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Vraka C, Homolya M, Özer Ö, Spittler A, Machtinger M, Moll HP, Casanova E, Kuntner C, Grünert S, Hacker M, Philippe C. RadioFlow Cytometry Reveals That [ 18F]FDG Uptake in K-RAS Lung Cancer Is Driven by Immune Cells: An Analysis on a Single-Cell Level. J Nucl Med 2025; 66:215-222. [PMID: 39819684 PMCID: PMC11800735 DOI: 10.2967/jnumed.124.268799] [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: 09/15/2024] [Accepted: 12/16/2024] [Indexed: 01/19/2025] Open
Abstract
Tumor metabolism is a hallmark of cancer, yet cellular heterogeneity within the tumor microenvironment presents a significant challenge, as bulk analysis masks the diverse metabolic profiles of individual cell populations. This complexity complicates our understanding of [18F]FDG uptake by distinct cell types in the tumor microenvironment. This study aims to investigate [18F]FDG uptake at the single-cell level in the lung of Kirsten rat sarcoma virus-driven cancer mouse models using the novel technique radio-flow cytometry (radioFlow). Methods: Two Kirsten rat sarcoma virus-driven lung cancer mouse models were injected with [18F]FDG for small-animal PET/CT and subsequent fluorescence-activated cell sorting of the lung. For radioFlow, the sorted cell fractions were then measured in a γ-counter and their radioactivity was normalized to the number of cells. Results: RadioFlow analysis of the lung tissue of both models showed a robust cell type-specific uptake pattern across experiments. Our key findings indicate that the [18F]FDG PET signal predominantly derives from immune cells (CD45+, F4/80-, 78.3% ± 6.6%; macrophage, 13.9% ± 4.3%), whereas tumor cells contributed only with 2.8% ± 1.0%, similar to the uptake of structural cells (CD45-; tumor cells, 5.0% ± 2.3%). Normalization showed that macrophages exhibited the highest glucose metabolism in both tumor models (57% ± 8%), followed by the remaining immune cells (27% ± 3%). Conclusion: These findings highlight the critical influence of immune cell metabolism on [18F]FDG imaging, emphasizing the need to account for immune contributions when interpreting [18F]FDG imaging in cancer.
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Affiliation(s)
- Chrysoula Vraka
- Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Monika Homolya
- Institute of Pharmacology, Center of Physiology and Pharmacology and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Öykü Özer
- Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Andreas Spittler
- Core Facility Flow Cytometry and Surgical Research Laboratories, Medical University of Vienna, Vienna, Austria
| | - Michael Machtinger
- Institute of Pharmacology, Center of Physiology and Pharmacology and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Herwig P Moll
- Institute of Pharmacology, Center of Physiology and Pharmacology and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Emilio Casanova
- Institute of Pharmacology, Center of Physiology and Pharmacology and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria; and
| | - Claudia Kuntner
- Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
- Medical Imaging Cluster, Medical University of Vienna, Vienna, Austria
| | - Stefan Grünert
- Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Marcus Hacker
- Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Cécile Philippe
- Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria;
- Medical Imaging Cluster, Medical University of Vienna, Vienna, Austria
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Nie Q, Cao H, Yang J, Liu T, Wang B. Integration RNA bulk and single cell RNA sequencing to explore the change of glycolysis-related immune microenvironment and construct prognostic signature in head and neck squamous cell carcinoma. Transl Oncol 2024; 46:102021. [PMID: 38850799 PMCID: PMC11220558 DOI: 10.1016/j.tranon.2024.102021] [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: 12/03/2023] [Revised: 05/26/2024] [Accepted: 06/01/2024] [Indexed: 06/10/2024] Open
Abstract
BACKGROUND Glycolysis is an indispensable process for tumor cell,but the effect of glycolysis on the prognosis and immune cell infiltration of head and neck squamous cell carcinoma is not clear. METHODS Based on RNA bulk and single cell RNA sequencing data of head and neck squamous cell carcinoma from The Cancer Genome Atlas(TCGA) and GSE195832, the effect of glycolysis level on immune cell infiltration was analyzed. Then, we obtained the prognostic genes related to glycolysis through survival analysis to construct prognostic risk signature. Our sample and GSE65858 datasets are used as external verification datasets to verify the validity of the signature. Finally, we used Western blot and cell function assays to determine the relationship between risk genes and glycolysis and the function of prognostic genes. RESULT The level of glycolysis was related to the prognosis of head and neck tumors (P = 0.0044). The results of immune infiltration analysis of TCGA database showed that high level glycolysis subgroup had less infiltration of macrophages, T cells and monocytes. Results of single cell sequencing analysis validates the above results. Additionally, Five risk genes(MUCL1,TRIML2,RAB3B,SPINK6,IGSF11) were selected to construct signature.Risk score was an independent prognostic factor(P < 0.01). The external validation set also shows the same result. In vitro functional and Western blot assays confirmed that the above five genes affect tumor function and related to the process of glycolysis. CONCLUSION Glycolysis-related risk signatures can be used to predict the prognosis and immune infiltration of head and neck squamous cell carcinoma.
