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Qiu Q, Yang Z, Zhao J, Zhang R, Zheng S, Wang C, Xu H, Deng H, Zhao K, Liu M. Integrative analysis of cuproptosis-related lncRNAs for prognostic risk assessment and tumor immune microenvironment evaluation in laryngeal squamous cell carcinoma. Int J Biol Macromol 2025; 306:141846. [PMID: 40058422 DOI: 10.1016/j.ijbiomac.2025.141846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 03/03/2025] [Accepted: 03/05/2025] [Indexed: 05/11/2025]
Abstract
Long non-coding RNAs (lncRNAs) play a pivotal role in tumor prognostic models. This study targets cuproptosis-related lncRNAs in laryngeal squamous cell carcinoma (LSCC) using RNA-seq data from The Cancer Genome Atlas (TCGA)-LSCC. Differentially expressed genes were identified, and Pearson correlation analysis pinpointed cuproptosis-related lncRNAs. Combining clinical data, a prognostic risk model was constructed using LASSO Cox regression and Cox proportional hazards analyses. Nine lncRNAs (LINCO1473, SNHG12, AC007938.3, AC040970.1, AC023669.1, AL158166.2, GIHCG, AC007240.3, and AC011370.1) were identified, with GIHCG showing significant correlation with LSCC prognosis. GIHCG's competing endogenous RNAs (ceRNA) and co-expression networks (CEN) were established, revealing sensitivity to drugs like BMS-509744, YM155, and KU-55933. Silencing of GIHCG inhibited migration, invasion, EMT, and other biological processes in LSCC cells, suggesting GIHCG as a potential therapeutic target. Moreover, METTL16-mediated m6A methylation regulates GIHCG expression. In conclusion, this study successfully established a prognostic model comprising nine cuproptosis-related lncRNAs, accurately predicting LSCC prognosis, and highlighted the crucial role of GIHCG as a novel nucleic acid biomarker in regulating LSCC progression.
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Affiliation(s)
- Qibing Qiu
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou 510515, China
| | - Zhe Yang
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou 510515, China
| | - Jiandong Zhao
- Department of Otolaryngology Head and Neck Surgery, the Sixth Medical Center of Chinese PLA General Hospital, Beijing 100048, China; National Clinical Research Center for Otolaryngologic Diseases, Chinese PLA General Hospital, Beijing 100853, China
| | - Rongqi Zhang
- Beijing Institute of Technology, Beijing 100081, China
| | - Shikang Zheng
- Department of Otolaryngology Head and Neck Surgery, Hainan Hospital of Chinese PLA General Hospital, Sanya 572013, China
| | - Cheng Wang
- Department of Otolaryngology Head and Neck Surgery, Hainan Hospital of Chinese PLA General Hospital, Sanya 572013, China
| | - Haiming Xu
- Medical School of Chinese PLA, Beijing 100853, China
| | - Haihua Deng
- Department of Otolaryngology Head and Neck Surgery, Hainan Hospital of Chinese PLA General Hospital, Sanya 572013, China
| | - Kai Zhao
- Department of Otolaryngology Head and Neck Surgery, Hainan Hospital of Chinese PLA General Hospital, Sanya 572013, China.
| | - Mingbo Liu
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou 510515, China; Department of Otolaryngology Head and Neck Surgery, the Sixth Medical Center of Chinese PLA General Hospital, Beijing 100048, China; National Clinical Research Center for Otolaryngologic Diseases, Chinese PLA General Hospital, Beijing 100853, China; Department of Otolaryngology Head and Neck Surgery, Hainan Hospital of Chinese PLA General Hospital, Sanya 572013, China.
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2
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Zhang S, Wu Q, Cheng W, Dong W, Kou B. YTHDC1-Mediated lncRNA MSC-AS1 m6A Modification Potentiates Laryngeal Squamous Cell Carcinoma Development via Repressing ATXN7 Transcription. Mol Biotechnol 2025; 67:1659-1673. [PMID: 38637450 DOI: 10.1007/s12033-024-01150-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 03/19/2024] [Indexed: 04/20/2024]
Abstract
Laryngeal squamous cell carcinoma (LSCC) has the highest mortality rate among head and neck squamous cell carcinoma. This study was designed to investigate the biological effect of long noncoding RNA (lncRNA) MSC antisense RNA 1 (MSC-AS1) on LSCC development and the underlying mechanism. The expression and prognostic value of lncRNAs in head and neck squamous cell carcinoma were predicted in the bioinformatics tools. The overexpression of MSC-AS1 in LSCC patients predicted a poor prognosis. Depletion of MSC-AS1 using shRNA repressed the malignant phenotype of AMC-HN-8 and TU-177 cells. MSC-AS1, mainly localized in the nucleus, interacted closely with the transcription factor CCCTC-binding factor (CTCF). CTCF played anti-tumor effects in vitro and in vivo. Ataxin-7 (ATXN7) was predicted to be a downstream target of CTCF, whose expression was negatively controlled by MSC-AS1. MSC-AS1 was found to block the expression of CTCF, thereby repressing ATXN7. Finally, MSC-AS1 overexpression in LSCC was governed by YTH domain-containing protein 1 (YTHDC1)-mediated m6A modification. In summary, our research identified the YTHDC1/MSC-AS1/CTCF/ATXN7 axis in LSCC development, which indicated that MSC-AS1 is an attractive biomarker in the LSCC treatment.
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Affiliation(s)
- Shu Zhang
- Department of Otorhinolaryngology Head and Neck Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, No. 277, Yanta West Road, Yanta District, Xi'an, 710061, Shaanxi, People's Republic of China
- Department of Otolaryngology Head and Neck Surgery, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010050, Inner Mongolia, People's Republic of China
| | - Qun Wu
- Department of Otorhinolaryngology Head and Neck Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, No. 277, Yanta West Road, Yanta District, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Wei Cheng
- Department of General Surgery, Danfeng County Hospital, Shangluo, 726200, Shaanxi, People's Republic of China
| | - Weijiang Dong
- Department of Human Anatomy, Histology and Embryology, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Bo Kou
- Department of Otorhinolaryngology Head and Neck Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, No. 277, Yanta West Road, Yanta District, Xi'an, 710061, Shaanxi, People's Republic of China.
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3
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Lin CM, Fu RH, Chen HJ. A Multifaceted Giant Protein Microtubule-Actin Cross-Linking Factor 1. Int J Mol Sci 2025; 26:3204. [PMID: 40244019 PMCID: PMC11989829 DOI: 10.3390/ijms26073204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2025] [Revised: 03/23/2025] [Accepted: 03/27/2025] [Indexed: 04/18/2025] Open
Abstract
Microtubule-actin cross-linking factor 1 (MACF1), also known as actin cross-linking family protein 7 (ACF7), is a giant cytolinker protein with multiple conserved domains that can orchestrate cytoskeletal networks of actin and microtubules. MACF1 is involved in various biological processes, including cell polarity, cell-cell connection, cell proliferation, migration, vesicle transport, signal transduction, and neuronal development. In this review, we updated the physiological and pathological roles of MACF1, highlighting the components and signaling pathways involved. Novel evidence showed that MACF1 is involved in diverse human diseases, including multiple neuronal diseases, congenital myasthenic syndrome, premature ovarian insufficiency, spectraplakinopathy, osteoporosis, proliferative diabetic retinopathy, and various types of cancer. We also reviewed the physiological roles of MACF1, including its involvement in adhesome formation, bone formation, neuronal aging, and tooth development. In addition, MACF1 plays other roles, functioning as a biomarker for the prediction of infections in patients with burns and as a marker for genome selection breeding. These studies reinforce the idea that MACF1 is a bona fide versatile, multifaceted giant protein. Identifying additional MACF1 functions would finally help with the treatment of diseases caused by MACF1 defects.
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Affiliation(s)
- Chung-Ming Lin
- Department of Biotechnology, School of Health and Medical Engineering, Ming Chuan University, Taoyuan 33348, Taiwan;
| | - Ru-Huei Fu
- Translational Medicine Research Center, China Medical University Hospital, Taichung 40447, Taiwan;
- Ph.D. Program for Aging, China Medical University, Taichung 40402, Taiwan
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung 40402, Taiwan
| | - Hui-Jye Chen
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung 40402, Taiwan
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Chen X, Zhao Z, Zhao R, Li W, Liu X, Tian L, Liu M. STC1 encapsulated in small extracellular vesicles from laryngeal squamous cell carcinoma cells induces CD8 + T cell dysfunction by reprogramming tumor-associated macrophages into M2-like macrophages. Cancer Immunol Immunother 2025; 74:64. [PMID: 39751648 PMCID: PMC11699165 DOI: 10.1007/s00262-024-03915-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Accepted: 12/02/2024] [Indexed: 01/04/2025]
Abstract
BACKGROUND Tumor-derived small extracellular vesicles (sEVs) play an essential role in reprogramming the tumor microenvironment. Metabolic reprogramming is an essential prerequisite for M2 polarization of tumor-associated macrophages (TAMs). This M2 phenotype is closely related to the immune dysfunction of CD8+ T cells and subsequent tumor progression. This study evaluates the role of laryngeal squamous cell carcinoma cell-derived small extracellular vesicles (LSCC-sEVs) in M2 polarization of TAMs and CD8+ T cell dysfunction, and delineates the underlying mechanisms. METHODS Human leukemia monocyte cell line (THP-1) was induced to differentiate into M0 macrophages using phorbol 12-myristate 13-acetate. M0 macrophages were incubated with sEVs derived from LSCC cells TU212. CD8+T cells, extracted from peripheral blood mononuclear cells of healthy volunteer donors, were co-cultured with the LSCC-sEV-treated M0 macrophages to evaluate their proliferation, and immune function. The role of LSCC-sEVs was investigated in macrophage tumor-bearing mouse models. RESULTS LSCC-sEVs promoted TAM M2 polarization and impaired CD8+ T cell function, attributing to PD-L1 expression upregulation. In addition, suppression of metabolic reprogramming could partially reverse LSCC-sEV-induced CD8+ T cell dysfunction. STC-1 was found highly enriched in LSCC-sEVs. Knockdown of STC1 abrogated metabolic reprogramming of TAMs into M2-like macrophages and restored CD8+ T cell function. Importantly, in vivo results showed that LSCC-sEVs transform TAMs into M2 phenotype by mediating metabolic reprogramming and induce CD8+ T cell dysfunction, ultimately accelerating tumor growth. CONCLUSION Our data reveal a previously undescribed role for LSCC-sEVs in the regulation of M2 polarization of TAMs and immune cell function through STC1 mediated metabolic reprogramming.
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Affiliation(s)
- Xiaoxue Chen
- Department of Otorhinolaryngology-Head and Neck Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Zhigang Zhao
- Department of Otorhinolaryngology-Head and Neck Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Rui Zhao
- Department of Otorhinolaryngology-Head and Neck Surgery, The Second Affiliated Hospital of Harbin Medical University, No. 246 Xuefu Road, Nangang District, Harbin, 150001, Heilongjiang Province, China
| | - Wenjing Li
- Department of Otorhinolaryngology-Head and Neck Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Xinyu Liu
- Department of Otorhinolaryngology-Head and Neck Surgery, The First People Hospital of Jining, Jining, 272000, China
| | - Linli Tian
- Department of Otorhinolaryngology-Head and Neck Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Ming Liu
- Department of Otorhinolaryngology-Head and Neck Surgery, The Second Affiliated Hospital of Harbin Medical University, No. 246 Xuefu Road, Nangang District, Harbin, 150001, Heilongjiang Province, China.
