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Wang M, Li W, Zhou F, Wang Z, Jia X, Han X. A nicotinamide metabolism-related gene signature for predicting immunotherapy response and prognosis in lung adenocarcinoma patients. PeerJ 2025; 13:e18991. [PMID: 40034678 PMCID: PMC11874940 DOI: 10.7717/peerj.18991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Accepted: 01/23/2025] [Indexed: 03/05/2025] Open
Abstract
Background Nicotinamide (NAM) metabolism fulfills crucial functions in tumor progression. The present study aims to establish a NAM metabolism-correlated gene (NMRG) signature to assess the immunotherapy response and prognosis of lung adenocarcinoma (LUAD). Methods The training set and validation set (the GSE31210 dataset) were collected The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO), respectively. Molecular subtypes of LUAD were classified by consensus clustering. Mutation landscape of the top 20 somatic genes was visualized by maftools package. Subsequently, differential expression analysis was conducted using the limma package, and univariate, multivariate and LASSO regression analyses were performed on the screened genes to construct a risk model for LUAD. Next, the MCP-counter, TIMER and ESTIMATE algorithms were utilized to comprehensively assess the immune microenvironmental profile of LUAD patients in different risk groups. The efficacy of immunotherapy and chemotherapy drugs was evaluated by TIDE score and pRRophetic package. A nomogram was created by integrating RiskScore and clinical features. The mRNA expressions of independent prognostic NMRGs and the migration and invasion of LUAD cells were measured by carrying out cellular assays. Results Two subtypes (C1 and C2) of LUAD were classified, with C1 subtype showing a worse prognosis than C2. The top three genes with a high mutation frequency in C1 and C2 subtypes were TTN (45.25%), FLG (25.25%), and ZNF536 (19.8%). Four independent prognostic NMRGs (GJB3, CPA3, DKK1, KRT6A) were screened and used to construct a RiskScore model, which exhibited a strong predictive performance. High-risk group showed low immune cell infiltration, high TIDE score, and worse prognosis, and the patients in this group exhibited a high drug sensitivity to Cisplatin, Erlotinib, Paclitaxel, Saracatini, and CGP_082996. A nomogram was established with an accurate predictive and diagnostic performance. GJB3, DKK1, CPA3, and KRT6A were all high- expressed in LUAD cells, and silencing GJB3 inhibited the migration and invasion of LUAD cells. Conclusion A novel NMRG signature was developed, contributing to the prognostic evaluation and personalized treatment for LUAD patients.
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Affiliation(s)
- Meng Wang
- Department of Thoracic Surgery, Tianjin Chest Hospital, Tianjin, China
- Chest Hospital, Tianjin University, Tianjin, China
| | - Wei Li
- Department of Thoracic Surgery, Tianjin Chest Hospital, Tianjin, China
- Chest Hospital, Tianjin University, Tianjin, China
| | - Fang Zhou
- Department of Thoracic Surgery, Tianjin Chest Hospital, Tianjin, China
- Chest Hospital, Tianjin University, Tianjin, China
| | - Zheng Wang
- Department of Thoracic Surgery, Tianjin Chest Hospital, Tianjin, China
- Chest Hospital, Tianjin University, Tianjin, China
| | - Xiaoteng Jia
- Clinical School of Thoracic, Tianjin Medical University, Tianjin, China
| | - Xingpeng Han
- Department of Thoracic Surgery, Tianjin Chest Hospital, Tianjin, China
- Chest Hospital, Tianjin University, Tianjin, China
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Saba NF, Dinasarapu AR, Magliocca KR, Dwivedi B, Seby S, Qin ZS, Patel M, Griffith CC, Wang X, El-Deiry M, Steuer CE, Kowalski J, Shin DM, Zwick ME, Chen ZG. Correction: Signatures of somatic mutations and gene expression from p16INK4A positive head and neck squamous cell carcinomas (HNSCC). PLoS One 2024; 19:e0308819. [PMID: 39116078 PMCID: PMC11309430 DOI: 10.1371/journal.pone.0308819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/10/2024] Open
Abstract
[This corrects the article DOI: 10.1371/journal.pone.0238497.].