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Affiliation(s)
- Qian Nie
- Department of Otorhinolaryngology, The second Hospital of Hebei Medical University, Hebei 050000, China
| | - Huan Cao
- Department of Otorhinolaryngology, The second Hospital of Hebei Medical University, Hebei 050000, China
| | - Jianwang Yang
- Department of Otorhinolaryngology, The second Hospital of Hebei Medical University, Hebei 050000, China
| | - Tao Liu
- Department of Otorhinolaryngology, The second Hospital of Hebei Medical University, Hebei 050000, China
| | - Baoshan Wang
- Department of Otorhinolaryngology, The second Hospital of Hebei Medical University, Hebei 050000, China.
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Li H, Zhang S, Zhou S, Bao Y, Cao X, Shen L, Xu B, Gao W, Luo Y. Pepsin enhances glycolysis to promote malignant transformation of vocal fold leukoplakia epithelial cells with dysplasia. Eur Arch Otorhinolaryngol 2023; 280:1841-1854. [PMID: 36380093 PMCID: PMC9988773 DOI: 10.1007/s00405-022-07729-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 10/26/2022] [Indexed: 11/17/2022]
Abstract
PURPOSE The mechanism underlying malignant transformation of vocal fold leukoplakia (VFL) and the precise role of the expression of pepsin in VFL remain unclear. This study aimed to investigate the effects of acidified pepsin on VFL epithelial cell growth and migration, and also identify pertinent molecular mechanisms. METHODS Immunochemistry and Western blotting were performed to measure glucose transporter type 1 (GLUT1), monocarboxylate transporters 4 (MCT4), and Hexokinase-II (HK-II) expressions. Cell viability, cell cycle, apoptosis, and migration were investigated by CCK-8 assay, flow cytometry and Transwell chamber assay, respectively. Glycolysis-related contents were determined using the corresponding kits. Mitochondrial HK-II was photographed under a confocal microscope using Mito-Tracker Red. RESULTS It was found: the expression of pepsin and proportion of pepsin+ cells in VFL increased with the increased dysplasia grade; acidified pepsin enhanced cell growth and migration capabilities of VFL epithelial cells, reduced mitochondrial respiratory chain complex I activity and oxidative phosphorylation, and enhanced aerobic glycolysis and GLUT1 expression in VFL epithelial cells; along with the transfection of GLUT1 overexpression plasmid, 18FFDG uptake, lactate secretion and growth and migration capabilities of VFL epithelial cell were increased; this effect was partially blocked by the glycolysis inhibitor 2-deoxy-glucose; acidified pepsin increased the expression of HK-II and enhanced its distribution in mitochondria of VFL epithelial cells. CONCLUSION It was concluded that acidified pepsin enhances VFL epithelial cell growth and migration abilities by reducing mitochondrial respiratory complex I activity and promoting metabolic reprogramming from oxidative phosphorylation to aerobic glycolysis.
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Affiliation(s)
- Haitong Li
- Department of Otolaryngology, The Second Affiliated Hospital of Jiaxing University, Jiaxing, 314000, People's Republic of China
| | - Shasha Zhang
- Department of Otolaryngology, College of Medicine, The First Affiliated Hospital, Zhejiang University, Hangzhou, 310003, People's Republic of China
| | - Shuihong Zhou
- Department of Otolaryngology, College of Medicine, The First Affiliated Hospital, Zhejiang University, Hangzhou, 310003, People's Republic of China
| | - Yangyang Bao
- Department of Otolaryngology, College of Medicine, The First Affiliated Hospital, Zhejiang University, Hangzhou, 310003, People's Republic of China
| | - Xiaojuan Cao
- Department of Otolaryngology, The Second Affiliated Hospital of Jiaxing University, Jiaxing, 314000, People's Republic of China
| | - Lifang Shen
- Department of Otolaryngology, College of Medicine, The First Affiliated Hospital, Zhejiang University, Hangzhou, 310003, People's Republic of China
| | - Bin Xu
- Department of Otolaryngology, The Second Affiliated Hospital of Jiaxing University, Jiaxing, 314000, People's Republic of China
| | - Weimin Gao
- Department of Otolaryngology, The Second Affiliated Hospital of Jiaxing University, Jiaxing, 314000, People's Republic of China
| | - Yunzhen Luo
- Department of Otolaryngology, The Second Affiliated Hospital of Jiaxing University, Jiaxing, 314000, People's Republic of China.