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5
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Zhang FG, Viswanathan S, Zhang C, Smith RV, Schiff BA, Ow TJ, Garg MK, Kabarriti R, Mehta V. Association of tumor growth rate with overall survival and recurrence among patients with laryngeal squamous cell carcinoma. Head Neck 2025; 47:23-33. [PMID: 39045885 DOI: 10.1002/hed.27888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 06/25/2024] [Accepted: 07/11/2024] [Indexed: 07/25/2024] Open
Abstract
BACKGROUND Delay in time to treatment initiation (TTI) is associated with worsened survival outcomes in laryngeal squamous cell carcinoma (LSCC). It is unclear whether this is due to tumor growth or an increased risk of metastatic disease. METHODS This retrospective cohort study at one academic center included patients with LSCC who underwent radiotherapy/chemoradiotherapy between 2005 and 2017. We examined the association between tumor growth rate (TGR) and survival outcomes. RESULTS Among 105 patients (mean age, 63.8 ± 11.1 years; 72% male), the threshold between "slow-growing" and "fast-growing" tumors was >0.036 mL/day (survival) and >0.082 mL/day (recurrence). Faster growth was associated with worse overall survival (OS) (hazard ratio, 1.97; 95% confidence interval [CI], 0.94-4.13) and increased recurrence (odds ratio, 9.10; 95% CI, 2.40-34.4). CONCLUSIONS TGR >0.036 mL/day during TTI was associated with decreased OS, and >0.082 mL/day was associated with increased recurrence. Tumor measurement in patients experiencing delay may identify those who could benefit from escalated therapy.
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Affiliation(s)
- Faye G Zhang
- Albert Einstein College of Medicine, Bronx, New York, USA
| | - Shankar Viswanathan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Chenxin Zhang
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Richard V Smith
- Department of Otorhinolaryngology-Head and Neck Surgery, Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, New York, USA
| | - Bradley A Schiff
- Department of Otorhinolaryngology-Head and Neck Surgery, Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, New York, USA
| | - Thomas J Ow
- Department of Otorhinolaryngology-Head and Neck Surgery, Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, New York, USA
| | - Madhur K Garg
- Department of Radiation Oncology, Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, New York, USA
| | - Rafi Kabarriti
- Department of Radiation Oncology, Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, New York, USA
| | - Vikas Mehta
- Department of Otorhinolaryngology-Head and Neck Surgery, Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, New York, USA
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Guo F, Wen W, Mi Z, Long C, Shi Q, Yang M, Zhao J, Ma R. NRSN2 promotes the malignant behavior of HPV-transfected laryngeal carcinoma cells through AMPK/ULK1 pathway mediated autophagy activation. Cancer Biol Ther 2024; 25:2334463. [PMID: 38569536 PMCID: PMC10993921 DOI: 10.1080/15384047.2024.2334463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 03/20/2024] [Indexed: 04/05/2024] Open
Abstract
Neurensin-2 (NRSN2) performs a pro-carcinogenic function in multiple cancers. However, the function of NRSN2 in HPV-infected laryngeal carcinoma (LC) remains unclear. HPV transfection was performed in LC cells. The mRNA and protein levels were monitored using RT-qPCR, immunoblotting, and IF. Cell viability and proliferation were found using the CCK-8 assay and Edu staining. Cell invasion, migration, and apoptosis were probed using the Transwell, wound healing, and flow cytometry, respectively. The autophagosome was observed using TEM. NRSN2 was overexpressed in HPV-transfected LC cells. Inhibition of NRSN2 restrained the autophagy and malignant behavior of HPV-transfected LC cells. Meanwhile, the inhibition of AMPK/ULK1 pathway limited the increased autophagy of HPV-transfected LC cells caused by NRSN2 overexpression. Furthermore, NRSN2 knockdown inhibits autophagy by suppressing AMPK/ULK1 pathway, thereby restraining the malignant behavior of HPV-transfected LC cells. Our research confirmed that HPV transfection increased the autophagy and malignant behavior of LC cells by regulating the NRSN2-mediated activation of the AMPK/ULK1 pathway, offering a new target for cure of LC.
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Affiliation(s)
- Fan Guo
- School of Clinical Medicine, Ningxia Medical University, Yinchuan, Ningxia, P.R. China
| | - Wulin Wen
- School of Clinical Medicine, Ningxia Medical University, Yinchuan, Ningxia, P.R. China
- Otolaryngology Department, The First People’s Hospital of Yinchuan, Otolaryngology Head and Neck Surgery Hospital, Yinchuan, Ningxia, P.R. China
| | - Zhipeng Mi
- The Second Clinical Medical College, Ningxia Medical University, Yinchuan, Ningxia, P.R. China
| | - Chao Long
- The Second Clinical Medical College, Ningxia Medical University, Yinchuan, Ningxia, P.R. China
| | - Qiangyou Shi
- Department of Otolaryngology Head and Neck Surgery, Gansu Maternal and Child Health Care Hospital, Lanzhou, Gansu, P.R. China
| | - Meihua Yang
- The Second Clinical Medical College, Ningxia Medical University, Yinchuan, Ningxia, P.R. China
| | - Jia Zhao
- The Second Clinical Medical College, Ningxia Medical University, Yinchuan, Ningxia, P.R. China
| | - Ruixia Ma
- Otolaryngology Department, The First People’s Hospital of Yinchuan, Otolaryngology Head and Neck Surgery Hospital, Yinchuan, Ningxia, P.R. China
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Li L, Cui J, Li X, Zhu Y, Wu H, Zhou L. Prmt1-mediated histone H4R3me2a methylation regulates the proliferation, migration and invasion of laryngeal cancer cells by affecting the expression level of NCOA5. Front Oncol 2024; 14:1489164. [PMID: 39741976 PMCID: PMC11685131 DOI: 10.3389/fonc.2024.1489164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2024] [Accepted: 11/28/2024] [Indexed: 01/03/2025] Open
Abstract
Background Laryngeal cancer is a common head and neck cancer, and its occurrence and development are closely related to a variety of epigenetic modifications. protein arginine methyltransferase 1 (PRMT1) is an important type I protein arginine methyltransferase, which catalyzes the monomethylation and asymmetric dimethylation of arginine and participates in the occurrence and development of a variety of cancers. Current research has found that the expression of PRMT1 is increased in laryngeal carcinoma tissues. Histone modifications play a key role in regulating gene expression and maintaining cellular function. In particular, histone H4 arginine 3 dimethylation (H4R3me2a) has been shown to be associated with the development of a variety of cancers. Nuclear Receptor Coactivator 5 (NCOA5) is an important nuclear receptor coactivator, which regulates gene expression through the interaction between various nuclear receptors and other transcription factors. The present study aimed to investigate how PRMT1-mediated H4R3me2a methylation affects the proliferation, migration and invasion of laryngeal cancer cells and to verify the role of NCOA5 in this process. Methods The expression of PRMT1 and NCOA5 was inhibited by siRNA mediated gene knockdown in laryngeal cancer cells. The changes of H4R3me2a protein levels were detected by Western Blotting, and cell proliferation, migration and invasion abilities were evaluated by CCK-8, cell scratch assay, Transwell migration and invasion assay. RT-qPCR was used to detect the mRNA expression levels of related genes. The overexpression experiment of NCOA5 was carried out by constructing overexpression vector to verify its effect. Results After PRMT1 knockdown, the expression of H4R3me2a in laryngeal cancer cells was significantly decreased, and the cell proliferation, migration and invasion abilities were weakened. Similarly, knockdown of NCOA5 expression also resulted in decreased H4R3me2a levels and attenuated cell proliferation, migration and invasion. Overexpression of NCOA5 partially restored H4R3me2a levels and cell proliferation, migration and invasion abilities.
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Affiliation(s)
| | | | | | | | | | - Lanzhu Zhou
- Department of Otorhinolaryngology Head and Neck Surgery, The First Affiliated Hospital of Bengbu Medical University, Bengbu, China
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Bicci E, Di Finizio A, Calamandrei L, Treballi F, Mungai F, Tamburrini S, Sica G, Nardi C, Bonasera L, Miele V. Head and Neck Squamous Cell Carcinoma: Insights from Dual-Energy Computed Tomography (DECT). Tomography 2024; 10:1780-1797. [PMID: 39590940 PMCID: PMC11598236 DOI: 10.3390/tomography10110131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Revised: 11/02/2024] [Accepted: 11/07/2024] [Indexed: 11/28/2024] Open
Abstract
Head and neck cancer represents the seventh most common neoplasm worldwide, with squamous cell carcinoma being the most represented histologic variant. The rising incidence of the neoplastic pathology of this district, coupled with the drastic changes in its epidemiology over the past decades, have posed significant challenges to physicians worldwide in terms of diagnosis, prognosis, and treatment. In order to meet these challenges, a considerable amount of effort has been spent by the authors of the recent literature to explore new technologies and their possible employment for the better diagnostic and prognostic definition of head and neck squamous cell carcinoma (HNSCC). Among these technologies, a growing interest has been gathering around the possible applications of dual-energy computed tomography (DECT) in head and neck pathology. Dual-energy computed tomography (DECT) utilizes two distinct X-ray energy spectra to obtain two datasets in a single scan, allowing for material differentiation based on unique attenuation profiles. DECT offers key benefits such as enhanced contrast resolution, reduced beam-hardening artifacts, and precise iodine quantification through monochromatic reconstructions. It also creates material decomposition images, like iodine maps, aiding in tumor characterization and therapy assessment. This paper aims to summarize recent findings on the use of DECT in HNSCC, providing a comprehensive overview to aid further research and exploration in the field.
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Affiliation(s)
- Eleonora Bicci
- Department of Radiology, Careggi University Hospital, 50134 Florence, Italy; (F.M.); (C.N.); (L.B.); (V.M.)
| | - Antonio Di Finizio
- Department of Radiology, Careggi University Hospital, University of Florence, 50134 Florence, Italy; (A.D.F.); (L.C.); (F.T.)
| | - Leonardo Calamandrei
- Department of Radiology, Careggi University Hospital, University of Florence, 50134 Florence, Italy; (A.D.F.); (L.C.); (F.T.)
| | - Francesca Treballi
- Department of Radiology, Careggi University Hospital, University of Florence, 50134 Florence, Italy; (A.D.F.); (L.C.); (F.T.)
| | - Francesco Mungai
- Department of Radiology, Careggi University Hospital, 50134 Florence, Italy; (F.M.); (C.N.); (L.B.); (V.M.)
| | - Stefania Tamburrini
- Department of Radiology, Ospedale del Mare, ASL NA1 Centro, 80147 Naples, Italy;
| | - Giacomo Sica
- Department of Radiology, Monaldi Hospital, 80131 Naples, Italy;
| | - Cosimo Nardi
- Department of Radiology, Careggi University Hospital, 50134 Florence, Italy; (F.M.); (C.N.); (L.B.); (V.M.)
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, 50134 Florence, Italy
| | - Luigi Bonasera
- Department of Radiology, Careggi University Hospital, 50134 Florence, Italy; (F.M.); (C.N.); (L.B.); (V.M.)
| | - Vittorio Miele
- Department of Radiology, Careggi University Hospital, 50134 Florence, Italy; (F.M.); (C.N.); (L.B.); (V.M.)
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, 50134 Florence, Italy
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9
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Dokhanchi M, Javaherdehi AP, Raad M, Khalilollah S, Mahdavi P, Razizadeh MH, Zafarani A. Natural Killer Cells in Cancers of Respiratory System and Their Applications in Therapeutic Approaches. Immun Inflamm Dis 2024; 12:e70079. [PMID: 39588940 PMCID: PMC11590036 DOI: 10.1002/iid3.70079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 10/29/2024] [Accepted: 11/07/2024] [Indexed: 11/27/2024] Open
Abstract
BACKGROUND Cancer is still regarded as a major worldwide health issue due to its high health and socioeconomic burden. Currently, lung cancer is the most common cause of cancer-related fatalities globally. Additionally, mesotheliomas and other cancers of the respiratory system, including those of the trachea, larynx, and bronchi, are also posing a significant health threat. Natural killer (NK) cells are lymphocytes of the innate immune system involved in response against cancer. OBJECTIVE This review discussed recent findings in the context of NK cell activity in the immune surveillance of respiratory system cancers and NK cell-based treatments to combat those malignancies. RESULTS The presence of natural killer cells in the tumor microenvironment is shown to be associated with a higher survival rate in patients with various malignancies. However, cancerous cells benefit from several mechanisms to evade natural killer cell-mediated cytotoxicity, including reduced major histocompatibility complex I expression, shedding of ligands, upregulation of inhibitory receptors, and release of soluble factors. Using NK cells to design therapeutic approaches may enhance antitumor immunity and improve clinical outcomes. Clinical trials investigating the use of natural killer cells in combination with cytokine stimulation or immune checkpoint inhibitors have exhibited promising results in various respiratory system malignancies. CONCLUSION Respiratory system cancers present significant health challenges worldwide, and while NK cells play a crucial role in tumor surveillance, tumors often evade NK cell responses through various mechanisms. Advances in NK cell-based therapies, including CAR-NK cells, immune checkpoint inhibitors, and cytokine stimulation, have shown promising outcomes in tackling these tactics. However, challenges such as the immunosuppressive tumor microenvironment persist. Ongoing research is crucial to improve NK cell therapies by targeting autophagy, modulating miRNAs, and developing combinatorial approaches to enhance treatment efficacy for respiratory cancers.