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Chu YH, Mullaney K, DiNapoli SE, Cohen MA, Xu B, Ghossein R, Katabi N, Dogan S. FGFR1/2/3-rearranged carcinoma of the head and neck: expanded histological spectrum crossing path with high-risk HPV in the sinonasal tract. Histopathology 2024; 84:589-600. [PMID: 38010295 PMCID: PMC10872948 DOI: 10.1111/his.15099] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 10/27/2023] [Accepted: 11/02/2023] [Indexed: 11/29/2023]
Abstract
AIMS Oncogenic FGFR1/2/3 rearrangements are found in various cancers. Reported cases in head and neck (HN) are mainly squamous cell carcinomas (SCCs) with FGFR3::TACC3 fusions, a subset of which also harbour high-risk human papillomavirus (HPV). However, the knowledge of the clinicopathological spectrum of FGFR-rearranged head and neck carcinomas (FHNC) is limited. METHODS AND RESULTS A retrospective MSK-fusion clinical sequencing cohort 2016-23 was searched to identify malignant tumours in the HN region harbouring FGFR1/2/3 fusion. FHNC were characterised by histological examination, immunohistochemistry and molecular analysis. Electronic medical records were reviewed. Three FHNC were identified. Two cases (cases 1 and 2) involved sinonasal tract and were high-grade carcinomas with squamous, basaloid, glandular and/or ductal-myoepithelial features. Case 1 arose in a 79-year-old man and harboured FGFR2::KIF1A fusion. Case 2 arose in a 58-year-old man, appeared as HPV-related multiphenotypic sinonasal carcinoma (HMSC), and was positive for FGFR2::TACC2 fusion and concurrent high-risk HPV, non-type 16/18. Case 3 was FGFR3::TACC3 fusion-positive keratinising SCCs arising in the parotid of a 60-year-old man. All three cases presented at stage T4. Clinical follow-up was available in two cases; case 1 remained disease-free for 41 months post-treatment and case 3 died of disease 2 months after the diagnosis. CONCLUSIONS FHNC include a morphological spectrum of carcinomas with squamous features and may occur in different HN locations, such as parotid gland and the sinonasal tract. Sinonasal cases can harbour FGFR2 rearrangement with or without associated high-risk HPV. Timely recognition of FHNC could help select patients potentially amenable to targeted therapy with FGFR inhibitors. Further studies are needed (1) to determine if FGFR2 rearranged/HPV-positive sinonasal carcinomas are biologically distinct from HMSC, and (2) to elucidate the biological and clinical significance of FGFR2 rearrangement in the context of high-risk HPV.
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Affiliation(s)
- Ying-Hsia Chu
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, United States
| | - Kerry Mullaney
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, United States
| | - Sara E. DiNapoli
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, United States
| | - Marc A. Cohen
- Department of Surgery, Head and Neck Service, Memorial Sloan Kettering Cancer Center, New York, NY 10065, United States
| | - Bin Xu
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, United States
| | - Ronald Ghossein
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, United States
| | - Nora Katabi
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, United States
| | - Snjezana Dogan
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, United States
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Atique M, Muniz I, Farshadi F, Hier M, Mlynarek A, Macarella M, Maschietto M, Nicolau B, Alaoui-Jamali MA, da Silva SD. Genetic Mutations Associated with Inflammatory Response Caused by HPV Integration in Oropharyngeal Squamous Cell Carcinoma. Biomedicines 2023; 12:24. [PMID: 38275384 PMCID: PMC10813733 DOI: 10.3390/biomedicines12010024] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 12/08/2023] [Accepted: 12/11/2023] [Indexed: 01/27/2024] Open
Abstract
(1) Background: Head and neck cancer (HNC) ranks as the sixth most prevalent cancer in the world. In addition to the traditional risk factors such as alcohol and tobacco consumption, the implication of the human papillomavirus (HPV) is becoming increasingly significant, particularly in oropharyngeal cancer (OPC). (2) Methods: This study is based on a review analysis of different articles and repositories investigating the mutation profile of HPV-related OPC and its impact on patient outcomes. (3) Results: By compiling data from 38 datasets involving 8311 patients from 12 countries, we identified 330 genes that were further analyzed. These genes were enriched for regulation of the inflammatory response (RB1, JAK2, FANCA, CYLD, SYK, ABCC1, SYK, BCL6, CEBPA, SRC, BAP1, FOXP1, FGR, BCR, LRRK2, RICTOR, IGF1, and ATM), among other biological processes. Hierarchical cluster analysis showed the most relevant biological processes were linked with the regulation of mast cell cytokine production, neutrophil activation and degranulation, and leukocyte activation (FDR < 0.001; p-value < 0.05), suggesting that neutrophils may be involved in the development and progression of HPV-related OPC. (4) Conclusions: The neutrophil infiltration and HPV status emerge as a potential prognostic factor for OPC. HPV-infected HNC cells could potentially lead to a decrease in neutrophil infiltration. By gaining a better molecular understanding of HPV-mediated neutrophil immunosuppression activity, it is possible to identify a meaningful target to boost antitumor immune response in HNC and hence to improve the survival of patients with HNC.
