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Ito K, Yamaguchi M, Semba T, Tabata K, Tamura M, Aoyama M, Abe T, Asano O, Terada Y, Funahashi Y, Fujii H. Amelioration of Tumor-promoting Microenvironment via Vascular Remodeling and CAF Suppression Using E7130: Biomarker Analysis by Multimodal Imaging Modalities. Mol Cancer Ther 2024; 23:235-247. [PMID: 37816248 DOI: 10.1158/1535-7163.mct-23-0158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 07/19/2023] [Accepted: 10/04/2023] [Indexed: 10/12/2023]
Abstract
E7130 is a novel anticancer agent created from total synthetic study of the natural compound norhalichondrin B. In addition to inhibiting microtubule dynamics, E7130 also ameliorates tumor-promoting aspects of the tumor microenvironment (TME) by suppressing cancer-associated fibroblasts (CAF) and promoting remodeling of tumor vasculature. Here, we demonstrate TME amelioration by E7130 using multi-imaging modalities, including multiplexed mass cytometry [cytometry by time-of-flight (CyTOF)] analysis, multiplex IHC analysis, and MRI. Experimental solid tumors characterized by large numbers of CAFs in TME were treated with E7130. E7130 suppressed LAP-TGFβ1 production, a precursor of TGFβ1, in CAFs but not in cancer cells; an effect that was accompanied by a reduction of circulating TGFβ1 in plasma. To our best knowledge, this is the first report to show a reduction of TGFβ1 production in TME. Furthermore, multiplex IHC analysis revealed reduced cellularity and increased TUNEL-positive apoptotic cells in E7130-treated xenografts. Increased microvessel density (MVD) and collagen IV (Col IV), an extracellular matrix (ECM) component associated with endothelial cells, were also observed in the TME, and plasma Col IV levels were also increased by E7130 treatment. MRI revealed increased accumulation of a contrast agent in xenografts. Moreover, diffusion-weighted MRI after E7130 treatment indicated reduction of tumor cellularity and interstitial fluid pressure. Overall, our findings strongly support the mechanism of action that E7130 alters the TME in therapeutically beneficial ways. Importantly, from a translational perspective, our data demonstrated MRI as a noninvasive biomarker to detect TME amelioration by E7130, supported by consistent changes in plasma biomarkers.
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Affiliation(s)
- Ken Ito
- Eisai Co., Ltd., Tsukuba Research Laboratory, Tsukuba, Ibaragi, Japan
- National Cancer Center, Division of Functional Imaging, Kashiwa, Chiba, Japan
| | - Masayuki Yamaguchi
- National Cancer Center, Division of Functional Imaging, Kashiwa, Chiba, Japan
| | - Taro Semba
- Eisai Co., Ltd., Tsukuba Research Laboratory, Tsukuba, Ibaragi, Japan
| | - Kimiyo Tabata
- Eisai Co., Ltd., Tsukuba Research Laboratory, Tsukuba, Ibaragi, Japan
| | - Moe Tamura
- Eisai Co., Ltd., Tsukuba Research Laboratory, Tsukuba, Ibaragi, Japan
| | - Muneo Aoyama
- Eisai Co., Ltd., Tsukuba Research Laboratory, Tsukuba, Ibaragi, Japan
| | - Takanori Abe
- Eisai Co., Ltd., Tsukuba Research Laboratory, Tsukuba, Ibaragi, Japan
| | - Osamu Asano
- Eisai Co., Ltd., Tsukuba Research Laboratory, Tsukuba, Ibaragi, Japan
| | - Yasuhiko Terada
- National Cancer Center, Division of Functional Imaging, Kashiwa, Chiba, Japan
- Graduate School of Pure and Applied Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | | | - Hirofumi Fujii
- National Cancer Center, Division of Functional Imaging, Kashiwa, Chiba, Japan
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Guo H, Zhang J, Qin C, Yan H, Luo X, Zhou H. Advances and challenges of first-line immunotherapy for non-small cell lung cancer: A review. Medicine (Baltimore) 2024; 103:e36861. [PMID: 38241591 PMCID: PMC10798763 DOI: 10.1097/md.0000000000036861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Accepted: 12/14/2023] [Indexed: 01/21/2024] Open
Abstract
The current use of immune checkpoint inhibitors (ICIs) for the treatment of lung cancer has dramatically changed the clinical strategy for metastatic non-small cell lung cancer (mNSCLC). As a result of great achievements in clinical trials, 6 programmed death-1 inhibitors (sintilimab, camrelizumab, tislelizumab, pembrolizumab, cemiplimab, and nivolumab), 2 programmed death-ligand 1 inhibitors (sugemalimab and atezolizumab), and 1 cytotoxic T lymphocyte-associated antigen-4 inhibitor (ipilimumab) have been approved as first-line treatment for mNSCLC by the US Food and Drug Administration. Recently, research on ICIs has shifted from a large number of second-line to first-line settings in clinical trials. Results from first-line trials have shown that almost all driver-negative mNSCLC are treated with ICIs and significantly prolong patient survival; however, the low response rate and adverse reactions to immunotherapy remain to be addressed. Here, we summarize the use of ICIs, including monotherapy and combination therapy, in the first-line treatment of mNSCLC in recent years and discuss the low response rate and adverse reactions of ICIs as well as the challenges and expectations for the first-line treatment of mNSCLC in the future.
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Affiliation(s)
- Haiyang Guo
- Institute of Surgery, School of Medicine and Life Sciences, Chengdu University of TCM, Chengdu, China
- Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining, China
| | - Jun Zhang
- Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining, China
- Institute of Surgery, Graduate School, Zunyi Medical University, Zunyi, China
| | - Chao Qin
- Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining, China
- Institute of Surgery, Graduate School, Zunyi Medical University, Zunyi, China
| | - Hang Yan
- Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining, China
- Institute of Surgery, Graduate School, Zunyi Medical University, Zunyi, China
| | - Xinyue Luo
- Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining, China
| | - Haining Zhou
- Institute of Surgery, School of Medicine and Life Sciences, Chengdu University of TCM, Chengdu, China
- Suining Central Hospital, An Affiliated Hospital of Chongqing Medical University, Suining, China
- Institute of Surgery, Graduate School, Zunyi Medical University, Zunyi, China
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3
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Goto H, Ohtsu T, Ito M, Sagisaka M, Naruto T, Nagai JI, Kitagawa N, Tanaka M, Yanagimachi M, Hiroshima Y, Miyagi Y. A short-term three dimensional culture-based drug sensitivity test is feasible for malignant bone tumors. Hum Cell 2023; 36:2152-2161. [PMID: 37707773 DOI: 10.1007/s13577-023-00982-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 08/31/2023] [Indexed: 09/15/2023]
Abstract
The feasibility of a short-term, three-dimensional (3D) culture-based drug sensitivity test (DST) for surgically resected malignant bone tumors, including osteosarcoma (OS), was evaluated utilizing two OS cell line (KCS8 or KCS9)-derived xenograft (CDX) models. Twenty-three (KCS8) or 39 (KCS9) of 60 tested drugs were likely effective in OS cells derived from a cell line before xenografting. Fewer drugs (19: KCS8, 26: KCS9) were selected as effective drugs in cells derived from a CDX tumor, although the drug sensitivities of 60 drugs significantly correlated between both types of samples. The drug sensitivity of a CDX tumor was not significantly altered after the depletion of non-tumorous components in the sample. In a surgically resected metastatic tumor obtained from a patient with OS, for whom a cancer genome profiling test detected a pathogenic PIK3CA mutation, DST identified mTOR and AKT inhibitors as effective drugs. Of two CDX and six clinical samples of OS and Ewing's sarcoma, DST identified proteasome inhibitors (bortezomib, carfilzomib) and CEP-701 as potentially effective drugs in common. This unique method of in vitro drug testing using 3D-cell cultures is feasible in surgically resected tissues of metastatic malignant bone tumors.
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Affiliation(s)
- Hiroaki Goto
- Division of Hematology/Oncology, Kanagawa Children's Medical Center, 2-138-4 Mutsukawa Minami-Ku, Yokohama, 232-8555, Japan.
- Clinical Research Institute, Kanagawa Children's Medical Center, Yokohama, Japan.
