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Qualiotto AN, Baldavira CM, Balancin M, Ab’Saber A, Takagaki T, Capelozzi VL. Mesothelin expression remodeled the immune-matrix tumor microenvironment predicting the risk of death in patients with malignant pleural mesothelioma. Front Immunol 2023; 14:1268927. [PMID: 37901248 PMCID: PMC10601658 DOI: 10.3389/fimmu.2023.1268927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 09/29/2023] [Indexed: 10/31/2023] Open
Abstract
Background The combination of immunobiological agents with immune checkpoint proteins is a promising treatment for malignant pleural mesothelioma (MPM). Mesothelin and anti-PD-L1 antibody-drug conjugates specifically target malignant neoplastic cells, inhibit the migration and invasion of neoplastic cells, and restore the immune landscape. In this study, we confirmed the importance of mesothelin and examined the relationship between mesothelin and the immune landscape of the tumor microenvironment (TME) in two MPM cohorts. Methods The discovery cohort included 82 MPM cases. Tissue microarray slides were generated, and samples were processed for hematoxylin & eosin staining, immunohistochemistry, and immunofluorescence assays. The relationship between mesothelin, biomarkers of histogenesis, histological aggressiveness, PD-L1, immune cells (CD4, CD8, CD20, CD68), and collagen type I and type V fibers was evaluated by quantitative digital analyses. The outcome was the survival time until death from disease recurrence. The exploratory cohort included 87 malignant mesothelioma (MESO) patients from The Cancer Genome Atlas database. Results Most patients were male (70.7%) with a history of asbestos exposure (53.7%) and with the epithelioid subtype (89%). Surgical resection was performed in 85.4% of patients, and 14.6% received chemotherapy; 59.8% of patients died from disease extension to the mediastinum. Low tumor mesothelin expression was associated with tumor necrosis and nuclear grade 1, whereas high mesothelin expression was significantly associated with the epithelioid histotype and high density of T cells CD8+, macrophages CD68+, and collagen type I fibers. Cox multivariate analysis showed a high risk of death for non-operated patients [hazard ratio (HR), 3.42 (1.15-10.16)] with low tumor mesothelin levels [HR, 2.58 (1.09-6.10)] and high PD-L1 and low infiltration of T cells CD4+ [HR, 3.81 (1.58-9.18)]. In the exploratory cohort, low mesothelin and high COL1A1 and COL5A1 expression were associated with poor overall survival. Conclusion Tumor mesothelin expression associated with the TME immune landscape predicts the risk of death for patients with MPM and could be a new target for immunotherapy in MPM.
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Affiliation(s)
- Aline Nery Qualiotto
- Laboratory of Genomic and Histomorphometry, Department of Pathology, University of São Paulo Medical School, São Paulo, Brazil
| | - Camila Machado Baldavira
- Laboratory of Genomic and Histomorphometry, Department of Pathology, University of São Paulo Medical School, São Paulo, Brazil
| | - Marcelo Balancin
- Laboratory of Genomic and Histomorphometry, Department of Pathology, University of São Paulo Medical School, São Paulo, Brazil
| | - Alexandre Ab’Saber
- Laboratory of Genomic and Histomorphometry, Department of Pathology, University of São Paulo Medical School, São Paulo, Brazil
| | - Teresa Takagaki
- Division of Pneumology, Heart Institute (Incor), Faculty of Medicine, University of São Paulo, São Paulo, Brazil
| | - Vera Luiza Capelozzi
- Laboratory of Genomic and Histomorphometry, Department of Pathology, University of São Paulo Medical School, São Paulo, Brazil
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Wang D, Zhu J, Li N, Lu H, Gao Y, Zhuang L, Chen Z, Mao W. GC-MS-based untargeted metabolic profiling of malignant mesothelioma plasma. PeerJ 2023; 11:e15302. [PMID: 37220527 PMCID: PMC10200095 DOI: 10.7717/peerj.15302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 04/05/2023] [Indexed: 05/25/2023] Open
Abstract
