1
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Zhang Y, Long J, Xu J, Zhong P, Wang B. Single-cell RNA sequencing reveals ECM remodeling-tumor stiffness-FAK as a key driver of vestibular schwannoma progression. Prog Neurobiol 2025; 247:102730. [PMID: 39988022 DOI: 10.1016/j.pneurobio.2025.102730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Revised: 12/17/2024] [Accepted: 02/18/2025] [Indexed: 02/25/2025]
Abstract
Vestibular schwannoma (VS), characterized by the absence of merlin expression, is the most prevalent benign tumor located at the cerebellopontine angle, lacking approved pharmaceutical interventions except for off-label utilization of bevacizumab. The role of Tumor stiffness-Focal adhesion kinase (FAK) activation in fueling tumor progression is well-established, with merlin deficiency serving as a biomarker for tumor sensitivity to FAK inhibitors. In this context, we investigated whether Tumor stiffness-FAK contributes to VS progression. Single-cell RNA sequencing revealed associations between VS progression and gene sets related to "Response to mechanical stimulus" and "Neurotrophin signaling pathway". Histological studies indicated a potential involvement of neurotrophins in early stages of VS tumorigenesis, while enhanced Extracellular matrix (ECM) remodeling-Tumor stiffness-FAK signaling accompanies later stages of VS progression. In vitro experiments demonstrated that elevated matrix stiffness induces cytoskeletal remodeling, cell proliferation, and metalloproteinase expression in VS cells by activating FAK. Conversely, FAK inhibition diminishes these effects. Collectively, this study suggests that ECM remodeling-Tumor stiffness contributes to VS progression via FAK activation, positioning FAK as a promising therapeutic target in treating VS.
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Affiliation(s)
- Yu Zhang
- Department of Pharmacy, Huashan Hospital, Fudan University, Shanghai 200032, China
| | - Jianfei Long
- Department of Pharmacy, Huashan Hospital, Fudan University, Shanghai 200032, China
| | - Jian Xu
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200032, China
| | - Ping Zhong
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200032, China.
| | - Bin Wang
- Department of Pharmacy, Huashan Hospital, Fudan University, Shanghai 200032, China.
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2
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Yuan Y, Mishra F, Li B, Peng G, Chan P, Yang J, Liu Z. Modulating Tumor Immunity by Targeting Tumor Fibrotic Stroma and Angiogenic Vessels for Lung Cancer Treatment. Cancers (Basel) 2024; 16:2483. [PMID: 39001545 PMCID: PMC11240634 DOI: 10.3390/cancers16132483] [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: 06/02/2024] [Revised: 06/26/2024] [Accepted: 07/02/2024] [Indexed: 07/16/2024] Open
Abstract
Fibrotic stroma and angiogenic tumor vessels play an important role in modulating tumor immunity. We previously reported a rationally designed protein (ProAgio) that targets integrin αvβ3 at a novel site. ProAgio induces the apoptosis of cells that express high levels of the integrin. Both activated cancer-associated fibroblasts (CAFs) and angiogenic endothelial cells (aECs) in tumors express high levels of integrin αvβ3. ProAgio simultaneously and specifically induces apoptosis in CAFs and aECs in tumors. We provide evidence here that the depletion of CAFs and the elimination of leaky tumor angiogenic vessels by ProAgio alter tumor immunity. ProAgio reduces CD4+ Treg and Myeloid-derived suppressor cells (MDSCs), increases CD8+ T-cells, and increases the M1/M2 macrophage ratio in the tumor. The depletion of dense fibrotic stroma (CAFs) by ProAgio decreases the Programmed Death Ligand 1 (PDL-1) levels in the stroma areas surrounding the tumors, and thus strongly increases the delivery of anti-PDL-1 antibody to the target cancer cells. The impact of ProAgio on tumor immunity provides strong synergistical effects of checkpoint inhibitors on lung cancer treatment.