| | - Takashi Ohtsu
- Division of Advanced Cancer Therapeutics, Kanagawa Cancer Center Research Institute, Yokohama, Japan
- Center for Cancer Genome Medicine, Kanagawa Cancer Center, Yokohama, Japan
| | - Mieko Ito
- Clinical Research Institute, Kanagawa Children's Medical Center, Yokohama, Japan
| | - Maiko Sagisaka
- Clinical Research Institute, Kanagawa Children's Medical Center, Yokohama, Japan
| | - Takuya Naruto
- Clinical Research Institute, Kanagawa Children's Medical Center, Yokohama, Japan
| | - Jun-Ichi Nagai
- Department of Pathology, Kanagawa Children's Medical Center, Yokohama, Japan
| | - Norihiko Kitagawa
- Department of Surgery, Kanagawa Children's Medical Center, Yokohama, Japan
| | - Mio Tanaka
- Department of Pathology, Kanagawa Children's Medical Center, Yokohama, Japan
| | - Masakatsu Yanagimachi
- Division of Hematology/Oncology, Kanagawa Children's Medical Center, 2-138-4 Mutsukawa Minami-Ku, Yokohama, 232-8555, Japan
- Clinical Research Institute, Kanagawa Children's Medical Center, Yokohama, Japan
| | - Yukihiko Hiroshima
- Division of Advanced Cancer Therapeutics, Kanagawa Cancer Center Research Institute, Yokohama, Japan
- Center for Cancer Genome Medicine, Kanagawa Cancer Center, Yokohama, Japan
| | - Yohei Miyagi
- Molecular Pathology and Genetics Division, Kanagawa Cancer Center Research Institute, Yokohama, Japan
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Xu Y, Liu Y, Ge Y, Li H, Zhang Y, Wang L. Drug resistance mechanism and reversal strategy in lung cancer immunotherapy. Front Pharmacol 2023; 14:1230824. [PMID: 37795038 PMCID: PMC10546211 DOI: 10.3389/fphar.2023.1230824] [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: 05/29/2023] [Accepted: 09/08/2023] [Indexed: 10/06/2023] Open
Abstract
Among all malignant tumors, lung cancer has the highest mortality and morbidity rates. The non-small cell lung cancer (NSCLC) and small cell lung cancer (SCLC) are the most common histological subtypes. Although there are a number of internationally recognized lung cancer therapy regimens, their therapeutic effects remain inadequate. The outlook for individuals with lung carcinoma has ameliorated partly thanks to the intensive study of the tumor microenvironment and immune checkpoint inhibitors. Numerous cancers have been effectively treated with immunotherapy, which has had positive therapeutic results. Global clinical trials have validated that PD-1/PD-L1 inhibitors are effective and safe for treating lung cancer either independently or in combination, and they are gradually being recommended as systemic treatment medications by numerous guidelines. However, the immunotherapy resistance restricts the immunotherapy efficacy due to the formation of tumor immunosuppressive microenvironment and tumor mutations, and immunotherapy is only effective for a small percentage of lung cancer patients. To summarize, while tumor immunotherapy is benefiting an increasing number of lung cancer patients, most of them still develop natural or acquired resistance during immunotherapy. Consequently, a crucial and urgent topic is understanding and tackling drug resistance triggered by immunotherapy in lung cancer treatment. This review will outline the presently recognized mechanisms of immunotherapy resistance and reversal strategies in lung cancer.
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Affiliation(s)
| | | | | | | | - Yi Zhang
- First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Liping Wang
- First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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Hoffmann E, Schache D, Höltke C, Soltwisch J, Niland S, Krähling T, Bergander K, Grewer M, Geyer C, Groeneweg L, Eble JA, Vogl T, Roth J, Heindel W, Maus B, Helfen A, Faber C, Wildgruber M, Gerwing M, Hoerr V. Multiparametric chemical exchange saturation transfer MRI detects metabolic changes in breast cancer following immunotherapy. J Transl Med 2023; 21:577. [PMID: 37641066 PMCID: PMC10463706 DOI: 10.1186/s12967-023-04451-6] [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: 03/08/2023] [Accepted: 08/19/2023] [Indexed: 08/31/2023] Open
Abstract
BACKGROUND With metabolic alterations of the tumor microenvironment (TME) contributing to cancer progression, metastatic spread and response to targeted therapies, non-invasive and repetitive imaging of tumor metabolism is of major importance. The purpose of this study was to investigate whether multiparametric chemical exchange saturation transfer magnetic resonance imaging (CEST-MRI) allows to detect differences in the metabolic profiles of the TME in murine breast cancer models with divergent degrees of malignancy and to assess their response to immunotherapy. METHODS Tumor characteristics of highly malignant 4T1 and low malignant 67NR murine breast cancer models were investigated, and their changes during tumor progression and immune checkpoint inhibitor (ICI) treatment were evaluated. For simultaneous analysis of different metabolites, multiparametric CEST-MRI with calculation of asymmetric magnetization transfer ratio (MTRasym) at 1.2 to 2.0 ppm for glucose-weighted, 2.0 ppm for creatine-weighted and 3.2 to 3.6 ppm for amide proton transfer- (APT-) weighted CEST contrast was conducted. Ex vivo validation of MRI results was achieved by 1H nuclear magnetic resonance spectroscopy, matrix-assisted laser desorption/ionization mass spectrometry imaging with laser postionization and immunohistochemistry. RESULTS During tumor progression, the two tumor models showed divergent trends for all examined CEST contrasts: While glucose- and APT-weighted CEST contrast decreased and creatine-weighted CEST contrast increased over time in the 4T1 model, 67NR tumors exhibited increased glucose- and APT-weighted CEST contrast during disease progression, accompanied by decreased creatine-weighted CEST contrast. Already three days after treatment initiation, CEST contrasts captured response to ICI therapy in both tumor models. CONCLUSION Multiparametric CEST-MRI enables non-invasive assessment of metabolic signatures of the TME, allowing both for estimation of the degree of tumor malignancy and for assessment of early response to immune checkpoint inhibition.
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Affiliation(s)
- Emily Hoffmann
- Clinic of Radiology, University of Münster, Münster, Germany.
| | - Daniel Schache
- Clinic of Radiology, University of Münster, Münster, Germany
| | - Carsten Höltke
- Clinic of Radiology, University of Münster, Münster, Germany
| | - Jens Soltwisch
- Institute of Hygiene, University of Münster, Münster, Germany
| | - Stephan Niland
- Institute of Physiological Chemistry and Pathobiochemistry, University of Münster, Münster, Germany
| | - Tobias Krähling
- Clinic of Radiology, University of Münster, Münster, Germany
| | - Klaus Bergander
- Institute of Organic Chemistry, University of Münster, Münster, Germany
| | - Martin Grewer
- Clinic of Radiology, University of Münster, Münster, Germany
| | | | - Linda Groeneweg
- Institute of Immunology, University of Münster, Münster, Germany
| | - Johannes A Eble
- Institute of Physiological Chemistry and Pathobiochemistry, University of Münster, Münster, Germany
| | - Thomas Vogl
- Institute of Immunology, University of Münster, Münster, Germany
| | - Johannes Roth
- Institute of Immunology, University of Münster, Münster, Germany
| | - Walter Heindel
- Clinic of Radiology, University of Münster, Münster, Germany
| | - Bastian Maus
- Clinic of Radiology, University of Münster, Münster, Germany
| | - Anne Helfen
- Clinic of Radiology, University of Münster, Münster, Germany
| | - Cornelius Faber
- Clinic of Radiology, University of Münster, Münster, Germany
| | - Moritz Wildgruber
- Clinic of Radiology, University of Münster, Münster, Germany
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - Mirjam Gerwing
- Clinic of Radiology, University of Münster, Münster, Germany
| | - Verena Hoerr
- Clinic of Radiology, University of Münster, Münster, Germany
- Heart Center Bonn, Department of Internal Medicine II, University Hospital Bonn, Bonn, Germany
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Nava A, Alves da Quinta D, Prato L, Girotti R, Moron G, Llera AS, Fernández EA. Novel evaluation approach for molecular signature-based deconvolution methods. J Biomed Inform 2023; 142:104387. [PMID: 37172634 DOI: 10.1016/j.jbi.2023.104387] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 03/17/2023] [Accepted: 05/07/2023] [Indexed: 05/15/2023]
Abstract
The tumoral immune microenvironment (TIME) plays a key role in prognosis, therapeutic approach and pathophysiological understanding over oncological processes. Several computational immune cell-type deconvolution methods (DM), supported by diverse molecular signatures (MS), have been developed to uncover such TIME interplay from RNA-seq tumor biopsies. MS-DM pairs were benchmarked against each other by means of different metrics, such as Pearson's correlation, R2 and RMSE, but these only evaluate the linear association of the estimated proportion related to the expected one, missing the analysis of prediction-dependent bias trends and cell identification accuracy. We present a novel protocol composed of four tests allowing appropriate evaluation of the cell type identification performance and proportion prediction accuracy of molecular signature-deconvolution method pair by means of certainty and confidence cell-type identification scores (F1-score, distance to the optimal point and error rates) as well the Bland-Altman method for error-trend analysis. Our protocol was used to benchmark six state-of-the-art DMs (CIBERSORTx, DCQ, DeconRNASeq, EPIC, MIXTURE and quanTIseq) paired to five murine tissue-specific MSs, revealing a systematic overestimation of the number of different cell types across almost all methods.
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Affiliation(s)
- A Nava
- Fundación Instituto Leloir-CONICET, Buenos Aires, Argentina; Fundación Huésped, Buenos Aires, Argentina
| | - D Alves da Quinta
- Fundación Instituto Leloir-CONICET, Buenos Aires, Argentina; Universidad Argentina de la Empresa (UADE). Instituto de Tecnología (INTEC), Buenos Aires, Argentina
| | - L Prato
- Universidad de Villa María, Córdoba, Argentina
| | - R Girotti
- Universidad Argentina de la Empresa (UADE). Instituto de Tecnología (INTEC), Buenos Aires, Argentina
| | - G Moron
- Departamento de Bioquímica Clínica, Facultad de Ciencias Químicas, Universidad Nacional de Córdoba, Córdoba, Argentina; Centro de Investigaciones en Bioquímica Clínica e Inmunología, CONICET, Córdoba, Argentina
| | - A S Llera
- Fundación Instituto Leloir-CONICET, Buenos Aires, Argentina
| | - E A Fernández
- Facultad de Ingeniería, Carrera de Bioinformática, Universidad Católica de Córdoba (UCC), Córdoba, Argentina; Facultad de Ciencias Exactas Físicas y Naturales, Universidad Nacional de Córdoba, Córdoba, Argentina; Centro de Investigaciòn en Inmunología y Enfermedades Infecciosas, UCC, CONICET, Córdoba, Argentina.