Background Malignant mesothelioma (MM) is a cancer caused mainly by asbestos exposure, and is aggressive and incurable. This study aimed to identify differential metabolites and metabolic pathways involved in the pathogenesis and diagnosis of malignant mesothelioma. Methods By using gas chromatography-mass spectrometry (GC-MS), this study examined the plasma metabolic profile of human malignant mesothelioma. We performed univariate and multivariate analyses and pathway analyses to identify differential metabolites, enriched metabolism pathways, and potential metabolic targets. The area under the receiver-operating curve (AUC) criterion was used to identify possible plasma biomarkers. Results Using samples from MM (n = 19) and healthy control (n = 22) participants, 20 metabolites were annotated. Seven metabolic pathways were disrupted, involving alanine, aspartate, and glutamate metabolism; glyoxylate and dicarboxylate metabolism; arginine and proline metabolism; butanoate and histidine metabolism; beta-alanine metabolism; and pentose phosphate metabolic pathway. The AUC was used to identify potential plasma biomarkers. Using a threshold of AUC = 0.9, five metabolites were identified, including xanthurenic acid, (s)-3,4-hydroxybutyric acid, D-arabinose, gluconic acid, and beta-d-glucopyranuronic acid. Conclusions To the best of our knowledge, this is the first report of a plasma metabolomics analysis using GC-MS analyses of Asian MM patients. Our identification of these metabolic abnormalities is critical for identifying plasma biomarkers in patients with MM. However, additional research using a larger population is needed to validate our findings.
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Affiliation(s)
- Ding Wang
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
- Key Laboratory Diagnosis and Treatment Technology on Thoracic Oncology, Hangzhou, China
| | - Jing Zhu
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
- Key Laboratory Diagnosis and Treatment Technology on Thoracic Oncology, Hangzhou, China
| | - Na Li
- Shaoxing No. 2 Hospital Medical Community General Hospital, Shaoxing, China
| | - Hongyang Lu
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
- Key Laboratory Diagnosis and Treatment Technology on Thoracic Oncology, Hangzhou, China
| | - Yun Gao
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
- Key Laboratory Diagnosis and Treatment Technology on Thoracic Oncology, Hangzhou, China
| | - Lei Zhuang
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
- Key Laboratory Diagnosis and Treatment Technology on Thoracic Oncology, Hangzhou, China
| | - Zhongjian Chen
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
- Key Laboratory Diagnosis and Treatment Technology on Thoracic Oncology, Hangzhou, China
| | - Weimin Mao
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
- Key Laboratory Diagnosis and Treatment Technology on Thoracic Oncology, Hangzhou, China
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Tomasetti M, Monaco F, Strogovets O, Volpini L, Valentino M, Amati M, Neuzil J, Santarelli L. ATG5 as biomarker for early detection of malignant mesothelioma. BMC Res Notes 2023; 16:61. [PMID: 37095543 PMCID: PMC10127310 DOI: 10.1186/s13104-023-06330-1] [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: 09/21/2022] [Accepted: 04/07/2023] [Indexed: 04/26/2023] Open
Abstract
OBJECTIVES Malignant pleural mesothelioma (MPM) is an aggressive disease with grim prognosis due to lack of effective treatment options. Disease prediction in association with early diagnosis may both contribute to improved MPM survival. Inflammation and autophagy are two processes associated with asbestos-induced transformation. We evaluated the level of two autophagic factors ATG5 and HMGB1, microRNAs (miRNAs) such as miR-126 and miR-222, and the specific biomarker of MPM, soluble mesothelin related proteins (Mesothelin) in asbestos-exposed individuals, MPM patients, and healthy subjects. The performance of these markers in detecting MPM was investigated in pre-diagnostic samples of asbestos-subjects who developed MPM during the follow-up and compared for the three groups. RESULTS The ATG5 best distinguished the asbestos-exposed subjects with and without MPM, while miR-126 and Mesothelin were found as a significant prognostic biomarker for MPM. ATG5 has been identified as an asbestos-related biomarker that can help to detect MPM with high sensitivity and specificity in pre-diagnostic samples for up to two years before diagnosis. To utilize this approach practically, higher number of cases has to be tested in order to give the combination of the two markers sufficient statistical power. Performance of the biomarkers should be confirmed by testing their combination in an independent cohort with pre-diagnostic samples.