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Affiliation(s)
- Mai Atique
- Department of Otolaryngology and Head and Neck Surgery, McGill University, Montreal, QC H3T 1E2, Canada; (M.A.); (I.M.); (F.F.); (M.H.); (A.M.); (M.M.)
- Segal Cancer Centre and Lady Davis Institute for Medical Research, Departments of Medicine and Oncology, Sir Mortimer B. Davis-Jewish General Hospital, Faculty of Medicine, McGill University, Montreal, QC H3T 1E2, Canada;
| | - Isis Muniz
- Department of Otolaryngology and Head and Neck Surgery, McGill University, Montreal, QC H3T 1E2, Canada; (M.A.); (I.M.); (F.F.); (M.H.); (A.M.); (M.M.)
- Segal Cancer Centre and Lady Davis Institute for Medical Research, Departments of Medicine and Oncology, Sir Mortimer B. Davis-Jewish General Hospital, Faculty of Medicine, McGill University, Montreal, QC H3T 1E2, Canada;
- Graduate Program in Dentistry, Health Sciences Center, Federal University of Paraiba, Campus I, João Pessoa 58051-900, PB, Brazil;
| | - Fatemeh Farshadi
- Department of Otolaryngology and Head and Neck Surgery, McGill University, Montreal, QC H3T 1E2, Canada; (M.A.); (I.M.); (F.F.); (M.H.); (A.M.); (M.M.)
- Segal Cancer Centre and Lady Davis Institute for Medical Research, Departments of Medicine and Oncology, Sir Mortimer B. Davis-Jewish General Hospital, Faculty of Medicine, McGill University, Montreal, QC H3T 1E2, Canada;
| | - Michael Hier
- Department of Otolaryngology and Head and Neck Surgery, McGill University, Montreal, QC H3T 1E2, Canada; (M.A.); (I.M.); (F.F.); (M.H.); (A.M.); (M.M.)
| | - Alex Mlynarek
- Department of Otolaryngology and Head and Neck Surgery, McGill University, Montreal, QC H3T 1E2, Canada; (M.A.); (I.M.); (F.F.); (M.H.); (A.M.); (M.M.)
| | - Marco Macarella
- Department of Otolaryngology and Head and Neck Surgery, McGill University, Montreal, QC H3T 1E2, Canada; (M.A.); (I.M.); (F.F.); (M.H.); (A.M.); (M.M.)
| | - Mariana Maschietto
- Department of Structural and Functional Biology, Institute of Biology, Universidade Estadual de Campinas (UNICAMP), Campinas 13084-225, SP, Brazil;
- Boldrini Children’s Center, Campinas 13084-225, SP, Brazil
| | - Belinda Nicolau
- Graduate Program in Dentistry, Health Sciences Center, Federal University of Paraiba, Campus I, João Pessoa 58051-900, PB, Brazil;
| | - Moulay A. Alaoui-Jamali
- Segal Cancer Centre and Lady Davis Institute for Medical Research, Departments of Medicine and Oncology, Sir Mortimer B. Davis-Jewish General Hospital, Faculty of Medicine, McGill University, Montreal, QC H3T 1E2, Canada;
| | - Sabrina Daniela da Silva
- Department of Otolaryngology and Head and Neck Surgery, McGill University, Montreal, QC H3T 1E2, Canada; (M.A.); (I.M.); (F.F.); (M.H.); (A.M.); (M.M.)
- Segal Cancer Centre and Lady Davis Institute for Medical Research, Departments of Medicine and Oncology, Sir Mortimer B. Davis-Jewish General Hospital, Faculty of Medicine, McGill University, Montreal, QC H3T 1E2, Canada;
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Head and neck cancer patient-derived tumouroid cultures: opportunities and challenges. Br J Cancer 2023; 128:1807-1818. [PMID: 36765173 PMCID: PMC10147637 DOI: 10.1038/s41416-023-02167-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 01/11/2023] [Accepted: 01/16/2023] [Indexed: 02/12/2023] Open
Abstract
Head and neck cancers (HNC) are the seventh most prevalent cancer type globally. Despite their common categorisation, HNCs are a heterogeneous group of malignancies arising in various anatomical sites within the head and neck region. These cancers exhibit different clinical and biological manifestations, and this heterogeneity also contributes to the high rates of treatment failure and mortality. To evaluate patients who will respond to a particular treatment, there is a need to develop in vitro model systems that replicate in vivo tumour status. Among the methods developed, patient-derived cancer organoids, also known as tumouroids, recapitulate in vivo tumour characteristics including tumour architecture. Tumouroids have been used for general disease modelling and genetic instability studies in pan-cancer research. However, a limited number of studies have thus far been conducted using tumouroid-based drug screening. Studies have concluded that tumouroids can play an essential role in bringing precision medicine for highly heterogenous cancer types such as HNC.