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Affiliation(s)
- Maryam Dokhanchi
- Department of Biology, Science and Research BranchIslamic Azad UniversityTehranIran
| | | | - Mohammad Raad
- Department of Molecular, Cellular and Biomedical SciencesUniversity of New HampshireDurhamNew HampshireUSA
| | - Shayan Khalilollah
- School of Medicine, Tehran Medical SciencesIslamic Azad UniversityTehranIran
| | - Pooya Mahdavi
- College of Public HealthUniversity of South FloridaTampaFloridaUSA
| | - Mohammad Hossein Razizadeh
- Department of Virology, School of MedicineIran University of Medical SciencesTehranIran
- Antimicrobial Resistance Research Center, Institute of Immunology and Infectious DiseasesIran University of Medical SciencesTehranIran
| | - Alireza Zafarani
- Cellular and Molecular Research CenterIran University of Medical SciencesTehranIran
- Department of Hematology & Blood Banking, School of Allied MedicineIran University of Medical SciencesTehranIran
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10
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Chen Q, Wang D, Chen Z, Lin L, Shao Q, Zhang H, Li P, Lv H. Predicting biomarkers in laryngeal squamous cell carcinoma based on the cytokine-cytokine receptor interaction pathway. Heliyon 2024; 10:e37738. [PMID: 39309795 PMCID: PMC11416252 DOI: 10.1016/j.heliyon.2024.e37738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Revised: 09/05/2024] [Accepted: 09/09/2024] [Indexed: 09/25/2024] Open
Abstract
Objective To analyze and validate differential genes in the cytokine-cytokine receptor interaction CCRI pathway in laryngeal squamous cell carcinoma (LSCC) using bioinformatics and Mendelian randomization (MR) to find potential biomarkers for LSCC. Methods Five sets of LSCC-related gene chips were downloaded from the GEO database, and four sets of combined datasets were randomly selected as the test set and one set as the validation set to screen for differential genes in the CCRI pathway; two-way Mendelian randomization was performed to analyze the causal relationship between cytokine receptor as the exposure factor and LSCC as the outcome variable; and the causal relationship was analyzed by DGIdb, Miranda, miRDB, miRWalk, TargetScan, spongeScan, and TISIDB databases to analyze the relationship between differential genes and drugs, immune cell infiltration, and mRNA-miNA-lncRNA interactions. Results A total of 7 differentially expressed genes CD27, CXCL2, CXCL9, INHBA, IL6, CXCL11, and TNFRSF17 were screened for enrichment in the CCRI signaling pathway; MR analysis showed that the CCRI receptor was a risk factor for LSCC (IVW: OR = 1.629, 95 % CI:1.060-2.504, P = 0.026); Seven differential genes were correlated with drugs, immune cells and mRNA-miNA-lncRNA, respectively; the CCRI differential gene expression analysis in the validation set was consistent with the test set results. Conclusion This study provided CCRI differential gene expression by bioinformatics, and MR analysis demonstrated that cytokine receptors are risk factors for LSCC, providing new ideas for the pathogenesis and therapeutic targets of LSCC.
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Affiliation(s)
- Qingyong Chen
- The Second School of Clinical Medicine of Binzhou Medical University, Yan Tai, China
| | - Dongqing Wang
- Department of Otorhinolaryngology, Linyi People's Hospital, Linyi, China
| | - Zhipeng Chen
- Department of Otorhinolaryngology, Linyi People's Hospital, Linyi, China
| | - Liqiang Lin
- Department of Otorhinolaryngology, Linyi People's Hospital, Linyi, China
| | - Qiang Shao
- Department of Otorhinolaryngology, Linyi People's Hospital, Linyi, China
| | - Han Zhang
- No.One Clinical Medicine School of Binzhou Medical University, Bing Zhou, China
| | - Peng Li
- Department of Otorhinolaryngology, Linyi People's Hospital, Linyi, China
| | - Huaiqing Lv
- Department of Otorhinolaryngology, Linyi People's Hospital, Linyi, China
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11
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Pileckaite E, Vilkeviciute A, Kriauciuniene L, Liutkevicius V, Liutkeviciene R. Investigating the Link between STAT4 Genetic Variants, STAT4 Protein Concentrations, and Laryngeal Squamous Cell Carcinoma: A Comprehensive Analysis of Clinical Manifestations. Int J Mol Sci 2024; 25:10180. [PMID: 39337665 PMCID: PMC11432593 DOI: 10.3390/ijms251810180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 09/18/2024] [Accepted: 09/20/2024] [Indexed: 09/30/2024] Open
Abstract
According to recent research, inflammatory STAT4 and its protein impact may be important factors in developing cancerous diseases. Still unanalyzed is this effect in patients with laryngeal squamous cell carcinoma (LSCC). In the present study, we evaluated four single nucleotide variants (SNVs) of STAT4 (rs10181656, rs7574865, rs7601754, and rs10168266) and STAT4 serum levels to determine their link between LSCC development and its clinical manifestations. A total of 632 men (324 LSCC patients and 338 healthy individuals) were involved in this study. The genotyping was carried out using real-time PCR. Additionally, we measured 80 study subjects' (40 LSCC patients and 40 control subjects) STAT4 protein concentrations using an enzyme-linked immunosorbent assay (ELISA). In our study, the T allele of STAT4 rs7574865 significantly increases the likelihood of LSCC occurrence by 1.4-fold. Additionally, this SNV is associated with higher odds of early-stage disease, T1 size LSCC development, absence of metastasis to neck lymph nodes, and well-differentiated carcinoma. The G allele of rs10181656 is significantly associated with various clinical characteristics of LSCC, increasing the odds of early- and advanced-stage disease by 2.8-fold and 1.9-fold, respectively. Additionally, this allele is linked to an increased likelihood of developing tumors of different sizes and non-metastasized LSCC, as well as poorly differentiated carcinoma, highlighting its potential impact on the development and features of LSCC. Conclusion: The analysis of the STAT4 rs7574865 SNV revealed that the G allele is linked to a more favorable prognosis in LSCC. Additionally, it is hypothesized that the G allele of rs10181656 may be associated with the occurrence of LSCC but may not serve as a sensitive prognostic biomarker for distinguishing between disease stages, cell differentiation, or tumor size.
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Affiliation(s)
- Enrika Pileckaite
- Neuroscience Institute, Lithuanian University of Health Sciences, LT-44307 Kaunas, Lithuania; (E.P.); (L.K.); (R.L.)
| | - Alvita Vilkeviciute
- Neuroscience Institute, Lithuanian University of Health Sciences, LT-44307 Kaunas, Lithuania; (E.P.); (L.K.); (R.L.)
| | - Loresa Kriauciuniene
- Neuroscience Institute, Lithuanian University of Health Sciences, LT-44307 Kaunas, Lithuania; (E.P.); (L.K.); (R.L.)
| | - Vykintas Liutkevicius
- Department of Otorhinolaryngology, Lithuanian University of Health Sciences, LT-44307 Kaunas, Lithuania;
| | - Rasa Liutkeviciene
- Neuroscience Institute, Lithuanian University of Health Sciences, LT-44307 Kaunas, Lithuania; (E.P.); (L.K.); (R.L.)
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12
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De Luca P, Di Stadio A, Petruzzi G, de Campora L, Fior M, Moretti C, Della Peruta V, Mazzola F, Costarelli L, Covello R, Ricciardiello F, Tortoriello G, Pellini R, Radici M, Camaioni A. A multicenter protocol to assess the prognostic significance of the tumor microenvironment in patients with squamous cell carcinoma of the larynx. Head Neck 2024; 46:2123-2131. [PMID: 38958199 DOI: 10.1002/hed.27860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Revised: 05/31/2024] [Accepted: 06/25/2024] [Indexed: 07/04/2024] Open
Abstract
BACKGROUND The purpose of this multicenter study was to retrospectively investigate the prognostic significance of the tumor microenvironment, in relation to survival in a large cohort of patients with laryngeal squamous cell carcinoma (LSCC), using the method proposed by the International TILs Working Group in breast cancer. METHODS All consecutive patients with biopsy-proven LSCC who underwent total laryngectomy (TL) between January 2014 and January 2023 were retrospectively included in the study. A retrospective review of medical records including surgical, pathological and follow-up reports was performed. The density of TILs was determined according to the recommendations of the International TILs Working Group. RESULTS The study group included 186 patients with LSCC. High TILs were statistically correlated with reduced size and extension of primary tumor (pT stage) with a statistically significant value (S: p = 0.01; P: p = 0.0003) and without needs of salvage therapy (S: p = 0.03; P: p = 0.004). Low TILs were indicative of worse prognosis. CONCLUSIONS Our study confirmed the protective value of TILs and the prognostic role of the tumor microenvironment in LSCC; furthermore, our results showed that the score proposed by the International TILs Working Group for breast cancer can be applied to LSCC.
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Affiliation(s)
- Pietro De Luca
- Department of Otolaryngology, Isola Tiberina - Gemelli Isola Hospital, Rome, Italy
| | | | - Gerardo Petruzzi
- Department Otolaryngology - Head and Neck Surgery, IRCCS Regina Elena National Cancer Institute, Istituti Fisioterapici Ospitalieri (IFO), Rome, Italy
| | - Luca de Campora
- Department of Otolaryngology, San Giovanni-Addolorata Hospital, Rome, Italy
| | - Milena Fior
- Department Otolaryngology - Head and Neck Surgery, IRCCS Regina Elena National Cancer Institute, Istituti Fisioterapici Ospitalieri (IFO), Rome, Italy
| | - Claudio Moretti
- Department Otolaryngology - Head and Neck Surgery, IRCCS Regina Elena National Cancer Institute, Istituti Fisioterapici Ospitalieri (IFO), Rome, Italy
| | - Vincenzo Della Peruta
- Department of Otolaryngology - Head and Neck Surgery, AORN Ospedali dei Colli Monaldi - Cotugno - C.T.O. Hospital, Naples, Italy
| | - Francesco Mazzola
- Department Otolaryngology - Head and Neck Surgery, IRCCS Regina Elena National Cancer Institute, Istituti Fisioterapici Ospitalieri (IFO), Rome, Italy
| | - Leopoldo Costarelli
- Division of Pathology, Azienda Ospedaliera San Giovanni-Addolorata, Rome, Italy
| | - Renato Covello
- Department of Pathology, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | | | - Giuseppe Tortoriello
- Department of Otolaryngology - Head and Neck Surgery, AORN Ospedali dei Colli Monaldi - Cotugno - C.T.O. Hospital, Naples, Italy
| | - Raul Pellini
- Department Otolaryngology - Head and Neck Surgery, IRCCS Regina Elena National Cancer Institute, Istituti Fisioterapici Ospitalieri (IFO), Rome, Italy
| | - Marco Radici
- Department of Otolaryngology, Isola Tiberina - Gemelli Isola Hospital, Rome, Italy
| | - Angelo Camaioni
- Department of Otolaryngology, San Giovanni-Addolorata Hospital, Rome, Italy
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13
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Peng X, Chen X, Peng S, Chen Y, Li Y, Tian Y. CircPRRC2C Promotes the Oncogenic Phenotypes of Laryngeal Squamous Cell Carcinoma Cells via MiR-136-5p/HOXD11 Axis. Mol Biotechnol 2024; 66:2381-2395. [PMID: 37728841 DOI: 10.1007/s12033-023-00868-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 08/21/2023] [Indexed: 09/21/2023]
Abstract
The involvement of circular RNAs (circRNAs) in laryngeal squamous cell carcinoma (LSCC) carcinogenesis has gradually been proposed. Herein, we aimed to explore the function and mechanism of circPRRC2C in LSCC. Quantitative real-time polymerase chain reaction (qRT-PCR) and Western blotting were used for detecting the content of genes and proteins. In vitro experiments were conducted using 5-ethynyl-2'-deoxyuridine, colony formation, flow cytometry, and transwell assays. The binding between miR-136-5p and circPRRC2C or Homeobox D11 (HOXD11) was confirmed by using the dual-luciferase reporter assay. The murine xenograft model was established for in vivo analysis. The commercial kit was used for exosome separation. CircPRRC2C is a stable circRNA, and was highly expressed in LSCC tissues and cell lines. Functionally, circPRRC2C deficiency impaired LSCC cell proliferation, migration and invasion but induced cell apoptosis in vitro and impeded tumor growth in vivo, however, circPRRC2C overexpression showed the exact opposite effects. Mechanistically, circPRRC2C directly targeted miR-136-5p, which showed inhibitory effects on the growth and mobility of LSCC cells. Meanwhile, miR-136-5p directly targeted HOXD11, and circPRRC2C/miR-136-5p/HOXD11 formed a feedback loop in LSCC cells. Further rescue assays exhibited that circPRRC2C exerted its effects by miR-136-5p/HOXD11 axis. In addition, circPRRC2C was stably packaged into exosomes and showed potential diagnostic value for LSCC. CircPRRC2C acted as an oncogene to promote LSCC cell oncogenic phenotypes via miR-136-5p/HOXD11 axis, besides, circPRRC2C was stably packaged into exosomes, indicating the potential application of circPRRC2C-targeting agents in the treatment in LSCC.