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Affiliation(s)
- Yi Yuan
- Department of Biology, Georgia State University, Atlanta, GA 30303, USA; (Y.Y.); (F.M.); (B.L.); (G.P.); (P.C.)
| | - Falguni Mishra
- Department of Biology, Georgia State University, Atlanta, GA 30303, USA; (Y.Y.); (F.M.); (B.L.); (G.P.); (P.C.)
| | - Bin Li
- Department of Biology, Georgia State University, Atlanta, GA 30303, USA; (Y.Y.); (F.M.); (B.L.); (G.P.); (P.C.)
| | - Guangda Peng
- Department of Biology, Georgia State University, Atlanta, GA 30303, USA; (Y.Y.); (F.M.); (B.L.); (G.P.); (P.C.)
| | - Payton Chan
- Department of Biology, Georgia State University, Atlanta, GA 30303, USA; (Y.Y.); (F.M.); (B.L.); (G.P.); (P.C.)
| | - Jenny Yang
- Department of Chemistry, Georgia State University, Atlanta, GA 30303, USA;
| | - Zhiren Liu
- Department of Biology, Georgia State University, Atlanta, GA 30303, USA; (Y.Y.); (F.M.); (B.L.); (G.P.); (P.C.)
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3
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Tao S, Wang J, Li F, Shi B, Ren Q, Zhuang Y, Qian X. Extracellular vesicles released by hypoxia-induced tumor-associated fibroblasts impart chemoresistance to breast cancer cells via long noncoding RNA H19 delivery. FASEB J 2024; 38:e23165. [PMID: 38197195 DOI: 10.1096/fj.202300203r] [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: 02/05/2023] [Revised: 07/11/2023] [Accepted: 08/14/2023] [Indexed: 01/11/2024]
Abstract
Recently, extracellular vesicles (EVs) have been emphasized in regulating the hypoxic tumor microenvironment of breast cancer (BC), where tumor-associated fibroblasts (TAFs) play a significant role. In this study, we describe possible molecular mechanisms behind the pro-tumoral effects of EVs, secreted by hypoxia (HP)-induced TAFs, on BC cell growth, metastasis, and chemoresistance. These mechanisms are based on long noncoding RNA H19 (H19) identified by microarray analysis. We employed an in silico approach to identify differentially expressed lncRNAs that were associated with BC. Subsequently, we explored possible downstream regulatory mechanisms. We isolated EVs from TAFs that were exposed to HP, and these EVs were denoted as HP-TAF-EVs henceforth. MTT, transwell, flow cytometry, and TUNEL assays were performed to assess the malignant phenotypes of BC cells. A paclitaxel (TAX)-resistant BC cell line was constructed, and xenograft tumor and lung metastasis models were established in nude mice for in vivo verification. Our observation revealed that lncRNA H19 was significantly overexpressed, whereas miR-497 was notably downregulated in BC. HP induced activation of TAFs and stimulated the secretion of EVs. Coculture of HP-TAF-EVs and BC cells led to an increase in TAX resistance of the latter. HP-TAF-EVs upregulated methylation of miR-497 by delivering lncRNA H19, which recruited DNMT1, thus lowering the expression of miR-497. In addition, lncRNA H19-containing HP-TAF-EVs hindered miR-497 expression, enhancing tumorigenesis and TAX resistance of BC cells in vivo. Our study presents evidence for the contribution of lncRNA H19-containing HP-TAF-EVs in the reduction of miR-497 expression through the recruitment of DNMT1, which in turn promotes the growth, metastasis, and chemoresistance of BC cells.