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Nannapaneni S, Griffith CC, Magliocca KR, Chen W, Lyu X, Chen Z, Wang D, Wang X, Shin DM, Chen ZG, Saba NF. Co-expression of fibroblast growth factor receptor 3 with mutant p53, and its association with worse outcome in oropharyngeal squamous cell carcinoma. PLoS One 2021; 16:e0247498. [PMID: 33626078 PMCID: PMC7904228 DOI: 10.1371/journal.pone.0247498] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 02/08/2021] [Indexed: 02/06/2023] Open
Abstract
Fibroblast growth factor receptor 3 (FGFR3) is expressed in squamous cell carcinoma of the head and neck (SCCHN) including oropharyngeal squamous cell carcinoma (OPSCC) and is a potential therapeutic target. However, information on its correlation with other relevant cancer related proteins stratified by p16 status and its prognostic significance in OPSCC is limited. We examined FGFR3 expression and its correlation with clinical characteristics, p16 status, and mutant p53 (mp53) among 220 retrospectively collected OPSCC cases and 40 prospectively collected SCCHN cases, including a majority of OPSCC. Correlations of FGFR3 Weighted Index (WI) with p16 status and mp53 WI as well as its association with disease-free survival (DFS) and overall survival (OS) were evaluated. FGFR3 expression was detected in 61% and 70% of cases in cohorts 1 and 2, respectively. FGFR3 level was significantly higher in p16-negative tumors in both cohorts (p<0.001 and 0.006). FGFR3 expression was highly correlated with mp53 expression in both p16 + and p16- OPSCC (p<0.0001 and p = 0.0006, respectively). In cohort 1, univariate analysis showed that FGFR3 was associated with DFS but not OS. Kaplan-Meier analysis showed that higher FGFR3 and mp53 level correlated with worse DFS (p = 0.025) and OS (p = 0.009). As expected, p16 positive status was associated with improved OS and DFS (p<0.001 for both). Our results suggest that high FGFR3 expression is associated with p16 negative status and mp53 expression in OPSCC and correlates with a worse clinical outcome. The biological relationship between FGFR3 and mp53 in OPSCC deserves further investigation.
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Affiliation(s)
- Sreenivas Nannapaneni
- Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University School of Medicine, Atlanta, Georgia, United States of America
| | | | - Kelly R. Magliocca
- Department of Pathology & Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Wanqi Chen
- Department of Biostatistics and Bioinformatics, Emory University School of Public Health, Atlanta, Georgia, United States of America
| | - Xueying Lyu
- Department of Biostatistics and Bioinformatics, Emory University School of Public Health, Atlanta, Georgia, United States of America
| | - Zhengjia Chen
- Department of Epidemiology & Biostatistics, University of Illinois Cancer Center, Chicago, Illinois, United States of America
| | - Dongsheng Wang
- Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Xu Wang
- Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Dong M. Shin
- Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Zhuo G. Chen
- Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University School of Medicine, Atlanta, Georgia, United States of America
- * E-mail: (NFS); (ZGC)
| | - Nabil F. Saba
- Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University School of Medicine, Atlanta, Georgia, United States of America
- * E-mail: (NFS); (ZGC)
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Human Papilloma Virus: Current Knowledge and Focus on Oral Health. BIOMED RESEARCH INTERNATIONAL 2021; 2021:6631757. [PMID: 33623784 PMCID: PMC7875628 DOI: 10.1155/2021/6631757] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 01/05/2021] [Accepted: 01/20/2021] [Indexed: 11/18/2022]
Abstract
The human papilloma virus (HPV) is responsible for different pathological manifestations in humans. This agent gives rise to lesions of different types and in different areas of the organism, including the oral cavity. The aim of this study is to show which are the main diseases for which HPV is responsible and to bring to light some of the interceptive and therapeutic strategies. The analysis was conducted by consulting the major scientific databases with the aim of obtaining information on the characteristics of oral HPV and its management; furthermore, the literature was supported by some clinical cases proposed by the authors. The role of dentistry is essential in the early diagnosis of this type of pathologies and above all in knowing how to direct patients towards a path that can lead to patient management, especially in the event that these lesions have a malignant potential. Enhancing the knowledge and role of dentistry can lead to early diagnosis of this type of injury, intercepting a pathology that could have multiorgan implications.
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