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Kandathil A, Subramaniam RM. PET/Computed Tomography. PET Clin 2022; 17:235-248. [DOI: 10.1016/j.cpet.2021.12.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Lupato V, Giacomarra V, Alfieri S, Fanetti G, Polesel J. Prognostic factors in salvage surgery for recurrent head and neck cancer: A systematic review and meta-analysis. Crit Rev Oncol Hematol 2021; 169:103550. [PMID: 34843929 DOI: 10.1016/j.critrevonc.2021.103550] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 11/01/2021] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION Although salvage surgery (SS) is considered the best curative choice in recurrent head and neck cancer, the identification of patients who can benefit the most from this treatment is challenging. METHODS We systematically reviewed the prognostic role of pre- and post-surgery factors in patients undergoing SS for recurrent head and neck cancer (oral cavity, oropharynx, hypopharynx, and larynx). RESULTS Twenty-five studies met the inclusion criteria out of 1280 screened citations. Pre-surgery factors significantly associated with worse overall survival were age>60 years, advanced initial stage, early recurrence, and regional recurrence; no heterogeneity between study emerged. Among post- surgery factors, worse survival emerged for positive surgical margins, extracapsular extension and perineural invasion. CONCLUSION The identification of pre-surgery factors associated with poor outcomes may help the selection of the best candidate to SS; alternative treatments should be considered for high-risk patients. Post-surgery predictors of worse prognosis may guide clinicians in tailoring patients' surveillance.
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Affiliation(s)
- Valentina Lupato
- Unit of Otolaryngology, Azienda Sanitaria Friuli Occidentale (ASFO), Pordenone, Italy
| | - Vittorio Giacomarra
- Unit of Otolaryngology, Azienda Sanitaria Friuli Occidentale (ASFO), Pordenone, Italy
| | - Salvatore Alfieri
- Division of Medical Oncology and Immune-related Tumors, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Giuseppe Fanetti
- Division of Radiation Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Jerry Polesel
- Unit of Cancer Epidemiology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy.
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Gandhi R, Bell M, Bailey M, Tsoumpas C. Prospect of positron emission tomography for abdominal aortic aneurysm risk stratification. J Nucl Cardiol 2021; 28:2272-2282. [PMID: 33977372 PMCID: PMC8648657 DOI: 10.1007/s12350-021-02616-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 03/22/2021] [Indexed: 12/25/2022]
Abstract
Abdominal aortic aneurysm (AAA) disease is characterized by an asymptomatic, permanent, focal dilatation of the abdominal aorta progressing towards rupture, which confers significant mortality. Patient management and surgical decisions rely on aortic diameter measurements via abdominal ultrasound surveillance. However, AAA rupture can occur at small diameters or may never occur at large diameters, implying that anatomical size is not necessarily a sufficient indicator. Molecular imaging may help identify high-risk patients through AAA evaluation independent of aneurysm size, and there is the question of the potential role of positron emission tomography (PET) and emerging role of novel radiotracers for AAA. Therefore, this review summarizes PET studies conducted in the last 10 years and discusses the usefulness of PET radiotracers for AAA risk stratification. The most frequently reported radiotracer was [18F]fluorodeoxyglucose, indicating inflammatory activity and reflecting the biomechanical properties of AAA. Emerging radiotracers include [18F]-labeled sodium fluoride, a calcification marker, [64Cu]DOTA-ECL1i, an indicator of chemokine receptor type 2 expression, and [18F]fluorothymidine, a marker of cell proliferation. For novel radiotracers, preliminary trials in patients are warranted before their widespread clinical implementation. AAA rupture risk is challenging to evaluate; therefore, clinicians may benefit from PET-based risk assessment to guide patient management and surgical decisions.
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Affiliation(s)
- Richa Gandhi
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, 8.49 Worsley Building, Clarendon Way, Leeds, LS2 9NL, United Kingdom
- Brain Health Imaging Centre, Centre for Addiction and Mental Health, 250 College Street, Toronto, Ontario, M5T 1R8, Canada
| | - Michael Bell
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, 8.49 Worsley Building, Clarendon Way, Leeds, LS2 9NL, United Kingdom
| | - Marc Bailey
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, 8.49 Worsley Building, Clarendon Way, Leeds, LS2 9NL, United Kingdom
| | - Charalampos Tsoumpas
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, 8.49 Worsley Building, Clarendon Way, Leeds, LS2 9NL, United Kingdom.