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Affiliation(s)
- Shuang Tao
- Department of Breast Surgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou, P.R. China
- Department of Breast Surgery, The Wujin Clinical College, Xuzhou Medical University, Xuzhou, P.R. China
- Comprehensive Cancer Center, Nanjing Drum Tower Hospital Clinical College, Nanjing Medical University, Nanjing, China
| | - Jian Wang
- Department of Oncological Surgery, Cancer Hospital of Yixing City, Yixing, P.R. China
| | - Fang Li
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Bixia Shi
- Department of Breast Surgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou, P.R. China
- Department of Breast Surgery, The Wujin Clinical College, Xuzhou Medical University, Xuzhou, P.R. China
| | - Quanhai Ren
- Department of Breast Surgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou, P.R. China
- Department of Breast Surgery, The Wujin Clinical College, Xuzhou Medical University, Xuzhou, P.R. China
| | - Yuhong Zhuang
- Department of Breast Surgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou, P.R. China
- Department of Breast Surgery, The Wujin Clinical College, Xuzhou Medical University, Xuzhou, P.R. China
| | - Xiaoping Qian
- Comprehensive Cancer Center, Nanjing Drum Tower Hospital Clinical College, Nanjing Medical University, Nanjing, China
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4
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Khaliq AM, Erdogan C, Kurt Z, Turgut SS, Grunvald MW, Rand T, Khare S, Borgia JA, Hayden DM, Pappas SG, Govekar HR, Kam AE, Reiser J, Turaga K, Radovich M, Zang Y, Qiu Y, Liu Y, Fishel ML, Turk A, Gupta V, Al-Sabti R, Subramanian J, Kuzel TM, Sadanandam A, Waldron L, Hussain A, Saleem M, El-Rayes B, Salahudeen AA, Masood A. Refining colorectal cancer classification and clinical stratification through a single-cell atlas. Genome Biol 2022; 23:113. [PMID: 35538548 PMCID: PMC9092724 DOI: 10.1186/s13059-022-02677-z] [Citation(s) in RCA: 78] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 04/21/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Colorectal cancer (CRC) consensus molecular subtypes (CMS) have different immunological, stromal cell, and clinicopathological characteristics. Single-cell characterization of CMS subtype tumor microenvironments is required to elucidate mechanisms of tumor and stroma cell contributions to pathogenesis which may advance subtype-specific therapeutic development. We interrogate racially diverse human CRC samples and analyze multiple independent external cohorts for a total of 487,829 single cells enabling high-resolution depiction of the cellular diversity and heterogeneity within the tumor and microenvironmental cells. RESULTS Tumor cells recapitulate individual CMS subgroups yet exhibit significant intratumoral CMS heterogeneity. Both CMS1 microsatellite instability (MSI-H) CRCs and microsatellite stable (MSS) CRC demonstrate similar pathway activations at the tumor epithelial level. However, CD8+ cytotoxic T cell phenotype infiltration in MSI-H CRCs may explain why these tumors respond to immune checkpoint inhibitors. Cellular transcriptomic profiles in CRC exist in a tumor immune stromal continuum in contrast to discrete subtypes proposed by studies utilizing bulk transcriptomics. We note a dichotomy in tumor microenvironments across CMS subgroups exists by which patients with high cancer-associated fibroblasts (CAFs) and C1Q+TAM content exhibit poor outcomes, providing a higher level of personalization and precision than would distinct subtypes. Additionally, we discover CAF subtypes known to be associated with immunotherapy resistance. CONCLUSIONS Distinct CAFs and C1Q+ TAMs are sufficient to explain CMS predictive ability and a simpler signature based on these cellular phenotypes could stratify CRC patient prognosis with greater precision. Therapeutically targeting specific CAF subtypes and C1Q + TAMs may promote immunotherapy responses in CRC patients.
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Affiliation(s)
- Ateeq M Khaliq
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - Cihat Erdogan
- Isparta University of Applied Sciences, Isparta, Turkey
| | - Zeyneb Kurt
- Northumbria University, Newcastle Upon Tyne, UK
| | | | | | - Tim Rand
- Tempus Labs, Inc., Chicago, IL, USA
| | | | | | | | - Sam G Pappas
- Rush University Medical Center, Chicago, IL, USA
| | | | - Audrey E Kam
- Rush University Medical Center, Chicago, IL, USA
| | | | | | - Milan Radovich
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - Yong Zang
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - Yingjie Qiu
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - Yunlong Liu
- Indiana University School of Medicine, Indianapolis, IN, USA
| | | | - Anita Turk
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - Vineet Gupta
- Rush University Medical Center, Chicago, IL, USA
| | - Ram Al-Sabti
- Rush University Medical Center, Chicago, IL, USA
| | | | | | | | - Levi Waldron
- CUNY Graduate School of Public Health and Health Policy, New York, NY, USA
| | - Arif Hussain
- University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD, USA
| | | | - Bassel El-Rayes
- University of Alabama, O'Neil Comprehensive Cancer Institute, Birmingham, AL, USA
| | | | - Ashiq Masood
- Indiana University School of Medicine, Indianapolis, IN, USA.