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Fan H, Guo Z. Tumor microenvironment-responsive manganese-based nanomaterials for cancer treatment. Coord Chem Rev 2023. [DOI: 10.1016/j.ccr.2023.215027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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Li Z, Zhou B, Zhu X, Yang F, Jin K, Dai J, Zhu Y, Song X, Jiang G. Differentiation-related genes in tumor-associated macrophages as potential prognostic biomarkers in non-small cell lung cancer. Front Immunol 2023; 14:1123840. [PMID: 36969247 PMCID: PMC10033599 DOI: 10.3389/fimmu.2023.1123840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 02/23/2023] [Indexed: 03/12/2023] Open
Abstract
BackgroundThe purpose of this study was to evaluate the role of differentiation-related genes (DRGs) in tumor-associated macrophages (TAMs) in non-small cell lung cancer (NSCLC).MethodsSingle cell RNA-seq (scRNA-seq) data from GEO and bulk RNA-seq data from TCGA were analyzed to identify DRGs using trajectory method. Functional gene analysis was carried out by GO/KEGG enrichment analysis. The mRNA and protein expression in human tissue were analyzed by HPA and GEPIA databases. To investigate the prognostic value of these genes, three risk score (RS) models in different pathological types of NSCLC were generated and predicted NSCLC prognosis in datasets from TCGA, UCSC and GEO databases.Results1,738 DRGs were identified through trajectory analysis. GO/KEGG analysis showed that these genes were predominantly related to myeloid leukocyte activation and leukocyte migration. 13 DRGs (C1QB, CCL4, CD14, CD84, FGL2, MS4A6A, NLRP3, PLEK, RNASE6, SAMSN1, SPN, TMEM176B, ZEB2) related to prognosis were obtained through univariate Cox analysis and Lasso regression. C1QB, CD84, FGL2, MS4A6A, NLRP3, PLEK, SAMSN1, SPN, and ZEB2 were downregulated in NSCLC compared to non-cancer tissue. The mRNA of 13 genes were significantly expressed in pulmonary macrophages with strong cell specificity. Meanwhile, immunohistochemical staining showed that C1QB, CCL4, SPN, CD14, NLRP3, SAMSN1, MS4A6A, TMEM176B were expressed in different degrees in lung cancer tissues. ZEB2 (HR=1.4, P<0.05) and CD14 (HR=1.6, P<0.05) expression were associated with a worse prognosis in lung squamous cell carcinoma; ZEB2 (HR=0.64, P<0.05), CD84 (HR=0.65, P<0.05), PLEK (HR=0.71, P<0.05) and FGL2 (HR=0.61, P<0.05) expression were associated with a better prognosis in lung adenocarcinoma. Three RS models based on 13 DRGs both showed that the high RS was significantly associated with poor prognosis in different pathological types of NSCLC.ConclusionsThis study highlights the prognostic value of DRGs in TAMs in NSCLC patients, providing novel insights for the development of therapeutic and prognostic targets based on TAM functional differences.
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Affiliation(s)
| | | | | | | | | | | | | | - Xiao Song
- *Correspondence: Xiao Song, ; Gening Jiang,
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Wu S, Huang C, Su L, Wong PP, Huang Y, Chen R, Lin P, Ye Y, Song P, Han P, Huang X. Cancer associated fibroblast derived gene signature determines cancer subtypes and prognostic model construction in head and neck squamous cell carcinomas. Cancer Med 2023; 12:6388-6400. [PMID: 36404634 PMCID: PMC10028128 DOI: 10.1002/cam4.5383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Revised: 08/22/2022] [Accepted: 10/11/2022] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Head and neck squamous cell carcinomas (HNSCC) are the most common type of head and neck cancer with an unimproved prognosis over the past decades. Although the role of cancer-associated-fibroblast (CAF) has been demonstrated in HNSCC, the correlation between CAF-derived gene expression and patient prognosis remains unknown. METHODS A total of 528 patients from TCGA database and 270 patients from GSE65858 database were contained in this study. After extracting 66 CAF-related gene expression data from TCGA database, consensus clustering was performed to identify different HNSCC subtypes. Limma package was used to distinguish the differentially expression genes (DEGs) between these subtypes, followed by Lasso regression analysis to construct a prognostic model. The model was validated by performing Kaplan-Meier survival, ROC and risk curve, univariate and multivariate COX regression analysis. GO, KEGG, GSEA, ESTIMATE and ssGSEA analyses was performed to explort the potential mechanism leading to different prognosis. RESULTS Based on the 66 CAF-related gene expression pattern we stratitied HNSCC patients into two previously unreported subtypes with different clinical outcomes. A prognostic model composed of 15 DEGs was constructed and validated. In addition, bioinformatics analysis showed that the prognostic risk of HNSCC patients was also negatively correlated to immune infiltration, implying the role of tumor immune escape in HNSCC prognosis and treatment option. CONCLUSIONS The study develops a reliable prognostic prediction tool and provides a theoretical treatment guidance for HNSCC patients.
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Affiliation(s)
- Sangqing Wu
- Department of Otolaryngology Head and Neck Surgery, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Cheng Huang
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Medical Research Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Liangping Su
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Medical Research Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Ping-Pui Wong
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Medical Research Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yongsheng Huang
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- The Cellular & Molecular Diagnostics Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Renhui Chen
- Department of Otolaryngology Head and Neck Surgery, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Peiliang Lin
- Department of Otolaryngology Head and Neck Surgery, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yuchu Ye
- Department of Otolaryngology Head and Neck Surgery, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Pang Song
- Department of Otolaryngology Head and Neck Surgery, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Ping Han
- Department of Otolaryngology Head and Neck Surgery, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiaoming Huang
- Department of Otolaryngology Head and Neck Surgery, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
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Luo D, Zeng X, Zhang S, Li D, Cheng Z, Wang Y, Long J, Hu Z, Long S, Zhou J, Zhang S, Zeng Z. Pirfenidone suppressed triple-negative breast cancer metastasis by inhibiting the activity of the TGF-β/SMAD pathway. J Cell Mol Med 2023; 27:456-469. [PMID: 36651490 PMCID: PMC9889661 DOI: 10.1111/jcmm.17673] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 12/20/2022] [Accepted: 01/04/2023] [Indexed: 01/19/2023] Open
Abstract
Among breast cancer patients, metastases are the leading cause of death. Despite decades of effort, little progress has been made to improve the treatment of breast cancer metastases, especially triple-negative breast cancer (TNBC). The extracellular matrix plays an important role in tumour growth and metastasis by causing its deposition, remodelling, and signalling. As we know, the process of fibrosis results in excessive amounts of extracellular matrix being deposited within the cells. So, it will be interesting to study if the use of anti-fibrotic drugs in combination with conventional chemotherapy drugs can produce synergistic antitumor effects. In this study, we assessed the efficacy of Pirfenidone (PFD), an FDA-approved medication for the treatment of idiopathic pulmonary fibrosis, on TNBC cells as well as its anti-tumour effects in xenograft tumour model. PFD inhibited in a dose-dependent manner breast cancer cell proliferation, migration, and invasion, while promoted their apoptosis in vitro. PFD also suppressed TGF-β-induced activation of Smad signalling pathway and expression level of EMT-inducing transcription factors (e.g. SNAI2, TWIST1, ZEB1) as well as the mesenchymal genes such as VIMENTIN and N-Cadherin. On the contrary, the expression level of epithelial marker gene E-Cadherin was up-regulated in the presence of PFD. In vivo, PFD alone exerted a milder but significant anti-tumour effect than the chemotherapy drug nanoparticle albumin-bound paclitaxel (nab-PTX) did in the breast cancer xenograft mouse model. Interestingly, PFD synergistically boosted the cancer-killing effect of nab-PTX. Furthermore, Our data suggest that PFD suppressed breast cancer metastasis by inhibiting the activity of the TGFβ/SMAD pathway.