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Albano D, Dondi F, Paderno A, Nocivelli G, Maddalo M, Magrini SM, Nicolai P, Maroldi R, Giubbini R, Bertagna F. 18F-FDG-PET/CT in laryngeal cancer: Comparison with conventional imaging and prognostic role. Rev Esp Med Nucl Imagen Mol 2021. [PMID: 33642259 DOI: 10.1016/j.remn.2020.06.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVE The aim of this study was to investigate the diagnostic accuracy of staging 18F-FDG-PET/CT in laryngeal cancer, compare these results with conventional imaging (CI) and assess the value of 18F-FDG-PET/CT features to predict survival. METHODS Fifty-four patients with laryngeal squamous cell cancer and baseline 18F-FDG-PET/CT were retrospectively enrolled. The PET images were analyzed visually and semi-quantitatively by measuring several metabolic parameters. A combination of clinical follow-up/imaging follow-up and/or histopathology was taken as reference standard. Progression free survival (PFS) and disease specific survival (DSS) were computed using Kaplan-Meier curves. RESULTS All primary tumors were clearly identified by CI, and 52/54 by 18F-FDG-PET/CT with a sensitivity of 96.3%. Cervical nodal metastases were detected in 40/54 patients at 18F-FDG-PET/CT and in 34/49 patients at CI. Sensitivity, specificity, positive predictive value, negative predictive value, and accuracy on a patient-based analysis for nodal disease were 100%, 85.7%, 94.6%, 100% and 95.9% at 18F-FDG-PET/CT, and 91.4%, 85.7%, 94.1%, 80%, 89.8% at CI. Diagnostic performances of PET/CT and CI were not significantly different on a patient-based, side-by-side and level-by-level analysis. 18F-FDG-PET/CT recognized distant metastases in 7 patients allowing to an upstaging. At a median follow-up of 27 months, relapse/progression of disease occurred in 31 patients and death occurred in 32. Metabolic tumor volume (MTV T), MTV total and total lesion glycolysis (TLG) showed to be independent prognostic factors for PFS. CONCLUSIONS Both CI and PET/CT had good diagnostic performances for the staging of laryngeal cancer; baseline metabolic features (MTV and TLG) showed an important prognostic value in assessing the rate of PFS.
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Affiliation(s)
- D Albano
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italia.
| | - F Dondi
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italia
| | - A Paderno
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Brescia and Spedali Civili Brescia, Brescia, Italia
| | - G Nocivelli
- Department of Radiology, University of Brescia and Spedali Civili Brescia, Brescia, Italia
| | - M Maddalo
- Department of Radiation Oncology, University of Brescia and Spedali Civili, Brescia, Italia
| | - S M Magrini
- Department of Radiation Oncology, University of Brescia and Spedali Civili, Brescia, Italia
| | - P Nicolai
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Brescia and Spedali Civili Brescia, Brescia, Italia
| | - R Maroldi
- Department of Radiology, University of Brescia and Spedali Civili Brescia, Brescia, Italia
| | - R Giubbini
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italia
| | - F Bertagna
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italia
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Creff G, Devillers A, Depeursinge A, Palard-Novello X, Acosta O, Jegoux F, Castelli J. Evaluation of the Prognostic Value of FDG PET/CT Parameters for Patients With Surgically Treated Head and Neck Cancer: A Systematic Review. JAMA Otolaryngol Head Neck Surg 2021; 146:471-479. [PMID: 32215611 DOI: 10.1001/jamaoto.2020.0014] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Importance Head and neck squamous cell cancer (HNSCC) represents the seventh most frequent cancer worldwide. More than half of the patients diagnosed with HNSCC are treated with primary surgery. Objective To report the available evidence on the value of quantitative parameters of fluorodeoxyglucose F 18-labeled positron emission tomography and computed tomography (FDG-PET/CT) performed before surgical treatment of HNSCC to estimate overall survival (OS), disease-free survival (DFS), and distant metastasis (DM) and to discuss their limitations. Evidence Review A