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Affiliation(s)
- Marco Tomasetti
- Department of Clinical and Molecular Sciences, Polytechnic University of Marche, Via Tronto 10A, Ancona, 60126, Italy.
| | - Federica Monaco
- Department of Excellence SBSP-Biomedical Sciences and Public Health, Polytechnic University of Marche, Via Tronto 10A, Ancona, 60126, Italy
| | - Olga Strogovets
- Department of Clinical and Molecular Sciences, Polytechnic University of Marche, Via Tronto 10A, Ancona, 60126, Italy
| | - Luca Volpini
- Department of Clinical and Molecular Sciences, Polytechnic University of Marche, Via Tronto 10A, Ancona, 60126, Italy
| | - Matteo Valentino
- Department of Clinical and Molecular Sciences, Polytechnic University of Marche, Via Tronto 10A, Ancona, 60126, Italy
| | - Monica Amati
- Department of Clinical and Molecular Sciences, Polytechnic University of Marche, Via Tronto 10A, Ancona, 60126, Italy
| | - Jiri Neuzil
- Mitochondria, Apoptosis and Cancer Research Group, School of Pharmacy and Medical Science, Griffith University, Southport, Qld, 4222, Australia
- Molecular Therapy Group, Institute of Biotechnology, Czech Academy of Sciences, Prague- West, 252 50, Czech Republic
- Faculty of Science and First Faculty of Medicine, Charles University, Prague 2, 128 00, Czech Republic
| | - Lory Santarelli
- Department of Clinical and Molecular Sciences, Polytechnic University of Marche, Via Tronto 10A, Ancona, 60126, Italy
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Di Mauro G, Frontini F, Torreggiani E, Iaquinta MR, Caselli A, Mazziotta C, Esposito V, Mazzoni E, Libener R, Grosso F, Maconi A, Martini F, Bononi I, Tognon M. Epigenetic investigation into circulating microRNA 197-3p in sera from patients affected by malignant pleural mesothelioma and workers ex-exposed to asbestos. Sci Rep 2023; 13:6501. [PMID: 37081052 PMCID: PMC10119131 DOI: 10.1038/s41598-023-33116-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 04/07/2023] [Indexed: 04/22/2023] Open
Abstract
The epigenetic role of microRNAs is established at both physiological and pathological levels. Dysregulated miRNAs and their targets appear to be a promising approach for innovative anticancer therapies. In our previous study, circulating miR-197-3p tested dysregulated in workers ex-exposed to asbestos (WEA). Herein, an epigenetic investigation on this circulating miRNA was carried out in sera from malignant pleural mesothelioma (MPM) patients. MiR-197-3p was quantified in MPM (n = 75) sera and comparatively analyzed to WEA (n = 75) and healthy subject (n = 75) sera, using ddPCR and RT-qPCR techniques. Clinicopathological characteristics, occupational, non-occupational information and overall survival (OS) were evaluated in correlation studies. MiR-197-3p levels, analyzed by ddPCR, were significantly higher in MPM than in WEA cohort, with a mean copies/µl of 981.7 and 525.01, respectively. Consistently, RT-qPCR showed higher miR-197-3p levels in sera from MPM with a mean copies/µl of 603.7, compared to WEA with 336.1 copies/µl. OS data were significantly associated with histologic subtype and pleurectomy. Circulating miR-197-3p is proposed as a new potential biomarker for an early diagnosis of the MPM onset. Indeed, miR-197-3p epigenetic investigations along with chest X-ray, computed tomography scan and spirometry could provide relevant information useful to reach an early and effective diagnosis for MPM.