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Affiliation(s)
- Daiqin Luo
- School of Basic Medical Sciences/School of Biology & EngineeringGuizhou Medical UniversityGuiyangChina,Engineering Center of cellular immunotherapy of Guizhou ProvinceGuiyangChina,Department of oncologyAffiliated Hospital of Guizhou Medical UniversityGuiyangChina,Department of oncologyAffiliated Cancer Hospital of Guizhou Medical UniversityGuiyangChina
| | - Xianlin Zeng
- School of Basic Medical Sciences/School of Biology & EngineeringGuizhou Medical UniversityGuiyangChina,Engineering Center of cellular immunotherapy of Guizhou ProvinceGuiyangChina,Key Laboratory of infectious immunity and antibody engineering of Guizhou ProvinceGuiyangChina
| | - Shuling Zhang
- School of Public HealthGuizhou Medical UniversityGuiyangChina
| | - Daohong Li
- School of Basic Medical Sciences/School of Biology & EngineeringGuizhou Medical UniversityGuiyangChina,Engineering Center of cellular immunotherapy of Guizhou ProvinceGuiyangChina,Key Laboratory of infectious immunity and antibody engineering of Guizhou ProvinceGuiyangChina
| | - Zhimei Cheng
- Department of Interventional RadiologyAffiliated Hospital of Guizhou Medical UniversityGuiyangChina
| | - Yun Wang
- School of Basic Medical Sciences/School of Biology & EngineeringGuizhou Medical UniversityGuiyangChina,Engineering Center of cellular immunotherapy of Guizhou ProvinceGuiyangChina,Key Laboratory of infectious immunity and antibody engineering of Guizhou ProvinceGuiyangChina,Key Laboratory of Endemic and Ethnic Diseases, Ministry of EducationGuizhou Medical UniversityGuiyangChina,State Key Laboratory of Functions & Applications of Medicinal PlantsGuizhou Medical UniversityGuiyangChina
| | - Jinhua Long
- School of Basic Medical Sciences/School of Biology & EngineeringGuizhou Medical UniversityGuiyangChina,Department of oncologyAffiliated Hospital of Guizhou Medical UniversityGuiyangChina,Department of oncologyAffiliated Cancer Hospital of Guizhou Medical UniversityGuiyangChina
| | - Zuquan Hu
- School of Basic Medical Sciences/School of Biology & EngineeringGuizhou Medical UniversityGuiyangChina,Engineering Center of cellular immunotherapy of Guizhou ProvinceGuiyangChina,Key Laboratory of infectious immunity and antibody engineering of Guizhou ProvinceGuiyangChina,Key Laboratory of Endemic and Ethnic Diseases, Ministry of EducationGuizhou Medical UniversityGuiyangChina,State Key Laboratory of Functions & Applications of Medicinal PlantsGuizhou Medical UniversityGuiyangChina
| | - Shiqi Long
- School of Basic Medical Sciences/School of Biology & EngineeringGuizhou Medical UniversityGuiyangChina,Engineering Center of cellular immunotherapy of Guizhou ProvinceGuiyangChina,Key Laboratory of infectious immunity and antibody engineering of Guizhou ProvinceGuiyangChina,Key Laboratory of Endemic and Ethnic Diseases, Ministry of EducationGuizhou Medical UniversityGuiyangChina,State Key Laboratory of Functions & Applications of Medicinal PlantsGuizhou Medical UniversityGuiyangChina
| | - Jing Zhou
- School of Basic Medical Sciences/School of Biology & EngineeringGuizhou Medical UniversityGuiyangChina,Engineering Center of cellular immunotherapy of Guizhou ProvinceGuiyangChina,Key Laboratory of infectious immunity and antibody engineering of Guizhou ProvinceGuiyangChina,Key Laboratory of Endemic and Ethnic Diseases, Ministry of EducationGuizhou Medical UniversityGuiyangChina,State Key Laboratory of Functions & Applications of Medicinal PlantsGuizhou Medical UniversityGuiyangChina
| | - Shuai Zhang
- Department of Interventional RadiologyAffiliated Hospital of Guizhou Medical UniversityGuiyangChina
| | - Zhu Zeng
- School of Basic Medical Sciences/School of Biology & EngineeringGuizhou Medical UniversityGuiyangChina,Engineering Center of cellular immunotherapy of Guizhou ProvinceGuiyangChina,Key Laboratory of infectious immunity and antibody engineering of Guizhou ProvinceGuiyangChina,Key Laboratory of Endemic and Ethnic Diseases, Ministry of EducationGuizhou Medical UniversityGuiyangChina,State Key Laboratory of Functions & Applications of Medicinal PlantsGuizhou Medical UniversityGuiyangChina
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11
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Liu Q, Tang L, Chen M. Ultrasound Strain Elastography and Contrast-Enhanced Ultrasound in Predicting the Efficacy of Neoadjuvant Chemotherapy for Breast Cancer: A Nomogram Integrating Ki-67 and Ultrasound Features. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2022; 41:2191-2201. [PMID: 34888900 DOI: 10.1002/jum.15900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Revised: 09/27/2021] [Accepted: 11/19/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVES To explore whether conventional elastography and contrast-enhanced ultrasound (CEUS) combined with histopathology can monitor the efficacy of neoadjuvant chemotherapy (NAC) for breast cancer (BC), and develop a Nomogram prediction model monitoring response to NAC. METHODS From February 2010 to November 2015, 91 BC patients who received NAC were recruited. The maximum diameter, stiffness, and CEUS features were assessed. Core biopsy, surgical pathology immunophenotype, and Miller-Payne (MP) evaluation were documented. Univariate and multivariate analysis was performed using receiver operating characteristic (ROC) analysis and logistic regression analysis. RESULTS There were 37 cases showing pathological complete response (pCR) and 54 of non-pCR. The changes of maximal diameter were correlated with MP (P < .05). The sensitivity (SEN), specificity (SPE), and area under the ROC curve (AUC) of baseline size predicting pCR were 57.40%, 70.30%, and 0.64 (P = .024). Baseline Ki-67 index of pCR group is significantly higher than that of non-pCR group (P = .029), and the ROC analysis of baseline Ki-67 indicates the SEN, SPE, and AUC of 51.70%, 78.00%, and 0.638 (P = .050). When combined with size, CEUS features, stiffness, and Ki-67 of baseline, the ROC curve shows good performance with SEN, SPE, and AUC of 70.00%, 76.19%, 0.821 (P = .004). Incorporating the change of characteristics into multivariate regression analysis, the results demonstrate excellent performance (SEN 100.00%, SPE 95.24%, AUC 0.986, P = .000). CONCLUSIONS The change of the maximum size was correlated with MP score, which can provide reference to predict efficacy of NAC and evaluate residual lesions. When combining with elastography, CEUS, and Ki-67, better performance in predicting pathological response was shown.
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Affiliation(s)
- Qi Liu
- Department of Ultrasound Medicine, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lei Tang
- Department of Ultrasound Medicine, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Man Chen
- Department of Ultrasound Medicine, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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12
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Comparative biomarker analysis of PALOMA-2/3 trials for palbociclib. NPJ Precis Oncol 2022; 6:56. [PMID: 35974168 PMCID: PMC9381541 DOI: 10.1038/s41698-022-00297-1] [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] [Received: 09/28/2021] [Accepted: 06/20/2022] [Indexed: 11/08/2022] Open
Abstract
While cyclin-dependent kinase 4/6 (CDK4/6) inhibitors, including palbociclib, combined with endocrine therapy (ET), are becoming the standard-of-care for hormone receptor-positive/human epidermal growth factor receptor 2‒negative metastatic breast cancer, further mechanistic insights are needed to maximize benefit from the treatment regimen. Herein, we conducted a systematic comparative analysis of gene expression/progression-free survival relationship from two phase 3 trials (PALOMA-2 [first-line] and PALOMA-3 [≥second-line]). In the ET-only arm, there was no inter-therapy line correlation. However, adding palbociclib resulted in concordant biomarkers independent of initial ET responsiveness, with shared sensitivity genes enriched in estrogen response and resistance genes over-represented by mTORC1 signaling and G2/M checkpoint. Biomarker patterns from the combination arm resembled patterns observed in ET in advanced treatment-naive patients, especially patients likely to be endocrine-responsive. Our findings suggest palbociclib may recondition endocrine-resistant tumors to ET, and may guide optimal therapeutic sequencing by partnering CDK4/6 inhibitors with different ETs. Pfizer (NCT01740427; NCT01942135).
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13
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Wang Y, Song T, Li K, Liu H, Han Y, Xu T, Cao F, Li Y, Yu Y. Heparanase is a prognostic biomarker independent of tumor purity and hypoxia based on bioinformatics and immunohistochemistry analysis of esophageal squamous cell carcinoma. World J Surg Oncol 2022; 20:236. [PMID: 35840985 PMCID: PMC9288057 DOI: 10.1186/s12957-022-02698-9] [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: 01/01/2022] [Accepted: 07/02/2022] [Indexed: 11/10/2022] Open
Abstract
Background Esophageal squamous cell carcinoma (ESCC) is a common malignant tumor of the digestive tract with a poor prognosis. The tumor microenvironment (TME) is mainly composed of tumor cells, stromal cells, and immune cells and plays an important role in ESCC development. There are substantial differences in tumor purity among different parts of ESCC tissues, consisting of distinct immune and stromal cells and variations in the status of hypoxia. Thus, prognostic models of ESCC based on bioinformatic analysis of tumor tissues are unreliable. Method Differentially expressed genes (DEGs) independent of tumor purity and hypoxia were screened by Spearman correlation analysis of public ESCC cohorts. Subsequently, the DEGs were subjected to Cox regression analysis. Then, we constructed a protein–protein interaction (PPI) network of the DEGs using Cytoscape. Intersection analysis of the univariate Cox and PPI results indicated that heparanase (HPSE), an endo-β-D-glucuronidase capable of cleaving heparan sulfate side chains, was a predictive factor. Gene set enrichment analysis (GSEA) was used to reveal the potential function of HPSE, and single-cell sequencing data were analyzed to evaluate the distribution of HPSE in immune cells. Furthermore, a human ESCC tissue microarray was used to validate the expression and prognostic value of HPSE. Result We found that HPSE was downregulated in ESCC tissues and was not correlated with tumor purity or hypoxia status. HPSE is involved in multiple biological processes. ESCC patients with low HPSE expression in cancerous tissues exhibited poor prognosis. Conclusions These results indicate that low HPSE expression in cancerous tissues correlates with poor prognosis in patients with ESCC. HPSE is a novel prognostic biomarker independent of tumor purity and hypoxia status in ESCC. Supplementary Information The online version contains supplementary material available at 10.1186/s12957-022-02698-9.
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Affiliation(s)
- Yu Wang
- Department of Oncology, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, 442000, People's Republic of China
| | - Tongjun Song
- Department of Oncology, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, 442000, People's Republic of China
| | - Kai Li
- Department of Pathology, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, 442000, People's Republic of China
| | - Hao Liu
- Department of Oncology, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, 442000, People's Republic of China
| | - Yan Han
- Department of Oncology, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, 442000, People's Republic of China
| | - Tao Xu
- Department of Oncology, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, 442000, People's Republic of China
| | - Fengjun Cao
- Department of Oncology, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, 442000, People's Republic of China
| | - Yong Li
- Department of Oncology, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, 442000, People's Republic of China.
| | - Yuandong Yu
- Department of Oncology, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, 442000, People's Republic of China.