systematic review of the English-language literature in PubMed/MEDLINE and ScienceDirect published between January 2003 and February 15, 2019, was performed between March 1 and July 27, 2019, to identify articles addressing the association between preoperative FDG-PET/CT parameters and oncological outcomes among patients with HNSCC. Articles included those that addressed the following: (1) cancer of the oral cavity, oropharynx, hypopharynx, or larynx; (2) surgically treated (primary or for salvage); (3) pretreatment FDG-PET/CT; (4) quantitative or semiquantitative evaluation of the FDG-PET/CT parameters; and (5) the association between the value of FDG-PET/CT parameters and clinical outcomes. Quality assessment was performed using the Oxford Centre for Evidence-Based Medicine level of evidence. Findings A total of 128 studies were retrieved from the databases, and 36 studies met the inclusion criteria; these studies comprised 3585 unique patients with a median follow-up of 30.6 months (range, 16-53 months). Of these 36 studies, 32 showed an association between at least 1 FDG-PET/CT parameter and oncological outcomes (OS, DFS, and DM). The FDG-PET/CT volumetric parameters (metabolic tumor volume [MTV] and total lesion glycolysis [TLG]) were independent prognostic factors in most of the data, with a higher prognostic value than the maximum standard uptake value (SUVmax). For example, in univariate analysis of OS, the SUVmax was correlated with OS in 5 of 11 studies, MTV in 11 of 12 studies, and TLG in 6 of 9 studies. The spatial distribution of metabolism via textural indices seemed promising, although that factor is currently poorly evaluated: only 3 studies analyzed data from radiomics indices. Conclusions and Relevance The findings of this study suggest that the prognostic effectiveness of FDG-PET/CT parameters as biomarkers of OS, DFS, and DM among patients with HNSCC treated with surgery may be valuable. The volumetric parameters (MTV and TLG) seemed relevant for identifying patients with a higher risk of postsurgical disease progression who could receive early therapeutic intervention to improve their prognosis. However, further large-scale studies including exclusively surgery-treated patients stratified according to localization and further analysis of the textural indices are required to define a reliable FDG-PET/CT-based prognostic model of mortality and recurrence risk for these patients.
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Affiliation(s)
- Gwenaelle Creff
- Department of Otolaryngology-Head and Neck Surgery, Rennes University Hospital, Rennes, France
| | - Anne Devillers
- Department of Nuclear Medicine, Centre Eugène Marquis, Rennes, France
| | - Adrien Depeursinge
- University of Applied Sciences and Arts Western Switzerland, Lausanne, Switzerland
| | | | - Oscar Acosta
- LTSI (Image and Signal Processing Laboratory), INSERM, U1099, Rennes, France
| | - Franck Jegoux
- Department of Otolaryngology-Head and Neck Surgery, Rennes University Hospital, Rennes, France
| | - Joel Castelli
- Department of Radiation Oncology, Cancer Institute Eugène Marquis, Rennes, France
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Belgioia L, Morbelli SD, Corvò R. Prediction of Response in Head and Neck Tumor: Focus on Main Hot Topics in Research. Front Oncol 2021; 10:604965. [PMID: 33489911 PMCID: PMC7821385 DOI: 10.3389/fonc.2020.604965] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 11/26/2020] [Indexed: 11/13/2022] Open
Abstract
Radiation therapy is a cornerstone in the treatment of head and neck cancer patients; actually, their management is based on clinical and radiological staging with all patients at the same stage treated in the same way. Recently the increasing knowledge in molecular characterization of head and neck cancer opens the way for a more tailored treatment. Patient outcomes could be improved by a personalized radiotherapy beyond technological and anatomical precision. Several tumor markers are under evaluation to understand their possible prognostic or predictive value. In this paper we discuss those markers specific for evaluate response to radiation therapy in head and neck cancer for a shift toward a biological personalization of radiotherapy.