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Affiliation(s)
- Xiu Peng
- Department of Otolaryngology, Wuhan Hospital of Traditional Chinese Medicine, No.49, Nihuangpi Road, Wuhan, 430022, Hubei, China
| | - Xintian Chen
- College of Life Science, South-Central MinZu University, Wuhan, 430074, China
- College of Resource and Environmental Science, South-Central MinZu University, Wuhan, 430074, China
| | - Shuai Peng
- Hubei Provincial Engineering Laboratory for Clean Production and High Value Utilization of Bio-Based Textile Materials, Wuhan Textile University, Wuhan, 430073, China.
- College of Life Science, South-Central MinZu University, Wuhan, 430074, China.
| | - Yingming Chen
- College of Resource and Environmental Science, South-Central MinZu University, Wuhan, 430074, China
| | - Yong Li
- Department of Otolaryngology, Wuhan Hospital of Traditional Chinese Medicine, No.49, Nihuangpi Road, Wuhan, 430022, Hubei, China.
| | - Yang Tian
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
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14
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Mattavelli D, Wichmann G, Smussi D, Paderno A, Plana MS, Mesia RN, Compagnoni M, Medda A, Chiocca S, Calza S, Zhan Y, Rognoni C, Tarricone R, Stucchi E, Lorini L, Gurizzan C, Khelik K, Hovig E, Dietz A, Piazza C, Bossi P. Is precision medicine the solution to improve organ preservation in laryngeal/hypopharyngeal cancer? A position paper by the Preserve Research Group. Front Oncol 2024; 14:1433333. [PMID: 39165689 PMCID: PMC11333336 DOI: 10.3389/fonc.2024.1433333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Accepted: 07/15/2024] [Indexed: 08/22/2024] Open
Abstract
In locally advanced (LA) laryngeal/hypopharyngeal squamous cell carcinoma (LHSCC), larynx preservation (LP) strategies aim at the cure of the disease while preserving a functional larynx, thus avoiding total laryngectomy and the associated impact on the quality of life. In the last decades, apart from transoral and open-neck organ preservation approaches, several non-surgical regimens have been investigated: radiotherapy alone, alternate, concurrent or sequential chemoradiation, and bioradiotherapy. Despite major progress, the identification of reliable and effective predictors for treatment response remains a clinical challenge. This review examines the current state of LP in LA-LHSCC and the need for predictive factors, highlighting the importance of the PRESERVE trial in addressing this gap. The PRESERVE trial represents a pivotal initiative aimed at finding the optimal therapy for laryngeal preservation specific to each patient through a retrospective analysis of data from previous LP trials and prospectively validating findings. The goal of the PRESERVE trial is to develop a comprehensive predictive classifier that integrates clinical, molecular, and multi-omics data, thereby enhancing the precision and efficacy of patient selection for LP protocols.
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Affiliation(s)
- Davide Mattavelli
- Unit of Otorhinolaryngology – Head and Neck Surgery, ASST Spedali Civili di Brescia, Brescia, Italy
- Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Brescia, Italy
| | - Gunnar Wichmann
- Clinic of Otolaryngology, Head and Neck Surgery, Department of Head Medicine and Oral Health, University Hospital Leipzig, Leipzig, Germany
| | - Davide Smussi
- Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Brescia, Italy
- Unit of Medical Oncology, ASST Spedali Civili di Brescia, Brescia, Italy
| | - Alberto Paderno
- Department of Biomedical Sciences, Humanitas University (Milan), IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Maria Serrahima Plana
- Medical Oncology Department, Institut Català d’Oncologia (ICO-Hospitalet), IDIBELL, Hospitalet de Llobregat, Barcelona, Spain
| | - Ricard Nin Mesia
- Medical Oncology Department, Institut Català d’Oncologia (ICO-Hospitalet), IDIBELL, Hospitalet de Llobregat, Barcelona, Spain
| | - Micaela Compagnoni
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Alessandro Medda
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Susanna Chiocca
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Stefano Calza
- Unit of Biostatistics and Bioinformatics, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Yinxiu Zhan
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Carla Rognoni
- Centre for Research on Health and Social Care Management (CERGAS), SDA Bocconi School of Management, Bocconi University, Milan, Italy
| | - Rosanna Tarricone
- Centre for Research on Health and Social Care Management (CERGAS), SDA Bocconi School of Management, Bocconi University, Milan, Italy
- Department of Social and Political Sciences, Bocconi University, Milan, Italy
| | - Erika Stucchi
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Luigi Lorini
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Cristina Gurizzan
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Ksenia Khelik
- Centre for Bioinformatics, Department of Informatics, University of Oslo, Oslo, Norway
| | - Eivind Hovig
- Centre for Bioinformatics, Department of Informatics, University of Oslo, Oslo, Norway
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Andreas Dietz
- Clinic of Otolaryngology, Head and Neck Surgery, Department of Head Medicine and Oral Health, University Hospital Leipzig, Leipzig, Germany
| | - Cesare Piazza
- Unit of Otorhinolaryngology – Head and Neck Surgery, ASST Spedali Civili di Brescia, Brescia, Italy
- Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Brescia, Italy
| | - Paolo Bossi
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
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15
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Li H, Sun C, Luo B, Zhan C, Li W, Deng L, Kang K, Gou D. Exploring the Spectrum of Long Non-Coding RNA CARMN in Physiological and Pathological Contexts. Biomolecules 2024; 14:954. [PMID: 39199342 PMCID: PMC11353180 DOI: 10.3390/biom14080954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 07/27/2024] [Accepted: 08/02/2024] [Indexed: 09/01/2024] Open
Abstract
Cardiac mesoderm enhancer-associated non-coding RNA (CARMN), an evolutionarily conserved long non-coding RNA (lncRNA), serves as the host gene for the miR143/145 cluster. It plays a crucial role in cardiovascular cell differentiation and the maintenance of vascular smooth muscle cell (VSMC) homeostasis, which are vital for normal physiological processes. Specifically, CARMN is associated with the pathological progression of cardiovascular diseases such as atherosclerosis, abdominal aortic aneurysm, and chronic heart failure. Moreover, it acts as a tumor suppressor in various cancers, including hepatocellular carcinoma, bladder cancer, and breast cancer, highlighting its potential as a beneficial biomarker and therapeutic target. This review provides a detailed examination of the roles of CARMN, its evolutionary conservation, expression patterns, and regulatory mechanisms. It also outlines its significant implications in the diagnosis, prognosis, and treatment of these diseases, underscoring the need for further translational research to exploit its clinical potential.
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Affiliation(s)
- Hui Li
- Department of Biochemistry and Molecular Biology, Shenzhen University Medical School, Shenzhen 518060, China; (H.L.); (C.S.); (B.L.); (C.Z.); (W.L.)
| | - Chuannan Sun
- Department of Biochemistry and Molecular Biology, Shenzhen University Medical School, Shenzhen 518060, China; (H.L.); (C.S.); (B.L.); (C.Z.); (W.L.)
| | - Bin Luo
- Department of Biochemistry and Molecular Biology, Shenzhen University Medical School, Shenzhen 518060, China; (H.L.); (C.S.); (B.L.); (C.Z.); (W.L.)
| | - Chuzhi Zhan
- Department of Biochemistry and Molecular Biology, Shenzhen University Medical School, Shenzhen 518060, China; (H.L.); (C.S.); (B.L.); (C.Z.); (W.L.)
| | - Weitao Li
- Department of Biochemistry and Molecular Biology, Shenzhen University Medical School, Shenzhen 518060, China; (H.L.); (C.S.); (B.L.); (C.Z.); (W.L.)
| | - Lu Deng
- Shenzhen Key Laboratory of Microbial Genetic Engineering, Vascular Disease Research Center, College of Life Sciences and Oceanography, Guangdong Provincial Key Laboratory of Regional Immunity and Disease, Carson International Cancer Center, School of Medicine, Shenzhen University, Shenzhen 518060, China;
| | - Kang Kang
- Department of Biochemistry and Molecular Biology, Shenzhen University Medical School, Shenzhen 518060, China; (H.L.); (C.S.); (B.L.); (C.Z.); (W.L.)
| | - Deming Gou
- Shenzhen Key Laboratory of Microbial Genetic Engineering, Vascular Disease Research Center, College of Life Sciences and Oceanography, Guangdong Provincial Key Laboratory of Regional Immunity and Disease, Carson International Cancer Center, School of Medicine, Shenzhen University, Shenzhen 518060, China;
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16
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Li W, You J, Xue H, Liu Y, Chen J, Zheng X, Chen L, Wu C. Unlocking the potential of HHLA2: identifying functional immune infiltrating cells in the tumor microenvironment and predicting clinical outcomes in laryngeal squamous cell carcinoma. Cancer Immunol Immunother 2024; 73:207. [PMID: 39105870 PMCID: PMC11303638 DOI: 10.1007/s00262-024-03791-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 07/23/2024] [Indexed: 08/07/2024]
Abstract
BACKGROUND HHLA2 (human endogenous retrovirus-H long terminal repeat-associating protein 2) represents a recently identified member of the B7 immune checkpoint family, characterized by limited expression in normal tissues but notable overexpression in various cancer types. Nevertheless, the precise function and interaction with immune cells remain poorly understood, particularly in laryngeal squamous cell carcinoma (LSCC). This investigation endeavored to elucidate the biological significance of HHLA2 within the tumor microenvironment of human LSCC tissues and delineate the clinical relevance and functional roles of HHLA2 in LSCC pathogenesis. METHODS Through multiplexed immunohistochemistry analyses conducted on tissue microarrays sourced from LSCC patients (n = 72), the analysis was executed to assess the expression levels of HHLA2, density and spatial patterns of CD68+HLA-DR+CD163- (M1 macrophages), CTLA-4+CD4+FoxP3+ (CTLA-4+Treg cells), CTLA-4+CD4+FoxP3- (CTLA-4+Tcon cells), exhausted CD8+T cells, and terminally exhausted CD8+T cells in LSCC tissues. Survival analysis was conducted to evaluate the prognostic significance of HHLA2 and these immune checkpoints or immune cell populations, employing COX regression analysis to identify independent prognostic factors. RESULTS Kaplan-Meier (K-M) survival curves revealed a significant association between HHLA2 expression and overall survival (OS) in LSCC. Elevated levels of HHLA2 were linked to reduced patient survival, indicating its potential as a prognostic marker (HR: 3.230, 95%CI 0.9205-11.34, P = 0.0067). Notably, increased infiltration of CD68+ cells (total macrophages), STING+CD68+HLA-DR+CD163- (STING+M1 macrophages), CTLA-4+CD4+FoxP3+, CTLA-4+CD4+FoxP3-, PD-1+LAG-3+CD8+T cells, and PD-1+LAG-3+TIM-3+CD8+T cells strongly linked to poorer survival outcomes (P < 0.05). A discernible trend was observed between the levels of these immune cell populations, STING+CD68+ (STING+ total macrophages), CD68+HLA-DR+CD163-, STING+CD68+CD163+HLA-DR- (STING+M2 macrophages), PD-1+LAG-3-CD8+T cells, PD-1+TIM-3+CD8+T cells, and PD-1+LAG-3+TIM-3-CD8+T cells and prognosis. Importantly, multivariate COX analysis identified HHLA2 as an independent predictive factor for OS in LSCC patients (HR = 3.86, 95% CI 1.08-13.80, P = 0.038). This underscored the potential of HHLA2 as a critical marker for predicting patient outcomes in LSCC. CONCLUSIONS HHLA2 emerged as a detrimental prognostic biomarker for assessing OS in LSCC patients. Relative to other immune checkpoints, HHLA2 exhibited heightened predictive efficacy for the prognosis of LSCC patients.