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5
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Sharma M, Turaga RC, Yuan Y, Satyanarayana G, Mishra F, Bian Z, Liu W, Sun L, Yang J, Liu ZR. Simultaneously targeting cancer-associated fibroblasts and angiogenic vessel as a treatment for TNBC. J Exp Med 2021; 218:211769. [PMID: 33561195 PMCID: PMC7876552 DOI: 10.1084/jem.20200712] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 10/07/2020] [Accepted: 11/24/2020] [Indexed: 12/20/2022] Open
Abstract
Fibrotic tumor stroma plays an important role in facilitating triple-negative breast cancer (TNBC) progression and chemotherapeutic resistance. We previously reported a rationally designed protein (ProAgio) that targets integrin αvβ3 at a novel site. ProAgio induces apoptosis via the integrin. Cancer-associated fibroblasts (CAFs) and angiogenic endothelial cells (aECs) in TNBC tumor express high levels of integrin αvβ3. ProAgio effectively induces apoptosis in CAFs and aECs. The depletion of CAFs by ProAgio reduces intratumoral collagen and decreases growth factors released from CAFs in the tumor, resulting in decreased cancer cell proliferation and apoptotic resistance. ProAgio also eliminates leaky tumor angiogenic vessels, which consequently reduces tumor hypoxia and improves drug delivery. The depletion of CAFs and reduction in hypoxia by ProAgio decreases lysyl oxidase (LOX) secretion, which may play a role in the reduction of metastasis. ProAgio stand-alone or in combination with a chemotherapeutic agent provides survival benefit in TNBC murine models, highlighting the therapeutic potential of ProAgio as a treatment strategy.
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Affiliation(s)
- Malvika Sharma
- Department of Biology, Georgia State University, Atlanta, GA
| | | | - Yi Yuan
- Department of Biology, Georgia State University, Atlanta, GA
| | | | - Falguni Mishra
- Department of Biology, Georgia State University, Atlanta, GA
| | - Zhen Bian
- Department of Biology, Georgia State University, Atlanta, GA
| | - Wei Liu
- Department of Biology, Georgia State University, Atlanta, GA.,Harbin Medical University Cancer Hospital, Harbin, People's Republic of China
| | - Li Sun
- Amoytop Biotech Inc., Xiamen, People's Republic of China
| | - Jenny Yang
- Department of Chemistry, Georgia State University, Atlanta, GA
| | - Zhi-Ren Liu
- Department of Biology, Georgia State University, Atlanta, GA
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6
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Schuster B, Junkin M, Kashaf SS, Romero-Calvo I, Kirby K, Matthews J, Weber CR, Rzhetsky A, White KP, Tay S. Automated microfluidic platform for dynamic and combinatorial drug screening of tumor organoids. Nat Commun 2020; 11:5271. [PMID: 33077832 PMCID: PMC7573629 DOI: 10.1038/s41467-020-19058-4] [Citation(s) in RCA: 211] [Impact Index Per Article: 42.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Accepted: 09/25/2020] [Indexed: 12/13/2022] Open
Abstract
Three-dimensional (3D) cell culture technologies, such as organoids, are physiologically relevant models for basic and clinical applications. Automated microfluidics offers advantages in high-throughput and precision analysis of cells but is not yet compatible with organoids. Here, we present an automated, high-throughput, microfluidic 3D organoid culture and analysis system to facilitate preclinical research and personalized therapies. Our system provides combinatorial and dynamic drug treatments to hundreds of cultures and enables real-time analysis of organoids. We validate our system by performing individual, combinatorial, and sequential drug screens on human-derived pancreatic tumor organoids. We observe significant differences in the response of individual patient-based organoids to drug treatments and find that temporally-modified drug treatments can be more effective than constant-dose monotherapy or combination therapy in vitro. This integrated platform advances organoids models to screen and mirror real patient treatment courses with potential to facilitate treatment decisions for personalized therapy. The use of organoids in personalized medicine is promising but high throughput platforms are needed. Here the authors develop an automated, high-throughput, microfluidic 3D organoid culture system that allows combinatorial and dynamic drug treatments and real-time analysis of organoids.