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Affiliation(s)
- Liliana Belgioia
- Radiation Oncology Department, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- Health Science Department (DISSAL), University of Genoa, Genoa, Italy
| | - Silvia Daniela Morbelli
- Health Science Department (DISSAL), University of Genoa, Genoa, Italy
- Nuclear Medicine Department, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Renzo Corvò
- Radiation Oncology Department, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- Health Science Department (DISSAL), University of Genoa, Genoa, Italy
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Gao W, Zhang Y, Luo H, Niu M, Zheng X, Hu W, Cui J, Xue X, Bo Y, Dai F, Lu Y, Yang D, Guo Y, Guo H, Li H, Zhang Y, Yang T, Li L, Zhang L, Hou R, Wen S, An C, Ma T, Jin L, Xu W, Wu Y. Targeting SKA3 suppresses the proliferation and chemoresistance of laryngeal squamous cell carcinoma via impairing PLK1-AKT axis-mediated glycolysis. Cell Death Dis 2020; 11:919. [PMID: 33106477 PMCID: PMC7589524 DOI: 10.1038/s41419-020-03104-6] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 10/04/2020] [Accepted: 10/06/2020] [Indexed: 12/24/2022]
Abstract
Spindle and kinetochore-associated complex subunit 3 (SKA3) is a well-known regulator of chromosome separation and cell division, which plays an important role in cell proliferation. However, the mechanism of SKA3 regulating tumor proliferation via reprogramming metabolism is unknown. Here, SKA3 is identified as an oncogene in laryngeal squamous cell carcinoma (LSCC), and high levels of SKA3 are closely associated with malignant progression and poor prognosis. In vitro and in vivo experiments demonstrate that SKA3 promotes LSCC cell proliferation and chemoresistance through a novel role of reprogramming glycolytic metabolism. Further studies reveal the downstream mechanisms of SKA3, which can bind and stabilize polo-like kinase 1 (PLK1) protein via suppressing ubiquitin-mediated degradation. The accumulation of PLK1 activates AKT and thus upregulates glycolytic enzymes HK2, PFKFB3, and PDK1, resulting in enhancement of glycolysis. Furthermore, our data reveal that phosphorylation at Thr360 of SKA3 is critical for its binding to PLK1 and the increase in glycolysis. Collectively, the novel oncogenic signal axis "SKA3-PLK1-AKT" plays a critical role in the glycolysis of LSCC. SKA3 may serve as a prognostic biomarker and therapeutic target, providing a potential strategy for proliferation inhibition and chemosensitization in tumors, especially for LSCC patients with PLK1 inhibitor resistance.
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Affiliation(s)
- Wei Gao
- Shanxi Key Laboratory of Otorhinolaryngology Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
- Shanxi Province Clinical Medical Research Center for Precision Medicine of Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
- Department of Otolaryngology Head & Neck Surgery, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
- Key Laboratory of Cellular Physiology, Ministry of Education, Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
- Department of Cell Biology and Genetics, Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
| | - Yuliang Zhang
- Shanxi Key Laboratory of Otorhinolaryngology Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
- Shanxi Province Clinical Medical Research Center for Precision Medicine of Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
| | - Hongjie Luo
- Shanxi Key Laboratory of Otorhinolaryngology Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
| | - Min Niu
- Shanxi Key Laboratory of Otorhinolaryngology Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
- Shanxi Province Clinical Medical Research Center for Precision Medicine of Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
| | - Xiwang Zheng
- Shanxi Key Laboratory of Otorhinolaryngology Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
- Shanxi Province Clinical Medical Research Center for Precision Medicine of Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
| | - Wanglai Hu
- School of Basic Medical Science, Anhui Medical University, 230032, Hefei, Anhui, P.R. China
| | - Jiajia Cui
- Shanxi Key Laboratory of Otorhinolaryngology Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
- Shanxi Province Clinical Medical Research Center for Precision Medicine of Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
| | - Xuting Xue
- Shanxi Key Laboratory of Otorhinolaryngology Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
- Shanxi Province Clinical Medical Research Center for Precision Medicine of Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
| | - Yunfeng Bo
- Department of Pathology, Shanxi Cancer Hospital, 030013, Taiyuan, Shanxi, P.R. China
| | - Fengsheng Dai
- Shanxi Key Laboratory of Otorhinolaryngology Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
- Department of Otolaryngology Head & Neck Surgery, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
| | - Yan Lu
- Department of Otolaryngology Head & Neck Surgery, First Affiliated Hospital of Jinzhou Medical University, 121001, Jinzhou, Liaoning, P.R. China
| | - Dongli Yang
- Shanxi Key Laboratory of Otorhinolaryngology Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
- Department of Otolaryngology Head & Neck Surgery, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
| | - Yujia Guo
- Shanxi Key Laboratory of Otorhinolaryngology Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
- Shanxi Province Clinical Medical Research Center for Precision Medicine of Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
| | - Huina Guo
- Shanxi Key Laboratory of Otorhinolaryngology Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
- Shanxi Province Clinical Medical Research Center for Precision Medicine of Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
| | - Huizheng Li
- Department of Otolaryngology Head & Neck Surgery, Dalian Municipal Friendship Hospital, 116100, Dalian, Liaoning, P.R. China
| | - Yu Zhang
- Key Laboratory of Cellular Physiology, Ministry of Education, Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
- Department of Physiology, Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
| | - Tao Yang
- Department of Biochemistry & Molecular Biology, Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
| | - Li Li
- Department of Cell Biology and Genetics, Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China
| | - Linshi Zhang
- Department of Thyroid Surgery, Zhejiang University School of Medicine Second Affiliated Hospital, 310009, Hangzhou, Zhejiang, P.R. China
| | - Rui Hou
- Harry Perkins Institute of Medical Research, QEII Medical Centre and Centre for Medical Research, University of Western Australia, Perth, WA, 6009, Australia
| | - Shuxin Wen
- Shanxi Province Clinical Medical Research Center for Precision Medicine of Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China.