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Affiliation(s)
- Wenjing Li
- Department of Otorhinolaryngology Head and Neck Surgery, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, 213003, Jiangsu, China
| | - Jianqing You
- Department of Otorhinolaryngology Head and Neck Surgery, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
| | - Haixiang Xue
- Department of Otorhinolaryngology Head and Neck Surgery, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
| | - Yi Liu
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, 213003, Jiangsu, China
- Jiangsu Engineering Research Center for Tumor Immunotherapy, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
- Institute of Cell Therapy, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
| | - Junjun Chen
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, 213003, Jiangsu, China
- Jiangsu Engineering Research Center for Tumor Immunotherapy, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
- Institute of Cell Therapy, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
| | - Xiao Zheng
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, 213003, Jiangsu, China
- Jiangsu Engineering Research Center for Tumor Immunotherapy, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
- Institute of Cell Therapy, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
| | - Lujun Chen
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, 213003, Jiangsu, China.
- Jiangsu Engineering Research Center for Tumor Immunotherapy, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China.
- Institute of Cell Therapy, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China.
| | - Changping Wu
- Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, 213003, Jiangsu, China.
- Jiangsu Engineering Research Center for Tumor Immunotherapy, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China.
- Institute of Cell Therapy, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China.
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17
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Shi R, Yu R, Lian F, Zheng Y, Feng S, Li C, Zheng X. Targeting HSP47 for cancer treatment. Anticancer Drugs 2024; 35:623-637. [PMID: 38718070 DOI: 10.1097/cad.0000000000001612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/13/2024]
Abstract
Heat shock protein 47 (HSP47) serves as an endoplasmic reticulum residing collagen-specific chaperone and plays an important role in collagen biosynthesis and structural assembly. HSP47 is encoded by the SERPINH1 gene, which is located on chromosome 11q13.5, one of the most frequently amplified regions in human cancers. The expression of HSP47 is regulated by multiple cellular factors, including cytokines, transcription factors, microRNAs, and circular RNAs. HSP47 is frequently upregulated in a variety of cancers and plays an important role in tumor progression. HSP47 promotes tumor stemness, angiogenesis, growth, epithelial-mesenchymal transition, and metastatic capacity. HSP47 also regulates the efficacy of tumor therapies, such as chemotherapy, radiotherapy, and immunotherapy. Inhibition of HSP47 expression has antitumor effects, suggesting that targeting HSP47 is a feasible strategy for cancer treatment. In this review, we highlight the function and expression of regulatory mechanisms of HSP47 in cancer progression and point out the potential development of therapeutic strategies in targeting HSP47 in the future.
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Affiliation(s)
- Run Shi
- School of Medicine, Pingdingshan University, Pingdingshan, China
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Yousefnia S. A comprehensive review on lncRNA LOXL1-AS1: molecular mechanistic pathways of lncRNA LOXL1-AS1 in tumorigenicity of cancer cells. Front Oncol 2024; 14:1384342. [PMID: 39136001 PMCID: PMC11317273 DOI: 10.3389/fonc.2024.1384342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 07/15/2024] [Indexed: 08/15/2024] Open
Abstract
Long non-coding RNAs (lncRNAs) are versatile RNAs that regulate various cellular processes, such as gene regulation, by acting as signals, decoys, guides, and scaffolds. A novel recognized lncRNA, LOXL1-antisense RNA 1 (LOXL1-AS1), is dysregulated in some diseases, including cancer, and acts as an oncogenic lncRNA in many types of cancer cells. Upregulation of LOXL1-AS1 has been involved in proliferation, migration, metastasis, and EMT, as well as inhibiting apoptosis in cancer cells. Most importantly, the malignant promoting activity of LOXL1-AS1 can be mostly mediated by sequestering specific miRNAs and inhibiting their binding to the 3´UTR of their target mRNAs, thereby indirectly regulating gene expression. Additionally, LOXL1-AS1 can decoy transcription factors and proteins and prevent their binding to their regulatory regions, inhibiting their mechanistic activity on the regulation of gene expression and signaling pathways. This review presents the mechanistic pathways of the oncogenic role of LOXL1-AS1 by modulating its target miRNAs and proteins in various cancer cells. Having information about the molecular mechanisms regulated by LOXL1-AS1 in cancer cells can open ways to find out particular prognostic biomarkers, as well as discover novel therapeutic approaches for different types of cancer.
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Affiliation(s)
- Saghar Yousefnia
- Department of Cell and Molecular Biology, Semnan University, Semnan, Iran
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Kang Z, Zhang C, Huangfu H. Exosomal lncRNA LINC02191 Promotes Laryngeal Squamous cell Carcinoma Progression by Targeting miR-204-5p/RAB22A Axis and Regulating PI3K/Akt/mTOR Pathway. Biochem Genet 2024; 62:2117-2133. [PMID: 37863866 DOI: 10.1007/s10528-023-10541-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 10/01/2023] [Indexed: 10/22/2023]
Abstract
Recent research has explored the potential use of serum-derived biomarkers in cancer screening, and mounting evidence has illustrated the pivotal roles of long noncoding RNAs (lncRNAs) in regulating laryngeal squamous cell carcinoma (LSCC) progression. LINC02191 is a newly identified lncRNA and no studies have investigated its role in malignant tumors. This study aims to explore the functions and mechanisms of lncRNA LINC02191 in LSCC. LINC02191 was knocked down in LSCC cells using shRNAs for loss-of-function experiments. RT-qPCR revealed that LINC02191 was upregulated in LSCC patients' serum exosomes, tissues and cells. Western blotting and RT-qPCR were implemented for detecting molecular protein and RNA levels. Colony formation, CCK-8, wound healing and Transwell assays were employed for examining LSCC cell malignant behaviors in vitro. A tumor-bearing mouse model (n = 4/group) was established for examining LINC02191 role in vivo. The results showed that LINC02191 silencing hindered LSCC cell proliferation, invasiveness, migration as well as EMT in vitro and impeded tumorigenesis in xenograft mouse model. Luciferase reporter assay was utilized for verifying the interaction between LINC02191, miR-204-5p and RAB22A. Pearson correlation analysis was employed to evaluate their expression correlation in LSCC tissue specimens (N = 30). Mechanistically, LINC02191 upregulated RAB22A by binding to miR-204-5p, and knocking down LINC02191 inhibited PI3K/Akt/mTOR signaling transduction in LSCC cells and tumor-bearing mice. Moreover, RAB22A overexpression reversed LINC02191 depletion-triggered suppression of LSCC cell aggressiveness and inactivation of PI3K/Akt/mTOR signaling. In conclusion, LINC02191 aggravates LSCC by targeting miR-204-5p/RAB22A/PI3K/Akt/mTOR signaling pathway, which indicates that LINC02191 may serve as a promising target for LSCC treatment.
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Affiliation(s)
- Zhiwei Kang
- Department of Otolaryngology Head & Neck Surgery, Shanxi Key Laboratory of Otorhinolaryngology Head and Neck Cancer, Shanxi Clinical Medical Research Center for Precision Medicine of Head and Neck Cancer, First Hospital of Shanxi Medical University, Taiyuan, 030001, China
| | - Chunming Zhang
- Department of Otolaryngology Head & Neck Surgery, Shanxi Key Laboratory of Otorhinolaryngology Head and Neck Cancer, Shanxi Clinical Medical Research Center for Precision Medicine of Head and Neck Cancer, First Hospital of Shanxi Medical University, Taiyuan, 030001, China
| | - Hui Huangfu
- Department of Otolaryngology Head & Neck Surgery, Shanxi Key Laboratory of Otorhinolaryngology Head and Neck Cancer, Shanxi Clinical Medical Research Center for Precision Medicine of Head and Neck Cancer, First Hospital of Shanxi Medical University, Taiyuan, 030001, China.
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20
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Schuster J, Wendler O, Pesold VV, Koch M, Sievert M, Balk M, Rupp R, Mueller SK. Exosomal Serum Biomarkers as Predictors for Laryngeal Carcinoma. Cancers (Basel) 2024; 16:2028. [PMID: 38893148 PMCID: PMC11171163 DOI: 10.3390/cancers16112028] [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: 04/01/2024] [Revised: 05/18/2024] [Accepted: 05/19/2024] [Indexed: 06/21/2024] Open
Abstract
BACKGROUND The lack of screening methods for LSCC is a critical issue, as treatment options and the treatment outcome greatly depend on the stage of LSCC at initial diagnosis. Therefore, the objective of this study was to identify potential exosomal serum biomarkers that can diagnose LSCC and distinguish between early- and late-stage disease. METHODS A multiplexed proteomic array was used to identify differentially expressed proteins in exosomes isolated from the serum samples of LSCC patients compared to the control group (septorhinoplasty, SRP). The most promising proteins for diagnosis and differentiation were calculated using biostatistical methods and were validated by immunohistochemistry (IHC), Western blots (WB), and ELISA. RESULTS Exosomal insulin-like growth factor binding protein 7 (IGFBP7) and Annexin A1 (ANXA1) were the most promising exosomal biomarkers for distinguishing between control and LSCC patients and also between different stages of LSCC (fold change up to 15.9, p < 0.001 for all). CONCLUSION The identified proteins represent potentially novel non-invasive biomarkers. However, these results need to be validated in larger cohorts with a long-term follow-up. Exosomal biomarkers show a superior signal-to-noise ratio compared to whole serum and may therefore be an important tool for non-invasive biomarker profiling for laryngeal carcinoma in the future.
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Affiliation(s)
| | | | | | | | | | | | | | - Sarina Katrin Mueller
- Department of Otolaryngology, Head and Neck Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg, Waldstrasse 1, 91054 Erlangen, Germany; (J.S.); (O.W.); (V.-V.P.); (M.K.); (M.S.); (M.B.); (R.R.)
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21
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Fang X, Tong W, Wu S, Zhu Z, Zhu J. The role of intratumoral microorganisms in the progression and immunotherapeutic efficacy of head and neck cancer. ONCOLOGIE 2024; 26:349-360. [DOI: 10.1515/oncologie-2023-0511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
Abstract
Abstract
The effectiveness of cancer immunization is largely dependent on the tumor’s microenvironment, especially the tumor immune microenvironment. Emerging studies say microbes exist in tumor cells and immune cells, suggesting that these microbes can affect the state of the immune microenvironment of the tumor. Our comprehensive review navigates the intricate nexus between intratumoral microorganisms and their role in tumor biology and immune modulation. Beginning with an exploration of the historical acknowledgment of microorganisms within tumors, the article underscores the evolution of the tumor microenvironment (TME) and its subsequent implications. Using findings from recent studies, we delve into the unique bacterial compositions across different tumor types and their influence on tumor growth, DNA damage, and immune regulation. Furthermore, we illuminate the potential therapeutic implications of targeting these intratumoral microorganisms, emphasizing their multifaceted roles from drug delivery agents to immunotherapy enhancers. As advancements in next-generation sequencing (NGS) technology redefine our understanding of the tumor microbiome, the article underscores the importance of discerning their precise role in tumor progression and tailoring therapeutic interventions. The review culminates by emphasizing ongoing challenges and the pressing need for further research to harness the potential of intratumoral microorganisms in cancer care.