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Affiliation(s)
- Giulia Di Mauro
- Department of Medical Sciences, Laboratories of Cell Biology and Molecular Genetics, School of Medicine, University of Ferrara, 64B, Fossato di Mortara Street, 44121, Ferrara, Italy
| | - Francesca Frontini
- Department of Medical Sciences, Laboratories of Cell Biology and Molecular Genetics, School of Medicine, University of Ferrara, 64B, Fossato di Mortara Street, 44121, Ferrara, Italy
| | - Elena Torreggiani
- Department of Medical Sciences, Laboratories of Cell Biology and Molecular Genetics, School of Medicine, University of Ferrara, 64B, Fossato di Mortara Street, 44121, Ferrara, Italy
| | - Maria Rosa Iaquinta
- Department of Medical Sciences, Laboratories of Cell Biology and Molecular Genetics, School of Medicine, University of Ferrara, 64B, Fossato di Mortara Street, 44121, Ferrara, Italy
| | - Andrea Caselli
- Department of Medical Sciences, Laboratories of Cell Biology and Molecular Genetics, School of Medicine, University of Ferrara, 64B, Fossato di Mortara Street, 44121, Ferrara, Italy
| | - Chiara Mazziotta
- Department of Medical Sciences, Laboratories of Cell Biology and Molecular Genetics, School of Medicine, University of Ferrara, 64B, Fossato di Mortara Street, 44121, Ferrara, Italy
| | - Valentina Esposito
- Department of Medical Sciences, Laboratories of Cell Biology and Molecular Genetics, School of Medicine, University of Ferrara, 64B, Fossato di Mortara Street, 44121, Ferrara, Italy
| | - Elisa Mazzoni
- Department of Chemical, Pharmaceutical and Agricultural Sciences-DOCPAS, University of Ferrara, 44121, Ferrara, Italy
| | - Roberta Libener
- Research Training and Innovation Infrastructure - Department of Integrated Research and Innovation Activities (DAIRI), AO SS. Antonio e Biagio e Cesare Arrigo, 15121, Alessandria, Italy
| | - Federica Grosso
- Mesothelioma Unit, AO SS. Antonio e Biagio e Cesare Arrigo, 15121, Alessandria, Italy
| | - Antonio Maconi
- Research Training and Innovation Infrastructure - Department of Integrated Research and Innovation Activities (DAIRI), AO SS. Antonio e Biagio e Cesare Arrigo, 15121, Alessandria, Italy
| | - Fernanda Martini
- Department of Medical Sciences, Laboratories of Cell Biology and Molecular Genetics, School of Medicine, University of Ferrara, 64B, Fossato di Mortara Street, 44121, Ferrara, Italy
| | - Ilaria Bononi
- Department of Translational Medicine and for Romagna, University of Ferrara, 70, Fossato di Mortara Street, 44121, Ferrara, Italy.
| | - Mauro Tognon
- Department of Medical Sciences, Laboratories of Cell Biology and Molecular Genetics, School of Medicine, University of Ferrara, 64B, Fossato di Mortara Street, 44121, Ferrara, Italy.