- Department of Otolaryngology Head & Neck Surgery, Shanxi Bethune Hospital, 030032, Taiyuan, Shanxi, P.R. China.
| | - Changming An
- Department of Head and Neck Surgery, Chinese Academy of Medical Sciences Cancer Institute and Hospital, 100021, Beijing, P.R. China.
| | - Teng Ma
- Department of Cellular and Molecular Biology, Beijing Tuberculosis and Thoracic Tumor Research Institute, 101149, Beijing, P.R. China.
| | - Lei Jin
- School of Medicine and Public Health, The University of Newcastle, Callaghan, NSW, 2308, Australia.
| | - Wei Xu
- Department of Head and Neck Surgery, Shandong Provincial ENT Hospital Affiliated to Shandong University, 250022, Jinan, Shandong, P.R. China.
- Shandong Provincial Institute of Otolaryngology, 250022, Jinan, Shandong, P.R. China.
- Key Laboratory of Otolaryngology, Ministry of Health, Shandong University, 250022, Jinan, Shandong, P.R. China.
| | - Yongyan Wu
- Shanxi Key Laboratory of Otorhinolaryngology Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China.
- Shanxi Province Clinical Medical Research Center for Precision Medicine of Head and Neck Cancer, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China.
- Department of Otolaryngology Head & Neck Surgery, First Hospital of Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China.
- Key Laboratory of Cellular Physiology, Ministry of Education, Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China.
- Department of Biochemistry & Molecular Biology, Shanxi Medical University, 030001, Taiyuan, Shanxi, P.R. China.
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Albano D, Dondi F, Paderno A, Nocivelli G, Maddalo M, Magrini SM, Nicolai P, Maroldi R, Giubbini R, Bertagna F. 18F-FDG-PET/CT in laryngeal cancer: comparison with conventional imaging and prognostic role. Rev Esp Med Nucl Imagen Mol 2020; 40:229-238. [PMID: 34218885 DOI: 10.1016/j.remnie.2020.06.013] [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: 04/12/2020] [Accepted: 06/08/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVE The aim of this study was to investigate the diagnostic accuracy of staging 18 F-FDG-PET/CT in laryngeal cancer, compare these results with conventional imaging (CI) and assess the value of 18 F-FDG-PET/CT features to predict survival. METHODS Fifty-four patients with laryngeal squamous cell cancer and baseline 18 F-FDG-PET/CT were retrospectively enrolled. The PET images were analyzed visually and semi-quantitatively by measuring several metabolic parameters. A combination of clinical follow-up/imaging follow-up and/or histopathology was taken as reference standard. Progression free survival (PFS) and disease specific survival (DSS) were computed using Kaplan-Meier curves. RESULTS All primary tumors were clearly identified by CI, and 52/54 by 18 F-FDG-PET/CT with a sensitivity of 96.3%. Cervical nodal metastases were detected in 40/54 patients at 18 F-FDG-PET/CT and in 34/49 patients at CI. Sensitivity, specificity, positive predictive value, negative predictive value, and accuracy on a patient-based analysis for nodal disease were 100%, 85.7%, 94.6%, 100% and 95.9% at 18 F-FDG-PET/CT, and 91.4%, 85.7%, 94.1%, 80%, 89.8% at CI. Diagnostic performances of PET/CT and CI were not significantly different on a patient-based, side-by-side and level-by-level analysis. 18 F-FDG-PET/CT recognized distant metastases in 7 patients allowing to an upstaging. At a median follow-up of 27 months, relapse/progression of disease occurred in 31 patients and death occurred in 32. Metabolic tumor volume (MTV T), MTV total and total lesion glycolysis (TLG) showed to be independent prognostic factors for PFS. CONCLUSIONS Both CI and PET/CT had good diagnostic performances for the staging of laryngeal cancer; baseline metabolic features (MTV and TLG) showed an important prognostic value in assessing the rate of PFS.