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14
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Abreu de Oliveira WA, El Laithy Y, Bruna A, Annibali D, Lluis F. Wnt Signaling in the Breast: From Development to Disease. Front Cell Dev Biol 2022; 10:884467. [PMID: 35663403 PMCID: PMC9157790 DOI: 10.3389/fcell.2022.884467] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Accepted: 04/22/2022] [Indexed: 12/11/2022] Open
Abstract
The Wnt cascade is a primordial developmental signaling pathway that plays a myriad of essential functions throughout development and adult homeostasis in virtually all animal species. Aberrant Wnt activity is implicated in embryonic and tissue morphogenesis defects, and several diseases, most notably cancer. The role of Wnt signaling in mammary gland development and breast cancer initiation, maintenance, and progression is far from being completely understood and is rather shrouded in controversy. In this review, we dissect the fundamental role of Wnt signaling in mammary gland development and adult homeostasis and explore how defects in its tightly regulated and intricated molecular network are interlinked with cancer, with a focus on the breast.
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Affiliation(s)
- Willy Antoni Abreu de Oliveira
- Department of Development and Regeneration, Stem Cell Institute, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
- *Correspondence: Willy Antoni Abreu de Oliveira, ; Frederic Lluis,
| | - Youssef El Laithy
- Department of Development and Regeneration, Stem Cell Institute, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Alejandra Bruna
- Centre for Paediatric Oncology Experimental Medicine, Centre for Cancer Evolution, Molecular Pathology Division, London, United Kingdom
| | - Daniela Annibali
- Department of Oncology, Gynecological Oncology Laboratory, Leuven Cancer Institute (LKI), KU Leuven, Leuven, Belgium
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Frederic Lluis
- Department of Development and Regeneration, Stem Cell Institute, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
- *Correspondence: Willy Antoni Abreu de Oliveira, ; Frederic Lluis,
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15
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Zhao Y, Xu H, Zhang M, Li L. Single-Cell RNA-Seq and Bulk RNA-Seq Reveal Intratumoral Heterogeneity and Tumor Microenvironment Characteristics in Diffuse Large B-Cell Lymphoma. Front Genet 2022; 13:881345. [PMID: 35601491 PMCID: PMC9116505 DOI: 10.3389/fgene.2022.881345] [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] [Received: 02/22/2022] [Accepted: 04/22/2022] [Indexed: 12/02/2022] Open
Abstract
Background: Diffuse large B-cell lymphoma (DLBCL) is the most common histologic subtype of non-Hodgkin’s lymphoma (NHL) with highly heterogeneous genetic and phenotypic features. Therefore, a comprehensive understanding of cellular diversity and intratumoral heterogeneity is essential to elucidate the mechanisms driving DLBCL progression and to develop new therapeutic approaches. Methods: We analyzed single-cell transcriptomic data from 2 reactive lymph node tissue samples and 2 DLBCL lymph node biopsy tissue samples to explore the transcriptomic landscape of DLBCL. In addition, we constructed a prognostic model based on the genes obtained from differential analysis. Results: Based on gene expression profiles at the single cell level, we identified and characterized different subpopulations of malignant and immune cells. Malignant cells exhibited a high degree of inter-tumor heterogeneity. Tumor-infiltrating regulatory CD4+ T cells showed highly immunosuppressive properties and exhausted cytotoxic CD8+ T cells were highly expressed with markers of exhaustion. Cell communication analysis identified complex interactions between malignant cells and other cell subpopulations. In addition, the prognostic model we constructed allows for monitoring the prognosis of DLBCL patients. Conclusion: This study provides an in-depth dissection of the transcriptional features of malignant B cells and tumor microenvironment (TME) in DLBCL and provides new insights into the tumor heterogeneity of DLBCL.
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16
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Li J, Chen D, Shen M. Tumor Microenvironment Shapes Colorectal Cancer Progression, Metastasis, and Treatment Responses. Front Med (Lausanne) 2022; 9:869010. [PMID: 35402443 PMCID: PMC8984105 DOI: 10.3389/fmed.2022.869010] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 02/24/2022] [Indexed: 12/12/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most devastating diseases that accounts for numerous deaths worldwide. Tumor cell-autonomous pathways, such as the oncogenic signaling activation, significantly contribute to CRC progression and metastasis. Recent accumulating evidence suggests that the CRC microenvironment also profoundly promotes or represses this process. As the roles of the tumor microenvironment (TME) in CRC progression and metastasis is gradually uncovered, the importance of these non-cell-autonomous signaling pathways is appreciated. However, we are still at the beginning of this TME function exploring process. In this review, we summarize the current understanding of the TME in CRC progression and metastasis by focusing on the gut microbiota and host cellular and non-cellular components. We also briefly discuss TME-remodeling therapies in CRC.
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Affiliation(s)
- Jun Li
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI, United States
| | - Dawei Chen
- Wayne State University School of Medicine, Detroit, MI, United States
| | - Minhong Shen
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI, United States
- Department of Oncology, Wayne State University School of Medicine and Tumor Biology and Microenvironment Research Program, Barbara Ann Karmanos Cancer Institute, Detroit, MI, United States
- *Correspondence: Minhong Shen,
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17
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Radziwon A, Bhangu SK, Fernandes S, Cortez-Jugo C, De Rose R, Dyett B, Wojnilowicz M, Laznickova P, Fric J, Forte G, Caruso F, Cavalieri F. Triggering the nanophase separation of albumin through multivalent binding to glycogen for drug delivery in 2D and 3D multicellular constructs. NANOSCALE 2022; 14:3452-3466. [PMID: 35179174 DOI: 10.1039/d1nr08429a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Engineered nanoparticles for the encapsulation of bioactive agents hold promise to improve disease diagnosis, prevention and therapy. To advance this field and enable clinical translation, the rational design of nanoparticles with controlled functionalities and a robust understanding of nanoparticle-cell interactions in the complex biological milieu are of paramount importance. Herein, a simple platform obtained through the nanocomplexation of glycogen nanoparticles and albumin is introduced for the delivery of chemotherapeutics in complex multicellular 2D and 3D systems. We found that the dendrimer-like structure of aminated glycogen nanoparticles is key to controlling the multivalent coordination and phase separation of albumin molecules to form stable glycogen-albumin nanocomplexes. The pH-responsive glycogen scaffold conferred the nanocomplexes the ability to undergo partial endosomal escape in tumour, stromal and immune cells while albumin enabled nanocomplexes to cross endothelial cells and carry therapeutic agents. Limited interactions of nanocomplexes with T cells, B cells and natural killer cells derived from human blood were observed. The nanocomplexes can accommodate chemotherapeutic drugs and release them in multicellular 2D and 3D constructs. The drugs loaded on the nanocomplexes retained their cytotoxic activity, which is comparable with the activity of the free drugs. Cancer cells were found to be more sensitive to the drugs in the presence of stromal and immune cells. Penetration and cytotoxicity of the drug-loaded nanocomplexes in tumour mimicking tissues were validated using a 3D multicellular-collagen construct in a perfusion bioreactor. The results highlight a simple and potentially scalable strategy for engineering nanocomplexes made entirely of biological macromolecules with potential use for drug delivery.
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Affiliation(s)
- Agata Radziwon
- Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| | - Sukhvir K Bhangu
- School of Science, RMIT University, Melbourne, Victoria 3000, Australia.
| | - Soraia Fernandes
- International Clinical Research Center (ICRC), St Anne's University Hospital, CZ-65691 Brno, Czech Republic
| | - Christina Cortez-Jugo
- Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| | - Robert De Rose
- Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| | - Brendan Dyett
- School of Science, RMIT University, Melbourne, Victoria 3000, Australia.
| | - Marcin Wojnilowicz
- Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| | - Petra Laznickova
- International Clinical Research Center (ICRC), St Anne's University Hospital, CZ-65691 Brno, Czech Republic
| | - Jan Fric
- International Clinical Research Center (ICRC), St Anne's University Hospital, CZ-65691 Brno, Czech Republic
- Institute of Hematology and Blood Transfusion, Prague, Czech Republic
| | - Giancarlo Forte
- International Clinical Research Center (ICRC), St Anne's University Hospital, CZ-65691 Brno, Czech Republic
| | - Frank Caruso
- Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
| | - Francesca Cavalieri
- School of Science, RMIT University, Melbourne, Victoria 3000, Australia.
- Dipartimento di Scienze e Tecnologie Chimiche, Università degli Studi di Roma Tor Vergata, Via della Ricerca Scientifica 1, 00133, Rome, Italy
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18
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Hosseini A, Hamblin MR, Mirzaei H, Mirzaei HR. Role of the bone marrow microenvironment in drug resistance of hematological malignances. Curr Med Chem 2021; 29:2290-2305. [PMID: 34514979 DOI: 10.2174/0929867328666210910124319] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 07/07/2021] [Accepted: 07/20/2021] [Indexed: 11/22/2022]
Abstract
The unique features of the tumor microenvironment (TME) govern the biological properties of many cancers, including hematological malignancies. TME factors can trigger invasion, and protect against drug cytotoxicity by inhibiting apoptosis and activating specific signaling pathways (e.g. NF-ΚB). TME remodeling is facilitated due to the high self-renewal ability of the bone marrow. Progressing tumor cells can alter some extracellular matrix (ECM) components which act as a barrier to drug penetration in the TME. The initial progression of the cell cycle is controlled by the MAPK pathway (Raf/MEK/ERK) and Hippo pathway, while the final phase is regulated by the PI3K/Akt /mTOR and WNT pathways. In this review we summarize the main signaling pathways involved in drug resistance (DR) and some mechanisms by which DR can occur in the bone marrow. The relationship between autophagy, endoplasmic reticulum stress, and cellular signaling pathways in DR and apoptosis are covered in relation to the TME.