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Rittberg R, Chan E, Yip S, Alex D, Ho C. Radiation Induced Abscopal Effect in a Patient With Malignant Pleural Mesothelioma on Pembrolizumab. Cureus 2022; 14:e22159. [PMID: 35308690 PMCID: PMC8920754 DOI: 10.7759/cureus.22159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/12/2022] [Indexed: 11/05/2022] Open
Abstract
Abscopal effect is a rare phenomenon in which treatment benefit from radiotherapy (RT) is seen outside the target field due to activation of the immune system inducing an anti-tumor effect. This phenomenon has been reported in cancer patients receiving immune checkpoint inhibitors (ICI). Here we report a case of presumed abscopal effect in malignant mesothelioma. The patient received second-line single-agent pembrolizumab however had disease progression after four cycles leading to palliative RT (20 Gray) to the right mainstem bronchus. Follow-up radiographic imaging confirmed benefit and pembrolizumab was continued. Follow-up computed tomography (CT) five months after RT, showed marked radiographic improvement of all measurable diseases with improvement in right-sided aerated lung volume. Because of the original disease progression on pembrolizumab, with marked improvements within and outside the RT field after RT, treatment response was presumed due to the abscopal effect.
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Štrbac D, Dolžan V. Matrix Metalloproteinases as Biomarkers and Treatment Targets in Mesothelioma: A Systematic Review. Biomolecules 2021; 11:1272. [PMID: 34572485 PMCID: PMC8469122 DOI: 10.3390/biom11091272] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 08/20/2021] [Accepted: 08/23/2021] [Indexed: 12/13/2022] Open
Abstract
Metalloproteinases (MMPs) have an important role in tissue remodeling and have been shown to have an effect on tumor progression, invasion, metastasis formation, and apoptosis in several tumors, including mesothelioma. Mesothelioma is a rare tumor arising from pleura and peritoneum and is frequently associated with asbestos exposure. We have performed a systematic search of PubMed.gov and ClinicalTrials.gov databases to retrieve and review three groups of studies: studies of MMPs expression in tumor tissue or body fluids in patients with mesothelioma, studies of MMPs genetic variability, and studies of MMPs as potential novel drug targets in mesothelioma. Several studies of MMPs in mesothelioma tissues reported a link between higher expression levels of commonly studied MMPs and clinical parameters, such as overall survival. Fewer studies have investigated genetic variability of MMP genes. Nevertheless, these studies suggested that certain genetic variants in MMP genes can have either protective or tumor-promoting effects on mesothelioma patients. MMPs have been also reported as novel drug targets, but so far no clinical trials of MMP inhibitors are registered in mesothelioma. In conclusion, MMPs play an important role in mesothelioma, but further studies are needed to elucidate the potentials of MMPs as biomarkers and drug targets in mesothelioma.
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Affiliation(s)
| | - Vita Dolžan
- Pharmacogenetics Laboratory, Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia
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A Systematic Study of the Cryogenic Milling of Chrysotile Asbestos. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11114826] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
For more than 40 years, intensive research has been devoted to shedding light on the mechanisms of asbestos toxicity. Given the key role of fibre length in the mechanisms of asbestos toxicity, much work has been devoted to finding suitable comminution routes to produce fibres in desired size intervals. A promising method is cryogenic milling that, unlike other mechanical size reduction techniques, preserves the crystal–chemical properties of materials. In this study, the effect of cryogenic milling on the physical–chemical properties of commercial Russian chrysotile was studied in order to produce precise size fractions with invariant properties compared to the pristine fibres. In particular, two batches with fibres > 5 µm and < 5 µm were prepared, as this limit sets their potential toxicity. The results are fundamental for future in vitro toxicity testing of this commercial product, widely used in chrysotile-friendly countries but not yet adequately studied. Results show that fibre length can be controlled by milling time under cryogenic conditions without inducing structural defects or amorphization; short fibres (95% L < 5 µm) can be obtained by cryogenic milling for 40 min, while 10 min is enough to yield long chrysotile fibres (90% L > 5 µm).