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Affiliation(s)
- Xuzhe Fang
- The Fourth School of Clinical Medicine , Zhejiang Chinese Medical University , Hangzhou , China
| | - Weihong Tong
- The Fourth School of Clinical Medicine , Zhejiang Chinese Medical University , Hangzhou , China
| | - Sheng Wu
- The Fourth School of Clinical Medicine , Zhejiang Chinese Medical University , Hangzhou , China
| | - Zhengyong Zhu
- The Fourth School of Clinical Medicine , Zhejiang Chinese Medical University , Hangzhou , China
| | - Jin Zhu
- Department of Otorhinolaryngology and Head Neck Surgery, Affiliated Hangzhou First People’s Hospital , Zhejiang University School of Medicine , Hangzhou , China
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22
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Gallus R, Rizzo D, Rossi G, Mureddu L, Galli J, Artuso A, Bussu F. p16 Expression in Laryngeal Squamous Cell Carcinoma: A Surrogate or Independent Prognostic Marker? Pathogens 2024; 13:100. [PMID: 38392838 PMCID: PMC10892421 DOI: 10.3390/pathogens13020100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Revised: 01/21/2024] [Accepted: 01/22/2024] [Indexed: 02/25/2024] Open
Abstract
Laryngeal squamous cell carcinoma (LSCC) is a common malignancy that, despite scientific advancements, has not seen an improvement in its prognosis in the last decades. Few promising predictive markers have been found and none are relevant in clinical practice. p16ink4a, an oncosuppressor protein involved in cell cycle arrest, with a prognostic impact on other cancers, has been widely used in the head and neck region as a surrogate marker of HPV infection. Published papers and recent meta-analyses seem to minimize the biological role of HPV in the context of LSCC's cancerogenesis, and to disprove the reliability of p16ink4a as a surrogate prognostic marker in this context, while still highlighting its potential role as an independent predictor of survival. Unfortunately, the available literature, in particular during the last two decades, is often not focused on its potential role as an independent biomarker and few relevant data are found in papers mainly focused on HPV. The available data suggest that future research should focus specifically on p16ink4a, taking into account both its potential inactivation and overexpression, different patterns of staining, and immunohistochemistry cutoffs, and should focus not on its potential role as a surrogate marker but on its independent role as a predictor of survival.
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Affiliation(s)
- Roberto Gallus
- Otolaryngology, Mater Olbia Hospital, 07026 Olbia, Italy; (R.G.); (A.A.)
| | - Davide Rizzo
- U.O.C. Otorinolaringoiatria, Azienda Ospedaliero Universitaria di Sassari, Viale San Pietro, 43, 07100 Sassari, Italy; (D.R.); (F.B.)
- Otolaryngology Division, Department of Medicine, Surgery and Pharmacology, University of Sassari, Viale San Pietro, 43, 07100 Sassari, Italy
| | - Giorgia Rossi
- Unit of Otorhinolaryngology and Head-Neck Surgery, “A. Gemelli” Hospital Foundation IRCCS, 00168 Rome, Italy; (G.R.); (J.G.)
| | - Luca Mureddu
- U.O.C. Otorinolaringoiatria, Azienda Ospedaliero Universitaria di Sassari, Viale San Pietro, 43, 07100 Sassari, Italy; (D.R.); (F.B.)
| | - Jacopo Galli
- Unit of Otorhinolaryngology and Head-Neck Surgery, “A. Gemelli” Hospital Foundation IRCCS, 00168 Rome, Italy; (G.R.); (J.G.)
- Department of Head-Neck and Sensory Organs, Catholic University of Sacred Heart, 00168 Rome, Italy
| | - Alberto Artuso
- Otolaryngology, Mater Olbia Hospital, 07026 Olbia, Italy; (R.G.); (A.A.)
| | - Francesco Bussu
- U.O.C. Otorinolaringoiatria, Azienda Ospedaliero Universitaria di Sassari, Viale San Pietro, 43, 07100 Sassari, Italy; (D.R.); (F.B.)
- Otolaryngology Division, Department of Medicine, Surgery and Pharmacology, University of Sassari, Viale San Pietro, 43, 07100 Sassari, Italy
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23
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Koca T, Cetmi DA, Aksoy RA, Korcum AF. The Predictive Role of Inflammatory Biomarkers in Patients With Larynx Cancer Undergoing Definitive Radiotherapy. Technol Cancer Res Treat 2024; 23:15330338241280433. [PMID: 39196647 PMCID: PMC11363246 DOI: 10.1177/15330338241280433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2024] [Revised: 08/16/2024] [Accepted: 07/24/2024] [Indexed: 08/30/2024] Open
Abstract
Inflammation plays an important role in the process of cancer development. The number of studies evaluating the ability of inflammatory biomarkers to predict survival has increased in recent years. This study aimed to comprehensively evaluate the predictive role of inflammatory biomarkers in patients with larynx cancer undergoing definitive radiotherapy. A total of 101 patients who underwent definitive radiotherapy for larynx cancer at our center were retrospectively examined. Blood samples were taken from the patients before radiotherapy to obtain biomarkers such as C-reactive protein (CRP), neutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR), monocyte-lymphocyte ratio (MLR), systemic immune-inflammation index (SII), pan-immune inflammatory value (PIV), hemo-eosinophil inflammation index (HEI), albumin, and Lactate dehydrogenase (LDH). The study examined the predictive value of parameters for progression-free survival (PFS), local recurrence-free survival (LRFS), and overall survival (OS) using both univariate and multivariate Cox regression analysis. In the univariate analysis, the biomarkers that predicted PFS were SII, PIV, CRP, and Eastern Cooperative Oncology Group Performance Status (ECOG PS). According to the multivariate analysis, only CRP was found to be a significant predictor of PFS. In the univariate analysis, the following biomarkers were found to predict OS: NLR, PLR, MLR, SII, PIV, CRP, HEI, stage, and ECOG PS. In the multivariate analysis, NLR and ECOG PS were found to be predictors of OS. A significant difference was found in MLR, PIV, and CRP values based on the presence of lymphatic metastasis. The current study is the first to comprehensively examine the relationship between larynx cancer and several inflammatory biomarkers. Many of these biomarkers have been shown to predict both PFS and OS in patients with larynx cancer undergoing definitive radiotherapy. It has been shown that PIV and CRP may predict the presence of lymphatic metastases in addition to PFS and OS.
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Affiliation(s)
- Timur Koca
- Department of Radiation Oncology, Akdeniz University School of Medicine, Antalya, Turkey
| | - Durmus Ali Cetmi
- Department of Radiation Oncology, Akdeniz University School of Medicine, Antalya, Turkey
| | - Rahmi Atil Aksoy
- Department of Radiation Oncology, Akdeniz University School of Medicine, Antalya, Turkey
| | - Aylin Fidan Korcum
- Department of Radiation Oncology, Akdeniz University School of Medicine, Antalya, Turkey
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24
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Wu Q, Yang Y, Lin C. Exploration of Diagnostic Markers Associated with Inflammation in Chronic Kidney Disease Based on WGCNA and Machine Learning. Crit Rev Immunol 2024; 44:15-25. [PMID: 38618725 DOI: 10.1615/critrevimmunol.2024051277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/16/2024]
Abstract
Chronic kidney disease (CKD) is a common disorder related to inflammatory pathways; its effective management remains limited. This study aimed to use bioinformatics analysis to find diagnostic markers that might be therapeutic targets for CKD. CKD microarray datasets were screened from the GEO database and the differentially expressed genes (DEGs) in CKD dataset GSE98603 were analyzed. Gene set variation analysis (GSVA) was used to explore the activity scores of the inflammatory pathways and samples. Algorithms such as weighted gene co-expression network analysis (WGCNA) and Lasso were used to screen CKD diagnostic markers related to inflammation. Then functional enrichment analysis of inflammation-related DEGs was performed. ROC curves were conducted to examine the diagnostic value of inflammation-related hub-genes. Lastly, quantitative real-time PCR further verified the prediction of bioinformatics. A total of 71 inflammation-related DEGs were obtained, of which 5 were hub genes. Enrichment analysis showed that these genes were significantly enriched in inflammation-related pathways (NF-κB, JAK-STAT, and MAPK signaling pathways). ROC curves showed that the 5 CKD diagnostic markers (TIGD7, ACTA2, ACTG2, MAP4K4, and HOXA11) also exhibited good diagnostic value. In addition, TIGD7, ACTA2, ACTG2, and HOXA11 expression was downregulated while MAP4K4 expression was upregulated in LPS-induced HK-2 cells. The present study identified TIGD7, ACTA2, ACTG2, MAP4K4, and HOXA11 as reliable CKD diagnostic markers, thereby providing a basis for further understanding of CKD in clinical treatments.
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Affiliation(s)
- Qianjia Wu
- Department of Nephrology, Wenzhou TCM Hospital of Zhejiang Chinese Medical University, Wenzhou, Zhejiang, 325000, China
| | - Yang Yang
- Wenzhou TCM Hospital of Zhejiang Chinese Medical University
| | - Chongze Lin
- Department of Nephrology, Wenzhou TCM Hospital of Zhejiang Chinese Medical University, Wenzhou, Zhejiang, 325000, China
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25
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Thanasan S, Ruangritchankul K, Kitkumthorn N, Keelawat S, Mahattanasakul P. Protein expression analysis for predicting recurrent laryngeal squamous cell carcinoma. Biomed Rep 2024; 20:15. [PMID: 38124771 PMCID: PMC10731163 DOI: 10.3892/br.2023.1702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Accepted: 11/13/2023] [Indexed: 12/23/2023] Open
Abstract
The expression of a number of proteins plays a major role in predicting recurrent laryngeal squamous cell carcinoma (LSCC). Thus, the aim of the present study was to investigate the expression of 16 selected proteins as prognostic indicators for recurrent and non-recurrent LSCC. Samples from a total of 41 patients with LSCC were investigated by immunohistochemistry. Digital image analysis was performed, and various associated factors were calculated. Histoscore (H-score) and receiver operating characteristic curves were used to divide protein expression in high and low for predicting disease recurrence. Disease-free survival (DFS) curves, crude hazard ratios (HRs) and adjusted HRs were analyzed and compared. Significantly different H-scores were found between the recurrent and non-recurrent groups in terms of pRb and c-Met expression. pRb was expressed at high levels in recurrent LSCC, while c-Met was expressed at low levels. Patients with low pRb expression had a longer DFS than those with high pRb expression (log-rank χ2, 5.161; P=0.023). Patients with high c-Met expression had a longer DFS than those with low c-Met expression (log-rank χ2, 6.441; P=0.011). Moreover, patients with high pRb expression and low c-Met expression had the shortest DFS (log-rank χ2, 11.827; P=0.008). Differentiated histological factors had an impact on the risk of recurrence (Cox regression test; crude HR, 9.53; 95% confidence interval, 1.214-74.819; P=0.032). The present study demonstrated that the grading of differentiated squamous cell carcinoma, pRb and c-Met expression are the most useful prognostic factors for the prediction of recurrent LSCC. These might be further applied as potential markers for clinical use.
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Affiliation(s)
- Siwaporn Thanasan
- Department of Pathology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Komkrit Ruangritchankul
- Special Task Force for Activating Research, Department of Pathology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Nakarin Kitkumthorn
- Department of Oral Biology, Faculty of Dentistry, Mahidol University, Bangkok 10400, Thailand
| | - Somboon Keelawat
- Special Task Force for Activating Research, Department of Pathology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Patnarin Mahattanasakul
- Department of Otolaryngology, Head and Neck Surgery, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
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26
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Verro B, Saraniti C, Carlisi D, Chiesa-Estomba C, Maniaci A, Lechien JR, Mayo M, Fakhry N, Lauricella M. Biomarkers in Laryngeal Squamous Cell Carcinoma: The Literature Review. Cancers (Basel) 2023; 15:5096. [PMID: 37894464 PMCID: PMC10604942 DOI: 10.3390/cancers15205096] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 10/13/2023] [Accepted: 10/20/2023] [Indexed: 10/29/2023] Open
Abstract
Laryngeal squamous cell carcinoma (LSCC) is the second most common cancer among head and neck cancers. Despite a lower incidence of laryngeal carcinoma, new diagnostic techniques, and more targeted therapies, the overall survival has not changed significantly in the last decades, leading to a negative prognosis in advanced stages. Recently, several studies have focused on the identification of biomarkers that may play a critical role in the pathogenesis of LSCC. Reviewing the literature on the main databases, this study aims to investigate the role of some biomarkers in LSCC that are correlated with oxidative stress and inflammation: heat shock proteins; metallothioneins; nuclear factor erythroid 2-related factor 2; heme oxygenase; cyclooxygenase-2; and micro ribonucleic acids. This review shows that biomarker expression depends on the type, grade of differentiation, stage, and site of carcinoma. In addition, the role of these biomarkers in LSCC is still little-known and little-studied. However, the study of biomarker expression and the detection of a possible correlation with patients' epidemiological, clinicopathological, and therapeutics data may lead to better awareness and knowledge of the tumor, to the identification of the best therapeutic strategy, and the most proper follow-up protocol tailored for each patient. In conclusion, the achievement of these goals may improve the prognosis of LSCC patients.