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Affiliation(s)
- Alireza Hosseini
- Laboratory Hematology and Blood Banking, Tehran University of Medical Sciences, Tehran. Iran
| | - Michael R Hamblin
- Laser Research Centre, Faculty of Health Science, University of Johannesburg, Doornfontein 2028. South Africa
| | - Hamed Mirzaei
- Research Center for Biochemistry and Nutrition in Metabolic Diseases, Institute for Basic Sciences, Kashan University of Medical Sciences, Kashan. Iran
| | - Hamid Reza Mirzaei
- Department of Medical Immunology, School of Medicine, Tehran University of Medical Sciences, Tehran. Iran
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19
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Hijaze N, Ledersnaider M, Simanovich E, Kassem S, Rahat MA. Inducing regulated necrosis and shifting macrophage polarization with anti-EMMPRIN antibody (161-pAb) and complement factors. J Leukoc Biol 2021; 110:343-356. [PMID: 33205451 PMCID: PMC8359428 DOI: 10.1002/jlb.3a0520-333r] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 09/02/2020] [Accepted: 10/31/2020] [Indexed: 12/11/2022] Open
Abstract
Treatment of solid tumors is often hindered by an immunosuppressive tumor microenvironment (TME) that prevents effector immune cells from eradicating tumor cells and promotes tumor progression, angiogenesis, and metastasis. Therefore, targeting components of the TME to restore the ability of immune cells to drive anti-tumoral responses has become an important goal. One option is to induce an immunogenic cell death (ICD) of tumor cells that would trigger an adaptive anti-tumoral immune response. Here we show that incubating mouse renal cell carcinoma (RENCA) and colon carcinoma cell lines with an anti-extracellular matrix metalloproteinase inducer polyclonal antibody (161-pAb) together with complement factors can induce cell death that inhibits caspase-8 activity and enhances the phosphorylation of receptor-interacting protein kinase 3 (RIPK3) and mixed-lineage kinase-like domain (MLKL). This regulated necrotic death releases high levels of dsRNA molecules to the conditioned medium (CM) relative to the necrotic death of tumor cells induced by H2 O2 or the apoptotic death induced by etoposide. RAW 264.7 macrophages incubated with the CM derived from these dying cells markedly enhanced the secretion of IFNβ, and enhanced their cytotoxicity. Furthermore, degradation of the dsRNA in the CM abolished the ability of RAW 264.7 macrophages to secrete IFNβ, IFNγ-induced protein 10 (IP-10), and TRAIL. When mice bearing RENCA tumors were immunized with the 161-pAb, their lysates displayed elevated levels of phosphorylated RIPK3 and MLKL, as well as increased concentrations of dsRNA, IFNβ, IP-10, and TRAIL. This shows that an antigen-targeted therapy using an antibody and complement factors that triggers ICD can shift the mode of macrophage activation by triggering regulated necrotic death of tumor cells.
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Affiliation(s)
- Nizar Hijaze
- Department of Internal Medicine ACarmel Medical CenterHaifaIsrael
| | | | | | - Sameer Kassem
- Department of Internal Medicine ACarmel Medical CenterHaifaIsrael
- Ruth and Bruce Rappaport Faculty of MedicineTechnion‐Israel Institute of TechnologyHaifaIsrael
| | - Michal A. Rahat
- Immunotherapy LaboratoryCarmel Medical CenterHaifaIsrael
- Ruth and Bruce Rappaport Faculty of MedicineTechnion‐Israel Institute of TechnologyHaifaIsrael
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20
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Single-cell RNA sequencing shows the immunosuppressive landscape and tumor heterogeneity of HBV-associated hepatocellular carcinoma. Nat Commun 2021. [PMID: 34140495 DOI: 10.1038/s41467-021-24010-1.] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Interaction between tumor cells and immune cells in the tumor microenvironment is important in cancer development. Immune cells interact with the tumor cells to shape this process. Here, we use single-cell RNA sequencing analysis to delineate the immune landscape and tumor heterogeneity in a cohort of patients with HBV-associated human hepatocellular carcinoma (HCC). We found that tumor-associated macrophages suppress tumor T cell infiltration and TIGIT-NECTIN2 interaction regulates the immunosuppressive environment. The cell state transition of immune cells towards a more immunosuppressive and exhaustive status exemplifies the overall cancer-promoting immunocellular landscape. Furthermore, the heterogeneity of global molecular profiles reveals co-existence of intra-tumoral and inter-tumoral heterogeneity, but is more apparent in the latter. This analysis of the immunosuppressive landscape and intercellular interactions provides mechanistic information for the design of efficacious immune-oncology treatments in hepatocellular carcinoma.
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21
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Ho DWH, Tsui YM, Chan LK, Sze KMF, Zhang X, Cheu JWS, Chiu YT, Lee JMF, Chan ACY, Cheung ETY, Yau DTW, Chia NH, Lo ILO, Sham PC, Cheung TT, Wong CCL, Ng IOL. Single-cell RNA sequencing shows the immunosuppressive landscape and tumor heterogeneity of HBV-associated hepatocellular carcinoma. Nat Commun 2021; 12:3684. [PMID: 34140495 PMCID: PMC8211687 DOI: 10.1038/s41467-021-24010-1] [Citation(s) in RCA: 135] [Impact Index Per Article: 45.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2020] [Accepted: 05/28/2021] [Indexed: 02/06/2023] Open
Abstract
Interaction between tumor cells and immune cells in the tumor microenvironment is important in cancer development. Immune cells interact with the tumor cells to shape this process. Here, we use single-cell RNA sequencing analysis to delineate the immune landscape and tumor heterogeneity in a cohort of patients with HBV-associated human hepatocellular carcinoma (HCC). We found that tumor-associated macrophages suppress tumor T cell infiltration and TIGIT-NECTIN2 interaction regulates the immunosuppressive environment. The cell state transition of immune cells towards a more immunosuppressive and exhaustive status exemplifies the overall cancer-promoting immunocellular landscape. Furthermore, the heterogeneity of global molecular profiles reveals co-existence of intra-tumoral and inter-tumoral heterogeneity, but is more apparent in the latter. This analysis of the immunosuppressive landscape and intercellular interactions provides mechanistic information for the design of efficacious immune-oncology treatments in hepatocellular carcinoma.
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Affiliation(s)
- Daniel Wai-Hung Ho
- Department of Pathology, The University of Hong Kong, Hong Kong, China.
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China.
| | - Yu-Man Tsui
- Department of Pathology, The University of Hong Kong, Hong Kong, China
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China
| | - Lo-Kong Chan
- Department of Pathology, The University of Hong Kong, Hong Kong, China
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China
| | - Karen Man-Fong Sze
- Department of Pathology, The University of Hong Kong, Hong Kong, China
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China
| | - Xin Zhang
- Department of Pathology, The University of Hong Kong, Hong Kong, China
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China
| | | | - Yung-Tuen Chiu
- Department of Pathology, The University of Hong Kong, Hong Kong, China
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China
| | - Joyce Man-Fong Lee
- Department of Pathology, The University of Hong Kong, Hong Kong, China
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China
| | - Albert Chi-Yan Chan
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China
- Department of Surgery, The University of Hong Kong, Hong Kong, China
| | | | | | - Nam-Hung Chia
- Department of Surgery, Queen Elizabeth Hospital, Hong Kong, China
| | - Irene Lai-Oi Lo
- Department of Surgery, Queen Elizabeth Hospital, Hong Kong, China
| | - Pak-Chung Sham
- Department of Psychiatry, The University of Hong Kong, Hong Kong, China
| | - Tan-To Cheung
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China
- Department of Surgery, The University of Hong Kong, Hong Kong, China
| | - Carmen Chak-Lui Wong
- Department of Pathology, The University of Hong Kong, Hong Kong, China
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China
| | - Irene Oi-Lin Ng
- Department of Pathology, The University of Hong Kong, Hong Kong, China.
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China.
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22
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Sacdalan DB, Lucero JA. The Association Between Inflammation and Immunosuppression: Implications for ICI Biomarker Development. Onco Targets Ther 2021; 14:2053-2064. [PMID: 33776452 PMCID: PMC7987319 DOI: 10.2147/ott.s278089] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Accepted: 02/25/2021] [Indexed: 12/13/2022] Open
Abstract
Evasion of immune destruction is considered one of the hallmarks of cancer. Chronic inflammation can enable immune escape by suppressing immune surveillance and permitting the development of tumors and creating a tumor microenvironment that sustains cancer. This includes generating mechanisms that prevent the effectiveness of anti-tumor treatment including immune checkpoint inhibitor therapy. In this review, we explore the interplay of inflammation and immunosuppression, their effects on the tumor microenvironment, and their implications for immune checkpoint inhibitor therapy particularly in the context of predictive biomarkers for their use.