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Yamamoto S, Lee S, Ariyasu T, Endo S, Miyata S, Yasuda A, Harashima A, Ohta T, Kumagai-Τakei N, Ito T, Shimizu Y, Srinivas B, Sada N, Nishimura Y, Otsuki T. Ingredients such as trehalose and hesperidin taken as supplements or foods reverse alterations in human T cells, reducing asbestos exposure-induced antitumor immunity. Int J Oncol 2021; 58:2. [PMID: 33655329 PMCID: PMC7891817 DOI: 10.3892/ijo.2021.5182] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2020] [Accepted: 01/22/2021] [Indexed: 12/12/2022] Open
Abstract
Exposure of human immune cells to asbestos causes a reduction in antitumor immunity. The present study aimed to investigate the recovery of reduced antitumor immunity by several ingredients taken as supplements or foods, including trehalose (Treh) and glycosylated hesperidin (gHesp). Peripheral blood CD4+ cells were stimulated with IL-2, anti-CD3 and anti-CD28 antibodies for 3 days, followed by further stimulation with IL-2 for 7 days. Subsequently, cells were stimulated with IL-2 for an additional 28 days. During the 28 days, cells were cultured in the absence or presence of 50 μg/ml chrysotile asbestos fibers. In addition, cells were treated with 10 mM Treh or 10 μM gHesp. Following culture for 28 days, reverse transcription-quantitative PCR was performed to assess the expression levels of transcription factors, cytokines and specific genes, including matrix metalloproteinase-7 (MMP-7), nicotinamide nucleotide transhydrogenase (NNT) and C-X-C motif chemokine receptor 3, in unstimulated cells (fresh) and cells stimulated with PMA and ionomycin (stimuli). The results demonstrated that compared with the control group, chrysotile-exposure induced alterations in MMP-7, NNT and IL-17A expression levels were not observed in the 'Treh' and 'gHesp' groups in stimulated cells. The results suggested that Treh and gHesp may reverse asbestos exposure-induced reduced antitumor immunity in T helper cells. However, further investigation is required to confirm the efficacy of future trials involving the use of these compounds with high-risk human populations exposed to asbestos, such as workers involved in asbestos-handling activities.
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Affiliation(s)
- Shoko Yamamoto
- Department of Hygiene, Kawasaki Medical School, Kurashiki, Okayama 701-0192, Japan
| | - Suni Lee
- Department of Hygiene, Kawasaki Medical School, Kurashiki, Okayama 701-0192, Japan
| | - Toshio Ariyasu
- R&D Division, Hayashibara Co., Ltd., Naka-ku, Okayama 702-8006, Japan
| | - Shin Endo
- R&D Division, Hayashibara Co., Ltd., Naka-ku, Okayama 702-8006, Japan
| | - Satomi Miyata
- R&D Division, Hayashibara Co., Ltd., Naka-ku, Okayama 702-8006, Japan
| | - Akiko Yasuda
- R&D Division, Hayashibara Co., Ltd., Naka-ku, Okayama 702-8006, Japan
| | - Akira Harashima
- R&D Division, Hayashibara Co., Ltd., Naka-ku, Okayama 702-8006, Japan
| | - Tsunetaka Ohta
- R&D Division, Hayashibara Co., Ltd., Naka-ku, Okayama 702-8006, Japan
| | - Naoko Kumagai-Τakei
- Department of Hygiene, Kawasaki Medical School, Kurashiki, Okayama 701-0192, Japan
| | - Tatsuo Ito
- Department of Hygiene, Kawasaki Medical School, Kurashiki, Okayama 701-0192, Japan
| | - Yurika Shimizu
- Department of Pathophysiology-Periodontal Science, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Kita-ku, Okayama 700-0867, Japan
| | - Bandaru Srinivas
- Department of Hygiene, Kawasaki Medical School, Kurashiki, Okayama 701-0192, Japan
| | - Nagisa Sada
- Department of Hygiene, Kawasaki Medical School, Kurashiki, Okayama 701-0192, Japan
| | - Yasumitsu Nishimura
- Department of Hygiene, Kawasaki Medical School, Kurashiki, Okayama 701-0192, Japan
| | - Takemi Otsuki
- Department of Hygiene, Kawasaki Medical School, Kurashiki, Okayama 701-0192, Japan
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