Repair-related Genes as Biomarkers Reflecting MSI, TMB, and TIL in Colorectal Cancer
JUNYA FUKUDA, TOMOYA SUDO, MAAKO KIKUCHI, AKIHIKO KAWAHARA, HIRONA SHIGYO, YUSUKE KAWAMOTO, SATOSHI SHIMAMURA, FUMIKI KOGA, TAKASI NOGUCHI, HIROYUKI NAKANE, TAKAHIRO SHIGAKI, KENJI FUJIYOSHI, TAKATO YOMODA, NAOHIRO YOSHIDA, KENICHI KOUSHI, TAKEFUMI YOSHIDA, JUN AKIBA, FUMIHIKO FUJITA
Anticancer Research Aug 2024, 44 (8) 3567-3575; DOI: 10.21873/anticanres.17179

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Identification of DNA Repair-related Genes as Biomarkers Reflecting MSI, TMB, and TIL in Colorectal Cancer
JUNYA FUKUDA, TOMOYA SUDO, MAAKO KIKUCHI, AKIHIKO KAWAHARA, HIRONA SHIGYO, YUSUKE KAWAMOTO, SATOSHI SHIMAMURA, FUMIKI KOGA, TAKASI NOGUCHI, HIROYUKI NAKANE, TAKAHIRO SHIGAKI, KENJI FUJIYOSHI, TAKATO YOMODA, NAOHIRO YOSHIDA, KENICHI KOUSHI, TAKEFUMI YOSHIDA, JUN AKIBA, FUMIHIKO FUJITA
Anticancer Research Aug 2024, 44 (8) 3567-3575; DOI: 10.21873/anticanres.17179
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Keywords

  • DNA repair-related gene
  • microsatellite instability tumor mutation burden
  • tumor-infiltrating lymphocytes
  • Colorectal cancer
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