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Affiliation(s)
- Barbara Verro
- Division of Otorhinolaryngology, Department of Biomedicine, Neuroscience and Advanced Diagnostic, University of Palermo, 90127 Palermo, Italy;
| | - Carmelo Saraniti
- Division of Otorhinolaryngology, Department of Biomedicine, Neuroscience and Advanced Diagnostic, University of Palermo, 90127 Palermo, Italy;
| | - Daniela Carlisi
- Section of Biochemistry, Department of Biomedicine, Neuroscience and Advanced Diagnostic, University of Palermo, 90127 Palermo, Italy; (D.C.); (M.L.)
| | - Carlos Chiesa-Estomba
- Head and Neck Surgery Research Group of Young Otolaryngologists of International Federation of Otorhinolaryngological Societies (YO-IFOS), 75000 Paris, France; (C.C.-E.); (A.M.); (J.R.L.); (M.M.); (N.F.)
- Otorhinolaryngology-Head & Neck Surgery Department, Donostia University Hospital, Biodonostia Research Institute, Faculty of Medicine, Deusto University, 20014 Donostia, Spain
| | - Antonino Maniaci
- Head and Neck Surgery Research Group of Young Otolaryngologists of International Federation of Otorhinolaryngological Societies (YO-IFOS), 75000 Paris, France; (C.C.-E.); (A.M.); (J.R.L.); (M.M.); (N.F.)
- Faculty of Medicine and Surgery, University of Enna “Kore”, 94100 Enna, Italy
| | - Jerome R. Lechien
- Head and Neck Surgery Research Group of Young Otolaryngologists of International Federation of Otorhinolaryngological Societies (YO-IFOS), 75000 Paris, France; (C.C.-E.); (A.M.); (J.R.L.); (M.M.); (N.F.)
- Division of Laryngology and Bronchoesophagology, Department of Otolaryngology-Head and Neck Surgery, Epicura Hospital, University of Mons, B7000 Mons, Belgium
| | - Miguel Mayo
- Head and Neck Surgery Research Group of Young Otolaryngologists of International Federation of Otorhinolaryngological Societies (YO-IFOS), 75000 Paris, France; (C.C.-E.); (A.M.); (J.R.L.); (M.M.); (N.F.)
- Department of Otorhinolaryngology—Head and Neck Surgery, Complexo Hospitalario Universitario A Coruña (CHUAC), 15006 A Coruña, Spain
- Department of Otorhinolaryngology—Head and Neck Surgery, Hospital San Rafael (HSR), 15006 A Coruña, Spain
| | - Nicolas Fakhry
- Head and Neck Surgery Research Group of Young Otolaryngologists of International Federation of Otorhinolaryngological Societies (YO-IFOS), 75000 Paris, France; (C.C.-E.); (A.M.); (J.R.L.); (M.M.); (N.F.)
- Department of Oto-Rhino-Laryngology Head and Neck Surgery, La Conception University Hospital, Assistance Publique—Hopitaux de Marseille, Aix Marseille University, 13005 Marseille, France
| | - Marianna Lauricella
- Section of Biochemistry, Department of Biomedicine, Neuroscience and Advanced Diagnostic, University of Palermo, 90127 Palermo, Italy; (D.C.); (M.L.)
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27
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Jiang XF, Jiang WJ. The construction and validation of ECM-related prognosis model in laryngeal squamous cell carcinoma. Heliyon 2023; 9:e19907. [PMID: 37809868 PMCID: PMC10559327 DOI: 10.1016/j.heliyon.2023.e19907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 08/23/2023] [Accepted: 09/05/2023] [Indexed: 10/10/2023] Open
Abstract
Background Laryngeal squamous cell carcinoma (LSCC) is a kind of common and aggressive tumor with high mortality. The application of molecular biomarkers is useful for the early diagnosis and treatment of LSCC. Methods The expression and clinical information were obtained from The Cancer Genome Atlas (TCGA) database. Principal components analysis (PCA) was used to discriminate between LSCC and normal samples. The hub genes were screened out through univariate and multivariate cox analyses. The Kaplan-Meier (K-M) and receiver operating characteristic (ROC) curve was used to validate the predictive performance. The single sample gene set enrichment analysis (ssGSEA), Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis were used to determine the enrichment function. Protein-Protein Interaction (PPI) network was constructed in STRING. The immune analysis was performed by ESTIMATE, IPS and xCELL. The drug sensitivity was identified with GSCA database. Results We identified that 47 extracellular matrix (ECM) genes were differentially expressed in LSCC compared with normal group. Univariate and multivariate cox analysis determined that leucine-rich glioma-inactivated 4 (LGI4), matrilin 4 (MATN4), microfibrillar-associated protein 2 (MFAP2) and fibrinogen like 2 (FGL2) were closely related to the disease free survival (DSS) of LSCC. ROC curve determined that the risk model has a good predictive performance. PPI network showed the top 100 genes with high correlation of hub genes. The ssGSEA, GO and KEGG enrichment analyses determined that immune response was significantly involved in the development of LSCC. Immune infiltration analysis showed that most immune cells and immune checkpoints were inhibited in high risk score group. Drug sensitivity analysis showed that MATN4, FGL2 and LGI4 were negatively related to various drugs, while MFAP2 was positively related to many drugs. Conclusion We established a risk model constructed with four ECM-related genes, which could effectively predict the prognosis of LSCC.
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Affiliation(s)
- Xue-Fan Jiang
- Department of Otolaryngology, Center of Otolaryngology-head and Neck Surgery, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China
| | - Wen-Jing Jiang
- Department of Otolaryngology, Center of Otolaryngology-head and Neck Surgery, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China
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28
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Liberale C, Soloperto D, Marchioni A, Monzani D, Sacchetto L. Updates on Larynx Cancer: Risk Factors and Oncogenesis. Int J Mol Sci 2023; 24:12913. [PMID: 37629093 PMCID: PMC10454133 DOI: 10.3390/ijms241612913] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 08/14/2023] [Accepted: 08/15/2023] [Indexed: 08/27/2023] Open
Abstract
Laryngeal cancer is a very common tumor in the upper aero-digestive tract. Understanding its biological mechanisms has garnered significant interest in recent years. The development of laryngeal squamous cell carcinoma (LSCC) follows a multistep process starting from precursor lesions in the epithelium. Various risk factors have been associated with laryngeal tumors, including smoking, alcohol consumption, opium use, as well as infections with HPV and EBV viruses, among others. Cancer development involves multiple steps, and genetic alterations play a crucial role. Tumor suppressor genes can be inactivated, and proto-oncogenes may become activated through mechanisms like deletions, point mutations, promoter methylation, and gene amplification. Epigenetic modifications, driven by miRNAs, have been proven to contribute to LSCC development. Despite advances in molecular medicine, there are still aspects of laryngeal cancer that remain poorly understood, and the underlying biological mechanisms have not been fully elucidated. In this narrative review, we examined the literature to analyze and summarize the main steps of carcinogenesis and the risk factors associated with laryngeal cancer.
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Affiliation(s)
- Carlotta Liberale
- Unit of Otorhinolaryngology, Head & Neck Department, University of Verona, Piazzale L.A. Scuro 10, 37134 Verona, Italy; (C.L.); (D.M.); (L.S.)
| | - Davide Soloperto
- Unit of Otorhinolaryngology, Head & Neck Department, University of Verona, Piazzale L.A. Scuro 10, 37134 Verona, Italy; (C.L.); (D.M.); (L.S.)
| | | | - Daniele Monzani
- Unit of Otorhinolaryngology, Head & Neck Department, University of Verona, Piazzale L.A. Scuro 10, 37134 Verona, Italy; (C.L.); (D.M.); (L.S.)
| | - Luca Sacchetto
- Unit of Otorhinolaryngology, Head & Neck Department, University of Verona, Piazzale L.A. Scuro 10, 37134 Verona, Italy; (C.L.); (D.M.); (L.S.)
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Sireci F, Lorusso F, Dispenza F, Immordino A, Gallina S, Salvago P, Martines F, Bonaventura G, Uzzo ML, Spatola GF. A Prospective Observational Study on the Role of Immunohistochemical Expression of Orphanin in Laryngeal Squamous Cell Carcinoma Recurrence. J Pers Med 2023; 13:1211. [PMID: 37623462 PMCID: PMC10455511 DOI: 10.3390/jpm13081211] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 07/21/2023] [Accepted: 07/29/2023] [Indexed: 08/26/2023] Open
Abstract
To date, histological biomarkers expressed by laryngeal cancer are poorly known. The identification of biomarkers associated with laryngeal squamous cell carcinoma (SCC), would help explain the tumorogenesis and prevent the possible recurrence of the lesion after treatment. For this reason, the aim of this study is to investigate, for the first time, the Orphanin expression in 48 human specimens of laryngeal SCC and evaluate its possible correlation with patients prognosis. We analyzed pathological specimens from 48 patients with laryngeal SCC to detect the presence of Orphanin by using an immunohistochemistry test. We compared the findings with healthy tissue acquired from patients who underwent surgery for mesenchymal benign tumours of the larynx. The specimens were stained with anti-Orphanin monoclonal antibodies. Results were processed through a computerised image analysis system to determine a scale of staining intensity. All the tumoural specimens examined showed a significant immunoreaction for Orphanin when compared with healthy tissues (p < 0.05) but with a different immune reactivity related to clinical-pathological features. A high Orphanin expression was not significantly related to Histological Grading (HG), TNM, and stage (p > 0.05). In the multivariate analysis, the Orphanin expression was significantly related only to the malignant recurrence (p < 0.05). Our study suggests that Orphanin could have a role in tumorigenesis by increasing the recurrence of cancer; therefore, it should be further explored as a possible biomarker for laryngeal cancer.
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Affiliation(s)
- Federico Sireci
- Otorhinolaryngology Section, Biomedicine, Neuroscience and Advanced Diagnosics Department, University of Palermo, Via del Vespro 129, 133, 90127 Palermo, Italy; (F.S.); (F.L.); (F.D.); (S.G.)
| | - Francesco Lorusso
- Otorhinolaryngology Section, Biomedicine, Neuroscience and Advanced Diagnosics Department, University of Palermo, Via del Vespro 129, 133, 90127 Palermo, Italy; (F.S.); (F.L.); (F.D.); (S.G.)
| | - Francesco Dispenza
- Otorhinolaryngology Section, Biomedicine, Neuroscience and Advanced Diagnosics Department, University of Palermo, Via del Vespro 129, 133, 90127 Palermo, Italy; (F.S.); (F.L.); (F.D.); (S.G.)
| | - Angelo Immordino
- Otorhinolaryngology Section, Biomedicine, Neuroscience and Advanced Diagnosics Department, University of Palermo, Via del Vespro 129, 133, 90127 Palermo, Italy; (F.S.); (F.L.); (F.D.); (S.G.)
| | - Salvatore Gallina
- Otorhinolaryngology Section, Biomedicine, Neuroscience and Advanced Diagnosics Department, University of Palermo, Via del Vespro 129, 133, 90127 Palermo, Italy; (F.S.); (F.L.); (F.D.); (S.G.)
| | - Pietro Salvago
- Audiology Section, Biomedicine, Neuroscience and Advanced Diagnosics Department, University of Palermo, Via del Vespro 129, 133, 90127 Palermo, Italy; (P.S.); (F.M.)
| | - Francesco Martines
- Audiology Section, Biomedicine, Neuroscience and Advanced Diagnosics Department, University of Palermo, Via del Vespro 129, 133, 90127 Palermo, Italy; (P.S.); (F.M.)
| | - Giuseppe Bonaventura
- Histology and Embriology Section, Biomedicine, Neuroscience and Advanced Diagnosics Department, University of Palermo, Via del Vespro 129, 133, 90127 Palermo, Italy; (G.B.); (M.L.U.); (G.F.S.)
| | - Maria Laura Uzzo
- Histology and Embriology Section, Biomedicine, Neuroscience and Advanced Diagnosics Department, University of Palermo, Via del Vespro 129, 133, 90127 Palermo, Italy; (G.B.); (M.L.U.); (G.F.S.)
| | - Giovanni Francesco Spatola
- Histology and Embriology Section, Biomedicine, Neuroscience and Advanced Diagnosics Department, University of Palermo, Via del Vespro 129, 133, 90127 Palermo, Italy; (G.B.); (M.L.U.); (G.F.S.)