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Affiliation(s)
- Danielle Benedict Sacdalan
- Department of Pharmacology and Toxicology, University of the Philippines Manila College of Medicine, Manila, Philippines
- Division of Medical Oncology, Department of Medicine, Philippine General Hospital and University of the Philippines Manila, Manila, Philippines
| | - Josephine Anne Lucero
- Division of Hematology, Department of Medicine, Philippine General Hospital and University of the Philippines Manila, Manila, Philippines
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23
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Zhang H, Xie Y, Hu Z, Yu H, Xie X, Ye Y, Xu W, Nian S, Yuan Q. Integrative Analysis of the Expression of SIGLEC Family Members in Lung Adenocarcinoma via Data Mining. Front Oncol 2021; 11:608113. [PMID: 33796453 PMCID: PMC8008066 DOI: 10.3389/fonc.2021.608113] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2020] [Accepted: 02/22/2021] [Indexed: 12/25/2022] Open
Abstract
Background: Sialic acid-binding immunoglobulin-type lectin (SIGLEC) family members are involved in regulating immune-cell activation, proliferation, and apoptosis, and they play an important role in tumor development. However, their expression and correlation with immune molecules in lung adenocarcinoma (LUAD) remain unclear. Methods: We utilized Gene Expression Profiling Interactive Analysis, Kaplan-Meier analysis, the limma package in R/Bioconductor, the University of California Santa Cruz Cancer Genome Browser, cBioPortal, STRING, Cytoscape, DAVID, and the Tumor Immune Estimation Resource for gene and protein profiling and analyses. Results: The results showed that SIGLEC10 and SIGLEC15 levels were upregulated in LUAD, whereas SIGLEC1, CD22 (SIGLEC2), CD33, myelin-associated glycoprotein (SIGLEC4), SIGLEC5, SIGLEC6, SIGLEC7, SIGLEC8, SIGLEC11, and SIGLEC14 levels were significantly downregulated, with their low expression associated with poor overall survival. Moreover, we observed high SIGLEC-mutation rates (22%) in LUAD patients, with SIGLEC functions determined as primarily involved in regulating the immune response, signal transduction, inflammatory response, and cell adhesion. Furthermore, we found that SIGLEC expression was significantly correlated with immune-cell infiltration, especially macrophages, neutrophils, and dendritic cells, and highly associated with immune molecules such as CD80, CD86, CD28, B-cell-activating factor, programmed cell death 1 ligand 2, and colony stimulating factor 1 receptor. Conclusion: These results provide insight into the potential molecular mechanism associated with SIGLEC-related development of LUAD, as well as clues for screening biomarkers and therapeutic targets.
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Affiliation(s)
- Haiyan Zhang
- Public Experimental Technology Center, The School of Basic Medical Science, Southwest Medical University, Luzhou, China
| | - Yongfei Xie
- Life Sciences School, Anhui Agricultural University, Hefei, China
| | - Zhi Hu
- Department of Thoracic Surgery, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Hong Yu
- Public Experimental Technology Center, The School of Basic Medical Science, Southwest Medical University, Luzhou, China
| | - Xiang Xie
- Public Experimental Technology Center, The School of Basic Medical Science, Southwest Medical University, Luzhou, China
| | - Yingchun Ye
- Public Experimental Technology Center, The School of Basic Medical Science, Southwest Medical University, Luzhou, China
| | - Wenfeng Xu
- Public Experimental Technology Center, The School of Basic Medical Science, Southwest Medical University, Luzhou, China
| | - Siji Nian
- Public Experimental Technology Center, The School of Basic Medical Science, Southwest Medical University, Luzhou, China
| | - Qing Yuan
- Public Experimental Technology Center, The School of Basic Medical Science, Southwest Medical University, Luzhou, China
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24
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Kono Y, Yokoyama K, Suzuki M, Takakura H, Ogawa M. Surface Modification of Liposomes Using IR700 Enables Efficient Controlled Contents Release Triggered by Near-IR Light. Biol Pharm Bull 2020; 43:736-741. [PMID: 32238716 DOI: 10.1248/bpb.b19-00864] [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] [Indexed: 11/22/2022]
Abstract
Stimuli-responsive liposomes are promising drug carriers for cancer treatment because they enable controlled drug release and the maintenance of desired drug concentrations in tumor tissue. In particular, near-IR (NIR) light is a useful stimulus for triggering drug release from liposomes based on its advantages such as deep tissue penetration and safety. Previously, we found that a silicon phthalocyanine derivative, IR700, conjugated to antibodies, can induce the rupture of the cell membrane following irradiation by NIR light. Based on this finding, we constructed IR700-modified liposomes (IR700 liposomes) and evaluated their drug release properties triggered by NIR light. IR700 liposomes released substantial amounts of encapsulated calcein following irradiation by NIR light. Drug release was substantially suppressed by the addition of sodium azide, suggesting that liposomal membrane permeabilization was mediated by singlet oxygen generated from IR700. Moreover, calcein release from IR700 liposomes triggered by NIR light was promoted under conditions of deoxygenation and the presence of electron donors. Thus, membrane disruption should be induced by the physical change of IR700 from highly hydrophilic to hydrophobic as we previously described, although singlet oxygen can cause a certain level of membrane disruption under normoxia. We also observed that doxorubicin-encapsulated IR700 liposomes exhibited significant cytotoxic effects against CT-26 murine colon carcinoma cells following NIR light exposure. These results indicate that IR700 liposomes can efficiently release anti-cancer drugs following NIR light irradiation even under hypoxic conditions and, therefore, they would be useful for cancer treatment.
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Affiliation(s)
- Yusuke Kono
- Laboratory for Bioanalysis and Molecular Imaging, Graduate School of Pharmaceutical Sciences, Hokkaido University
| | - Kazuha Yokoyama
- Laboratory for Bioanalysis and Molecular Imaging, Graduate School of Pharmaceutical Sciences, Hokkaido University
| | - Motofumi Suzuki
- Laboratory for Bioanalysis and Molecular Imaging, Graduate School of Pharmaceutical Sciences, Hokkaido University
| | - Hideo Takakura
- Laboratory for Bioanalysis and Molecular Imaging, Graduate School of Pharmaceutical Sciences, Hokkaido University
| | - Mikako Ogawa
- Laboratory for Bioanalysis and Molecular Imaging, Graduate School of Pharmaceutical Sciences, Hokkaido University.,PRESTO, Japan Science and Technology Agency
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25
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Fernandes S, Cassani M, Pagliari S, Filipensky P, Cavalieri F, Forte G. Tumor in 3D: In Vitro Complex Cellular Models to Improve Nanodrugs Cancer Therapy. Curr Med Chem 2020; 27:7234-7255. [PMID: 32586245 DOI: 10.2174/0929867327666200625151134] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Revised: 05/18/2020] [Accepted: 05/31/2020] [Indexed: 02/07/2023]
Abstract
Nanodrugs represent novel solutions to reshuffle repurposed drugs for cancer therapy. They might offer different therapeutic options by combining targeted drug delivery and imaging in unique platforms. Such nanomaterials are deemed to overcome the limitations of currently available treatments, ultimately improving patients' life quality. However, despite these promises being made for over three decades, the poor clinical translation of nanoparticle- based therapies calls for deeper in vit.. and in vivo investigations. Translational issues arise very early during the development of nanodrugs, where complex and more reliable cell models are often replaced by easily accessible and convenient 2D monocultures. This is particularly true in the field of cancer therapy. In fact, 2D monocultures provide poor information about the real impact of the nanodrugs in a complex living organism, especially given the poor mimicry of the solid Tumors Microenvironment (TME). The dense and complex extracellular matrix (ECM) of solid tumors dramatically restricts nanoparticles efficacy, impairing the successful implementation of nanodrugs in medical applications. Herein, we propose a comprehensive guideline of the 3D cell culture models currently available, including their potential and limitations for the evaluation of nanodrugs activity. Advanced culture techniques, more closely resembling the physiological conditions of the TME, might give a better prediction of the reciprocal interactions between cells and nanoparticles and eventually help reconsider the use of old drugs for new applications.
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Affiliation(s)
- Soraia Fernandes
- International Clinical Research Center (ICRC) of St Anne’s University Hospital, CZ-65691 Brno, Czech Republic
| | - Marco Cassani
- International Clinical Research Center (ICRC) of St Anne’s University Hospital, CZ-65691 Brno, Czech Republic
| | - Stefania Pagliari
- International Clinical Research Center (ICRC) of St Anne’s University Hospital, CZ-65691 Brno, Czech Republic
| | - Petr Filipensky
- St Anne’s University Hospital, CZ-65691 Brno, Czech Republic
| | - Francesca Cavalieri
- School of Science, RMIT University,
Melbourne, VIC, Australia,Dipartimento di Scienze e Tecnologie Chimiche, Università di Roma “Tor
Vergata”, Via Della Ricerca Scientifica, Rome, Italy
| | - Giancarlo Forte
- International Clinical Research Center (ICRC) of St Anne’s University Hospital, CZ-65691 Brno, Czech Republic
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26
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Chao TY, Satriyo P, Yeh CT, Chen JH, Aryandono T, Haryana S. Dual therapeutic strategy targeting tumor cells and tumor microenvironment in triple-negative breast cancer. JOURNAL OF CANCER RESEARCH AND PRACTICE 2020. [DOI: 10.4103/jcrp.jcrp_13_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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27
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Heeren AM, van Luijk IF, Lakeman J, Pocorni N, Kole J, de Menezes RX, Kenter GG, Bosse T, de Kroon CD, Jordanova ES. Neoadjuvant cisplatin and paclitaxel modulate tumor-infiltrating T cells in patients with cervical cancer. Cancer Immunol Immunother 2019; 68:1759-1767. [PMID: 31616965 PMCID: PMC6851216 DOI: 10.1007/s00262-019-02412-x] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2019] [Accepted: 10/05/2019] [Indexed: 02/06/2023]
Abstract
Resistance to chemotherapy is widely recognized as one of the major factors limiting therapeutic efficacy and influences clinical outcomes in patients with cancer. Many studies on various tumor types have focused on combining standard-of-care chemotherapy with immunotherapy. However, for cervical cancer, the role of neoadjuvant chemotherapy (NACT) on the local immune microenvironment is largely unexplored. We performed a pilot study on 13 primary cervical tumor samples, before and after NACT, to phenotype and enumerate tumor-infiltrating T-cell subpopulations using multiplex immunohistochemistry (CD3, CD8, FoxP3, Ki67, and Tbet) and automated co-expression analysis software. A significant decrease in proliferating (Ki67+) CD3+CD8− T cells and FoxP3+(CD3+CD8−) regulatory T cells was observed in the tumor stroma after cisplatin and paclitaxel treatment, with increased rates of cytotoxic CD8+ T cells, including activated and CD8+Tbet+ T cells. No effect was observed on the number of tumor-infiltrating T cells in the cervical tumor microenvironment after treatment with cisplatin only. Therefore, we conclude that patients treated with cisplatin and paclitaxel had more tumor-infiltrating T-cell modulation than patients treated with cisplatin monotherapy. These findings enhance our understanding of the immune-modulating effect of chemotherapy and warrant future combination of the standard-of-care therapy with immunotherapy to improve clinical outcome in patients with cervical cancer.