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Affiliation(s)
- Domenico Albano
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italy.
| | - Francesco Dondi
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italy
| | - Alberto Paderno
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Brescia and Spedali Civili Brescia, Brescia, Italy
| | - Giorgio Nocivelli
- Department of Radiology, University of Brescia and Spedali Civili Brescia, Brescia, Italy
| | - Marta Maddalo
- Department of Radiation Oncology, University of Brescia and Spedali Civili, Brescia, Italy
| | - Stefano Maria Magrini
- Department of Radiation Oncology, University of Brescia and Spedali Civili, Brescia, Italy
| | - Piero Nicolai
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Brescia and Spedali Civili Brescia, Brescia, Italy
| | - Roberto Maroldi
- Department of Radiology, University of Brescia and Spedali Civili Brescia, Brescia, Italy
| | - Raffaele Giubbini
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italy
| | - Francesco Bertagna
- Nuclear Medicine, University of Brescia and Spedali Civili Brescia, Brescia, Italy
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Sonoda A, Yoshida N, Shiraishi S, Horinouchi T, Tokunaga R, Harada K, Iwatsuki M, Nagai Y, Baba Y, Iwagami S, Miyamoto Y, Baba H. Total Lesion Glycolysis Ratio in Positron Emission Tomography/Computed Tomography Images During Neoadjuvant Chemotherapy Can Predict Pathological Tumor Regression Grade and Prognosis in Patients with Locally Advanced Squamous Cell Carcinoma of the Esophagus. Ann Surg Oncol 2020; 28:167-174. [PMID: 32588261 DOI: 10.1245/s10434-020-08738-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND The usefulness of quantitating tumor lesion glycolysis (TLG) from 18F-fluorodeoxyglucose positron emission tomography/computed tomography (FDG-PET/CT) findings as a tool for determining the effect of neoadjuvant chemotherapy (NAC) in esophageal squamous cell carcinoma (ESCC) has not yet been established. METHODS The cohort of this retrospective study comprised 46 patients who had undergone NAC and subsequent esophagectomy for locally advanced ESCC between January 2008 and December 2017. PET/CT was conducted before and after NAC to assess its therapeutic effect. Associations between changes in TLG values during NAC and clinicopathological findings, pathological tumor regression grade (TRG), and prognosis were assessed. RESULTS Most patients received two courses of DCF (Docetaxel, Cisplatin, and Fluorouracil) as NAC. The mean TLG value of the primary tumor decreased significantly after NAC. The median follow-up period was 41 months. The Kaplan-Meier method, analyzed by log-rank test, showed that low TLG ratio (≤ 0.4) and low SUVmax ratio (≤ 0.6) were associated with favorable survival outcomes (P = 0.0073 and P = 0.032, respectively). Univariate and multivariate analysis revealed that TLG ratio and achievement of pathological cure were independent prognostic factors for overall survival. TLG ratio was also associated with pathological TRG (TRG 0-1a vs 1b-3) (P = 0.0016). CONCLUSIONS TLG ratio before and after NAC is clinically useful in predicting both histological response and survival outcome after NAC and subsequent esophagectomy in patients with ESCC.
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Affiliation(s)
- Akari Sonoda
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Naoya Yoshida
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Shinya Shiraishi
- Department of Diagnostic Radiology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Tomo Horinouchi
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Ryuma Tokunaga
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Kazuto Harada
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Masaaki Iwatsuki
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Yohei Nagai
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Yoshifumi Baba
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Shiro Iwagami
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Yuji Miyamoto
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Hideo Baba
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan.
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13
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Prognostic value of 18F-FDG PET/CT parameters and histopathologic variables in head and neck cancer. Braz J Otorhinolaryngol 2019; 87:452-456. [PMID: 31899125 PMCID: PMC9422361 DOI: 10.1016/j.bjorl.2019.10.014] [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: 09/20/2019] [Accepted: 10/28/2019] [Indexed: 11/21/2022] Open
Abstract
INTRODUCTION 18F-fluorodeoxyglucose positron emission tomography/computed tomography parameters such as; maximum standardized uptake values, standard metabolic tumor volume and otal lesion glycosis are important prognostic biomarkers in cancers. OBJECTIVE To investigate the prognostic value of these parameters in patients with head and neck cancers. METHODS We performed a retrospective study including 47 patients with head and neck cancer who underwent18F-fluorodeoxyglucose positron emission tomography/computed tomography prior to treatment. Standard metabolic tumor volume, otal lesion glycosis and standardized uptake were measured for each patient. The prognostic value of quantitative 18F-fluorodeoxyglucose positron emission tomography/computed tomography parameters and clinicopathologic variables on disease free survival and overall survival were analyzed. RESULTS The median (range) standard metabolic tumor volume and otal lesion glycosis and standardized uptake were 7.63cm3 (0.6-34.3), 68.9g (2.58-524.5g), 13.89 (4.89-33.03g/mL), respectively. Lymph node metastases and tumour differentiation were significant variables for disease free survival and overall survival, however, all 18F-fluorodeoxyglucose positron emission tomography/computed tomography parameters were not associated with disease- free survival and overall survival. CONCLUSION Pretreatment quantities positron emission tomography parameters did not predict survival in head and neck cancer.
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