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Valjarevic S, Jovanovic MB, Miladinovic N, Cumic J, Dugalic S, Corridon PR, Pantic I. Gray-Level Co-occurrence Matrix Analysis of Nuclear Textural Patterns in Laryngeal Squamous Cell Carcinoma: Focus on Artificial Intelligence Methods. MICROSCOPY AND MICROANALYSIS : THE OFFICIAL JOURNAL OF MICROSCOPY SOCIETY OF AMERICA, MICROBEAM ANALYSIS SOCIETY, MICROSCOPICAL SOCIETY OF CANADA 2023; 29:1220-1227. [PMID: 37749686 DOI: 10.1093/micmic/ozad042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 03/05/2023] [Accepted: 03/10/2023] [Indexed: 09/27/2023]
Abstract
Gray-level co-occurrence matrix (GLCM) and discrete wavelet transform (DWT) analyses are two contemporary computational methods that can identify discrete changes in cell and tissue textural features. Previous research has indicated that these methods may be applicable in the pathology for identification and classification of various types of cancers. In this study, we present findings that squamous epithelial cells in laryngeal carcinoma, which appear morphologically intact during conventional pathohistological evaluation, have distinct nuclear GLCM and DWT features. The average values of nuclear GLCM indicators of these cells, such as angular second moment, inverse difference moment, and textural contrast, substantially differ when compared to those in noncancerous tissue. In this work, we also propose machine learning models based on random forests and support vector machine that can be successfully trained to separate the cells using GLCM and DWT quantifiers as input data. We show that, based on a limited cell sample, these models have relatively good classification accuracy and discriminatory power, which makes them suitable candidates for future development of AI-based sensors potentially applicable in laryngeal carcinoma diagnostic protocols.
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Affiliation(s)
- Svetlana Valjarevic
- University of Belgrade, Faculty of Medicine, Clinical Hospital Center "Zemun", Vukova 9, RS-11080 Belgrade, Serbia
| | - Milan B Jovanovic
- University of Belgrade, Faculty of Medicine, Clinical Hospital Center "Zemun", Vukova 9, RS-11080 Belgrade, Serbia
| | - Nenad Miladinovic
- University of Belgrade, Faculty of Medicine, Clinical Hospital Center "Zemun", Vukova 9, RS-11080 Belgrade, Serbia
| | - Jelena Cumic
- University of Belgrade, Faculty of Medicine, University Clinical Centre of Serbia, Dr. Koste Todorovića 8, RS-11129, Belgrade, Serbia
| | - Stefan Dugalic
- University of Belgrade, Faculty of Medicine, University Clinical Centre of Serbia, Dr. Koste Todorovića 8, RS-11129, Belgrade, Serbia
| | - Peter R Corridon
- Department of Immunology and Physiology, College of Medicine and Health Sciences, Khalifa University of Science and Technology, Shakhbout Bin Sultan St - Hadbat Al Za'faranah - Zone 1 - Abu Dhabi, UAE
- Biomedical Engineering, Healthcare Engineering Innovation Center, Khalifa University of Science and Technology, Shakhbout Bin Sultan St - Hadbat Al Za'faranah - Zone 1 - Abu Dhabi, UAE
- Center for Biotechnology, Khalifa University of Science and Technology, Shakhbout Bin Sultan St - Hadbat Al Za'faranah - Zone 1 - Abu Dhabi, UAE
| | - Igor Pantic
- University of Belgrade, Faculty of Medicine, Department of Medical Physiology, Višegradska 26/2, RS-11129 Belgrade, Serbia
- Department of Pharmacology, College of Medicine and Health Sciences, Khalifa University of Science and Technology, Shakhbout Bin Sultan St - Hadbat Al Za'faranah - Zone 1 - Abu Dhabi, UAE
- University of Haifa, 199 Abba Hushi Blvd, Mount Carmel, Haifa IL-3498838, Israel
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Pasvenskaite A, Liutkeviciene R, Gedvilaite G, Vilkeviciute A, Liutkevicius V, Uloza V. The survival rate of laryngeal squamous cell carcinoma: impact of IL1RAP rs4624606, IL1RL1 rs1041973, IL-6 rs1800795, BLK rs13277113, and TIMP3 rs9621532 single nucleotide polymorphisms. Discov Oncol 2023; 14:8. [PMID: 36682035 PMCID: PMC9867797 DOI: 10.1007/s12672-023-00619-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 01/16/2023] [Indexed: 01/23/2023] Open
Abstract
PURPOSE Results of laryngeal squamous cell carcinoma (LSCC) treatment and the 5 year survival rate of these patients remain poor. To purify therapeutic targets, investigation of new specific and prognostic blood-based markers for LSCC development is essential. METHODS In the present study, we evaluated five single nucleotide polymorphisms (SNPs): IL1RAP rs4624606, IL1RL1 rs1041973, IL-6 rs1800795, BLK rs13277113, and TIMP3 rs9621532, and determined their associations with the patients' 5 year survival rate. Also, we performed a detailed statistical analysis of different LSCC patients' characteristics impact on their survival rate. RESULTS Three hundred fifty-three LSCC patients and 538 control subjects were included in this study. The multivariable Cox regression analysis revealed a significant association between patients' survival rate and distribution of IL1RAP rs4624606 variants: patients carrying AT genotype at IL1RAP rs4624606 had a lower risk of death (p = 0.044). Also, it was revealed that tumor size (T) (p = 0.000), tumor differentiation grade (G) (p = 0.015), and IL1RAP rs4624606 genotype (p = 0.044) were effective variables in multivariable Cox regression analysis prognosing survival of LSCC patients. The specific-LSCC 5 year survival rate was 77%. CONCLUSIONS In summary, our findings indicate that the genotypic distribution of IL1RAP rs4624606 influences the 5 year survival rate of LSCC patients. The results of the present study facilitate a more complete understanding of LSCC at the biological level, thus providing the base for the identification of new specific and prognostic blood-based markers for LSCC development.
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Affiliation(s)
- Agne Pasvenskaite
- Department of Otorhinolaryngology, Lithuanian University of Health Sciences (LUHS), A. Mickeviciaus 9, LT 44307 Kaunas, Lithuania
| | - Rasa Liutkeviciene
- Neuroscience Institute, Lithuanian University of Health Sciences (LUHS), Kaunas, Lithuania
| | - Greta Gedvilaite
- Neuroscience Institute, Lithuanian University of Health Sciences (LUHS), Kaunas, Lithuania
| | - Alvita Vilkeviciute
- Neuroscience Institute, Lithuanian University of Health Sciences (LUHS), Kaunas, Lithuania
| | - Vykintas Liutkevicius
- Department of Otorhinolaryngology, Lithuanian University of Health Sciences (LUHS), A. Mickeviciaus 9, LT 44307 Kaunas, Lithuania
| | - Virgilijus Uloza
- Department of Otorhinolaryngology, Lithuanian University of Health Sciences (LUHS), A. Mickeviciaus 9, LT 44307 Kaunas, Lithuania
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Ren T, Wang S, Zhang B, Zhou W, Wang C, Zhao X, Feng J. LTA4H extensively associates with mRNAs and lncRNAs indicative of its novel regulatory targets. PeerJ 2023; 11:e14875. [PMID: 36923505 PMCID: PMC10010175 DOI: 10.7717/peerj.14875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 01/19/2023] [Indexed: 03/12/2023] Open
Abstract
The RNA-binding metabolic enzyme LTA4H is a novel target for cancer chemoprevention and chemotherapy. Recent research shows that the increased expression of LTA4H in laryngeal squamous cell carcinoma (LSCC) promotes tumor proliferation, migration, and metastasis. However, its mechanism remains unclear. To investigate the potential role of LTA4H in LSCC, we employed the improved RNA immunoprecipitation and sequencing (iRIP-Seq) experiment to get the expression profile of LTA4H binding RNA in HeLa model cells, a cancer model cell that is frequently used in molecular mechanism research. We found that LTA4H extensively binds with mRNAs/pre-mRNAs and lncRNAs. In the LTA4H binding peak, the frequency of the AAGG motif reported to interact with TRA2β4 was high in both replicates. More notably, LTA4H-binding genes were significantly enriched in the mitotic cell cycle, DNA repair, RNA splicing-related pathways, and RNA metabolism pathways, which means that LTA4H has tumor-related alternative splicing regulatory functions. QRT-PCR validation confirmed that LTA4H specifically binds to mRNAs of carcinogenesis-associated genes, including LTBP3, ROR2, EGFR, HSP90B1, and lncRNAs represented by NEAT1. These results suggest that LTA4H may combine with genes associated with LSCC as an RNA-binding protein to perform a cancer regulatory function. Our study further sheds light on the molecular mechanism of LTA4H as a clinical therapy target for LSCC.
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Affiliation(s)
- Tianjiao Ren
- Department of Otorhinolaryngology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Song Wang
- Department of Otorhinolaryngology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Bo Zhang
- Department of Otorhinolaryngology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Wei Zhou
- Department of Otorhinolaryngology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Cansi Wang
- Department of Otorhinolaryngology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Xiaorui Zhao
- Department of Otorhinolaryngology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Juan Feng
- Department of Otorhinolaryngology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
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Jiang FC, Luo JY, Dang YW, Lu HP, Li DM, Huang ZG, Tang YL, Fang YY, Tang YX, Su YS, Dai WB, Pan SL, Feng ZB, Chen G, He J. Downregulation of zinc finger protein 71 in laryngeal squamous cell carcinoma tissues and its potential molecular mechanism and clinical significance: a study based on immunohistochemistry staining and data mining. World J Surg Oncol 2022; 20:359. [PMID: 36369089 PMCID: PMC9650879 DOI: 10.1186/s12957-022-02823-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 10/29/2022] [Indexed: 11/13/2022] Open
Abstract
Background The molecular mechanism of laryngeal squamous cell carcinoma (LSCC) is not completely clear, which leads to poor prognosis and treatment difficulties for LSCC patients. To date, no study has reported the exact expression level of zinc finger protein 71 (ZNF71) and its molecular mechanism in LSCC. Methods In-house immunohistochemistry (IHC) staining (33 LSCC samples and 29 non-LSCC samples) was utilized in analyzing the protein expression level of ZNF71 in LSCC. Gene chips and high-throughput sequencing data collected from multiple public resources (313 LSCC samples and 192 non-LSCC samples) were utilized in analyzing the exact mRNA expression level of ZNF71 in LSCC. Single-cell RNA sequencing (scRNA-seq) data was used to explore the expression status of ZNF71 in different LSCC subpopulations. Enrichment analysis of ZNF71, its positively and differentially co-expressed genes (PDCEGs), and its downstream target genes was employed to detect the potential molecular mechanism of ZNF71 in LSCC. Moreover, we conducted correlation analysis between ZNF71 expression and immune infiltration. Results ZNF71 was downregulated at the protein level (area under the curve [AUC] = 0.93, p < 0.0001) and the mRNA level (AUC = 0.71, p = 0.023) in LSCC tissues. Patients with nodal metastasis had lower protein expression level of ZNF71 than patients without nodal metastasis (p < 0.05), and male LSCC patients had lower mRNA expression level of ZNF71 than female LSCC patients (p < 0.01). ZNF71 was absent in different LSCC subpopulations, including cancer cells, plasma cells, and tumor-infiltrated immune cells, based on scRNA-seq analysis. Enrichment analysis showed that ZNF71 and its PDCEGs may influence the progression of LSCC by regulating downstream target genes of ZNF71. These downstream target genes of ZNF71 were mainly enriched in tight junctions. Moreover, downregulation of ZNF71 may influence the development and even therapy of LSCC by reducing immune infiltration. Conclusion Downregulation of ZNF71 may promote the progression of LSCC by reducing tight junctions and immune infiltration; this requires further study. Supplementary Information The online version contains supplementary material available at 10.1186/s12957-022-02823-8.
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