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Affiliation(s)
- A Marijne Heeren
- Department of Obstetrics and Gynecology, Center Gynecological Oncology Amsterdam (CGOA), Amsterdam UMC, VU University Medical Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands.,Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center Amsterdam, Amsterdam, The Netherlands
| | - Iske F van Luijk
- Department of Obstetrics and Gynecology, Center Gynecological Oncology Amsterdam (CGOA), Amsterdam UMC, VU University Medical Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Joost Lakeman
- Department of Obstetrics and Gynecology, Center Gynecological Oncology Amsterdam (CGOA), Amsterdam UMC, VU University Medical Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Noëlle Pocorni
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center Amsterdam, Amsterdam, The Netherlands
| | - Jeroen Kole
- Laboratory for Physiology, Institute for Cardiovascular Research, Amsterdam UMC, VU University Medical Center Amsterdam, Amsterdam, The Netherlands
| | - Renée X de Menezes
- Department of Epidemiology and Biostatistics, Amsterdam UMC, VU University Medical Center Amsterdam, Amsterdam, The Netherlands
| | - Gemma G Kenter
- Department of Obstetrics and Gynecology, Center Gynecological Oncology Amsterdam (CGOA), Amsterdam UMC, VU University Medical Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Tjalling Bosse
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | - Cornelis D de Kroon
- Department of Gynecology, Leiden University Medical Center, Leiden, The Netherlands
| | - Ekaterina S Jordanova
- Department of Obstetrics and Gynecology, Center Gynecological Oncology Amsterdam (CGOA), Amsterdam UMC, VU University Medical Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands.
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28
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Jana A, Nookaew I, Singh J, Behkam B, Franco AT, Nain AS. Crosshatch nanofiber networks of tunable interfiber spacing induce plasticity in cell migration and cytoskeletal response. FASEB J 2019; 33:10618-10632. [PMID: 31225977 PMCID: PMC6766658 DOI: 10.1096/fj.201900131r] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Accepted: 05/30/2019] [Indexed: 01/14/2023]
Abstract
Biomechanical cues within tissue microenvironments are critical for maintaining homeostasis, and their disruption can contribute to malignant transformation and metastasis. Once transformed, metastatic cancer cells can migrate persistently by adapting (plasticity) to changes in the local fibrous extracellular matrix, and current strategies to recapitulate persistent migration rely exclusively on the use of aligned geometries. Here, the controlled interfiber spacing in suspended crosshatch networks of nanofibers induces cells to exhibit plasticity in migratory behavior (persistent and random) and the associated cytoskeletal arrangement. At dense spacing (3 and 6 µm), unexpectedly, elongated cells migrate persistently (in 1 dimension) at high speeds in 3-dimensional shapes with thick nuclei, and short focal adhesion cluster (FAC) lengths. With increased spacing (18 and 36 µm), cells attain 2-dimensional morphologies, have flattened nuclei and longer FACs, and migrate randomly by rapidly detaching their trailing edges that strain the nuclei by ∼35%. At 54-µm spacing, kite-shaped cells become near stationary. Poorly developed filamentous actin stress fibers are found only in cells on 3-µm networks. Gene-expression profiling shows a decrease in transcriptional potential and a differential up-regulation of metabolic pathways. The consistency in observed phenotypes across cell lines supports using this platform to dissect hallmarks of plasticity in migration in vitro.-Jana, A., Nookaew, I., Singh, J., Behkam, B., Franco, A. T., Nain, A. S. Crosshatch nanofiber networks of tunable interfiber spacing induce plasticity in cell migration and cytoskeletal response.
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Affiliation(s)
- Aniket Jana
- Department of Mechanical Engineering, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA
| | - Intawat Nookaew
- Department of Physiology and Biophysics, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Jugroop Singh
- Department of Biomedical Engineering and Mechanics, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA
| | - Bahareh Behkam
- Department of Mechanical Engineering, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA
- Department of Biomedical Engineering and Mechanics, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA
| | - Aime T. Franco
- Department of Physiology and Biophysics, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Amrinder S. Nain
- Department of Mechanical Engineering, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA
- Department of Biomedical Engineering and Mechanics, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA
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29
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Giordano G, Remo A, Porras A, Pancione M. Immune Resistance and EGFR Antagonists in Colorectal Cancer. Cancers (Basel) 2019; 11:E1089. [PMID: 31370270 PMCID: PMC6721348 DOI: 10.3390/cancers11081089] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Revised: 07/26/2019] [Accepted: 07/28/2019] [Indexed: 02/05/2023] Open
Abstract
: Targeting the epidermal growth factor receptor (EGFR) either alone or in combination with chemotherapy in patients with RAS wild type metastatic colorectal cancer (mCRC) has revolutionized the treatment of CRC, but with less results than initially envisaged. In recent years, the discovery of multiple pathways leading to the escape from anti-EGFR therapy has revealed an enormous complexity and heterogeneity of human CRC due to the intrinsic genomic instability and immune/cancer cell interaction. Therefore, understanding the mechanistic basis of acquired resistance to targeted therapies represents a major challenge to improve the clinical outcomes of patients with CRC. The latest findings strongly suggest that complex molecular alterations coupled with changes of the immune tumor microenvironment may substantially contribute to the clinical efficacy of EGFR antagonist. In this review, we discuss the most recent findings that contribute to both primary and acquired anti-EGFR therapy resistance. In addition, we analyze how strategies aiming to enhance the favorable effects in the tumor microenvironment may contribute to overcome resistance to EGFR therapies.
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Affiliation(s)
- Guido Giordano
- U.O.C. Medical Oncology, Ospedali Riuniti, Azienda Ospedaliero Universitaria, 251 Foggia, Italy
| | - Andrea Remo
- Pathology Unit, Mater Salutis Hospital AULSS9, "Scaligera", 37122 Verona, Italy
| | - Almudena Porras
- Department of Biochemistry and Molecular Biology, Faculty of Pharmacy, Complutense University Madrid, 28040 Madrid, Spain.
- Health Research Institute of the Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain.
| | - Massimo Pancione
- Department of Biochemistry and Molecular Biology, Faculty of Pharmacy, Complutense University Madrid, 28040 Madrid, Spain.
- Department of Sciences and Technologies, University of Sannio, 82100 Benevento, Italy.
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30
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Acute Lymphoblastic Leukaemia Cells Impair Dendritic Cell and Macrophage Differentiation: Role of BMP4. Cells 2019; 8:cells8070722. [PMID: 31337120 PMCID: PMC6679123 DOI: 10.3390/cells8070722] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Revised: 07/06/2019] [Accepted: 07/13/2019] [Indexed: 12/13/2022] Open
Abstract
Dendritic cells and macrophages are common components of the tumour immune microenvironment and can contribute to immune suppression in both solid and haematological cancers. The Bone Morphogenetic Protein (BMP) pathway has been reported to be involved in cancer, and more recently in leukaemia development and progression. In the present study, we analyse whether acute lymphoblastic leukaemia (ALL) cells can affect the differentiation of dendritic cells and macrophages and the involvement of BMP pathway in the process. We show that ALL cells produce BMP4 and that conditioned media from ALL cells promote the generation of dendritic cells with immunosuppressive features and skew M1-like macrophage polarization towards a less pro-inflammatory phenotype. Likewise, BMP4 overexpression in ALL cells potentiates their ability to induce immunosuppressive dendritic cells and favours the generation of M2-like macrophages with pro-tumoral features. These results suggest that BMP4 is in part responsible for the alterations in dendritic cell and macrophage differentiation produced by ALL cells.
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31
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Notch and Wnt Dysregulation and Its Relevance for Breast Cancer and Tumor Initiation. Biomedicines 2018; 6:biomedicines6040101. [PMID: 30388742 PMCID: PMC6315509 DOI: 10.3390/biomedicines6040101] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Revised: 10/24/2018] [Accepted: 10/26/2018] [Indexed: 12/11/2022] Open
Abstract
Breast cancer is the second leading cause of cancer deaths among women in the world. Treatment has been improved and, in combination with early detection, this has resulted in reduced mortality rates. Further improvement in therapy development is however warranted. This will be particularly important for certain sub-classes of breast cancer, such as triple-negative breast cancer, where currently no specific therapies are available. An important therapy development focus emerges from the notion that dysregulation of two major signaling pathways, Notch and Wnt signaling, are major drivers for breast cancer development. In this review, we discuss recent insights into the Notch and Wnt signaling pathways and into how they act synergistically both in normal development and cancer. We also discuss how dysregulation of the two pathways contributes to breast cancer and strategies to develop novel breast cancer therapies starting from a Notch and Wnt dysregulation perspective.
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