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Yeh TJ, Wang HC, Cho SF, Wu CC, Hsieh TY, Huang CT, Wang MH, Chuang TM, Gau YC, Du JS, Liu YC, Hsiao HH, Pan MR, Chen LT, Moi SH. The Prognosis Performance of a Neutrophil- and Lymphocyte-Associated Gene Mutation Score in a Head and Neck Cancer Cohort. Biomedicines 2023; 11:3113. [PMID: 38137334 PMCID: PMC10741104 DOI: 10.3390/biomedicines11123113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 11/16/2023] [Accepted: 11/21/2023] [Indexed: 12/24/2023] Open
Abstract
The treatment of head and neck squamous cell carcinomas (HNSCCs) is multimodal, and chemoradiotherapy (CRT) is a critical component. However, the availability of predictive or prognostic markers in patients with HNSCC is limited. Inflammation is a well-documented factor in cancer, and several parameters have been studied, with the neutrophil-to-lymphocyte ratio (NLR) being the most promising. The NLR is the most extensively researched clinical biomarker in various solid tumors, including HNSCC. In our study, we collected clinical and next-generation sequencing (NGS) data with targeted sequencing information from 107 patients with HNSCC who underwent CRT. The difference in the NLR between the good response group and the poor response group was significant, with more patients having a high NLR in the poor response group. We also examined the genetic alterations linked to the NLR and found a total of 41 associated genes across eight common pathways searched from the KEGG database. The overall mutation rate was low, and there was no significant mutation difference between the low- and high-NLR groups. Using a multivariate binomial generalized linear model, we identified three candidate genes (MAP2K2, MAP2K4, and ABL1) that showed significant results and were used to create a gene mutation score (GMS). Using the NLR-GMS category, we noticed that the high-NLR-GMS group had significantly shorter relapse-free survival compared to the intermediate- or low-NLR-GMS groups.
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Affiliation(s)
- Tsung-Jang Yeh
- Division of Hematology & Oncology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (T.-J.Y.); (H.-C.W.); (S.-F.C.); (T.-Y.H.); (C.-T.H.); (M.-H.W.); (T.-M.C.); (Y.-C.G.); (J.-S.D.); (Y.-C.L.); (H.-H.H.)
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
- Center for Cancer Research, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
| | - Hui-Ching Wang
- Division of Hematology & Oncology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (T.-J.Y.); (H.-C.W.); (S.-F.C.); (T.-Y.H.); (C.-T.H.); (M.-H.W.); (T.-M.C.); (Y.-C.G.); (J.-S.D.); (Y.-C.L.); (H.-H.H.)
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Shih-Feng Cho
- Division of Hematology & Oncology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (T.-J.Y.); (H.-C.W.); (S.-F.C.); (T.-Y.H.); (C.-T.H.); (M.-H.W.); (T.-M.C.); (Y.-C.G.); (J.-S.D.); (Y.-C.L.); (H.-H.H.)
- Center for Cancer Research, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Chun-Chieh Wu
- Department of Pathology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
| | - Tzu-Yu Hsieh
- Division of Hematology & Oncology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (T.-J.Y.); (H.-C.W.); (S.-F.C.); (T.-Y.H.); (C.-T.H.); (M.-H.W.); (T.-M.C.); (Y.-C.G.); (J.-S.D.); (Y.-C.L.); (H.-H.H.)
| | - Chien-Tzu Huang
- Division of Hematology & Oncology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (T.-J.Y.); (H.-C.W.); (S.-F.C.); (T.-Y.H.); (C.-T.H.); (M.-H.W.); (T.-M.C.); (Y.-C.G.); (J.-S.D.); (Y.-C.L.); (H.-H.H.)
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
| | - Min-Hong Wang
- Division of Hematology & Oncology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (T.-J.Y.); (H.-C.W.); (S.-F.C.); (T.-Y.H.); (C.-T.H.); (M.-H.W.); (T.-M.C.); (Y.-C.G.); (J.-S.D.); (Y.-C.L.); (H.-H.H.)
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
| | - Tzer-Ming Chuang
- Division of Hematology & Oncology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (T.-J.Y.); (H.-C.W.); (S.-F.C.); (T.-Y.H.); (C.-T.H.); (M.-H.W.); (T.-M.C.); (Y.-C.G.); (J.-S.D.); (Y.-C.L.); (H.-H.H.)
| | - Yuh-Ching Gau
- Division of Hematology & Oncology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (T.-J.Y.); (H.-C.W.); (S.-F.C.); (T.-Y.H.); (C.-T.H.); (M.-H.W.); (T.-M.C.); (Y.-C.G.); (J.-S.D.); (Y.-C.L.); (H.-H.H.)
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
| | - Jeng-Shiun Du
- Division of Hematology & Oncology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (T.-J.Y.); (H.-C.W.); (S.-F.C.); (T.-Y.H.); (C.-T.H.); (M.-H.W.); (T.-M.C.); (Y.-C.G.); (J.-S.D.); (Y.-C.L.); (H.-H.H.)
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
| | - Yi-Chang Liu
- Division of Hematology & Oncology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (T.-J.Y.); (H.-C.W.); (S.-F.C.); (T.-Y.H.); (C.-T.H.); (M.-H.W.); (T.-M.C.); (Y.-C.G.); (J.-S.D.); (Y.-C.L.); (H.-H.H.)
- Center for Cancer Research, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Hui-Hua Hsiao
- Division of Hematology & Oncology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (T.-J.Y.); (H.-C.W.); (S.-F.C.); (T.-Y.H.); (C.-T.H.); (M.-H.W.); (T.-M.C.); (Y.-C.G.); (J.-S.D.); (Y.-C.L.); (H.-H.H.)
- Center for Cancer Research, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Mei-Ren Pan
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
- Drug Development and Value Creation Research Center, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Li-Tzong Chen
- Center for Cancer Research, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
- Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- National Institute of Cancer Research, National Health Research Institutes, Tainan 704, Taiwan
| | - Sin-Hua Moi
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
- Research Center for Precision Environmental Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
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