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Affiliation(s)
- Brooke Schuster
- Pritzker School of Molecular Engineering, The University of Chicago, Chicago, IL, 60637, USA.,Institute for Genomics and Systems Biology, The University of Chicago, Chicago, IL, 60637, USA.,Department of Chemistry, The University of Chicago, Chicago, IL, 60637, USA
| | - Michael Junkin
- Pritzker School of Molecular Engineering, The University of Chicago, Chicago, IL, 60637, USA.,Institute for Genomics and Systems Biology, The University of Chicago, Chicago, IL, 60637, USA
| | - Sara Saheb Kashaf
- Pritzker School of Molecular Engineering, The University of Chicago, Chicago, IL, 60637, USA.,Institute for Genomics and Systems Biology, The University of Chicago, Chicago, IL, 60637, USA
| | - Isabel Romero-Calvo
- Institute for Genomics and Systems Biology, The University of Chicago, Chicago, IL, 60637, USA
| | - Kori Kirby
- Institute for Genomics and Systems Biology, The University of Chicago, Chicago, IL, 60637, USA
| | - Jonathan Matthews
- Pritzker School of Molecular Engineering, The University of Chicago, Chicago, IL, 60637, USA.,Institute for Genomics and Systems Biology, The University of Chicago, Chicago, IL, 60637, USA
| | - Christopher R Weber
- Department of Pathology, The University of Chicago Medicine, Chicago, IL, 60637, USA
| | - Andrey Rzhetsky
- Institute for Genomics and Systems Biology, The University of Chicago, Chicago, IL, 60637, USA.,Committee on Genetics, Genomics and Systems Biology, Departments of Medicine and Human Genetics, The University of Chicago, Chicago, IL, 60637, USA
| | - Kevin P White
- Institute for Genomics and Systems Biology, The University of Chicago, Chicago, IL, 60637, USA.,Tempus Labs, Chicago, IL, 60654, USA
| | - Savaş Tay
- Pritzker School of Molecular Engineering, The University of Chicago, Chicago, IL, 60637, USA. .,Institute for Genomics and Systems Biology, The University of Chicago, Chicago, IL, 60637, USA.
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7
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Shoucair I, Weber Mello F, Jabalee J, Maleki S, Garnis C. The Role of Cancer-Associated Fibroblasts and Extracellular Vesicles in Tumorigenesis. Int J Mol Sci 2020; 21:ijms21186837. [PMID: 32957712 PMCID: PMC7555043 DOI: 10.3390/ijms21186837] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Revised: 09/10/2020] [Accepted: 09/13/2020] [Indexed: 02/07/2023] Open
Abstract
Extracellular vesicles (EVs) play a key role in the communication between cancer cells and stromal components of the tumor microenvironment (TME). In this context, cancer cell-derived EVs can regulate the activation of a CAF phenotype in TME cells, which can be mediated by several EV cargos (e.g., miRNA, proteins, mRNA and lncRNAs). On the other hand, CAF-derived EVs can mediate several processes during tumorigenesis, including tumor growth, invasion, metastasis, and therapy resistance. This review aimed to discuss the molecular aspects of EV-based cross-talk between CAFs and cancer cells during tumorigenesis, in addition to assessing the roles of EV cargo in therapy resistance and pre-metastatic niche formation.
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Affiliation(s)
- Issraa Shoucair
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada; (I.S.); (F.W.M.); (J.J.); (S.M.)
| | - Fernanda Weber Mello
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada; (I.S.); (F.W.M.); (J.J.); (S.M.)
- Postgraduate Program in Dentistry, Federal University of Santa Catarina, Florianópolis 88.040-370, Brazil
| | - James Jabalee
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada; (I.S.); (F.W.M.); (J.J.); (S.M.)
| | - Saeideh Maleki
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada; (I.S.); (F.W.M.); (J.J.); (S.M.)
| | - Cathie Garnis
- Department of Surgery, University of British Columbia, Vancouver, BC V5Z 1M9, Canada
- Correspondence:
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8
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Park C, Lee J, Son C, Lee N. A survey of herbal medicines as tumor
microenvironment‐modulating
agents. Phytother Res 2020; 35:78-94. [PMID: 32658314 DOI: 10.1002/ptr.6784] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 05/24/2020] [Accepted: 06/06/2020] [Indexed: 12/18/2022]
Affiliation(s)
- Chan‐Ran Park
- Dept. of Clinical Oncology Cheonan Korean Medicine Hospital of Daejeon University Cheonan‐si Republic of Korea
- Liver and Immunology Research Center Dunsan Korean Medicine Hospital of Daejeon University Daejeon‐si Republic of Korea
- Dept. of Internal Medicine Graduated School of Korean Medicine, University of Daejeon Daejeon‐si Republic of Korea
| | - Jin‐Seok Lee
- Liver and Immunology Research Center Dunsan Korean Medicine Hospital of Daejeon University Daejeon‐si Republic of Korea
- Dept. of Internal Medicine Graduated School of Korean Medicine, University of Daejeon Daejeon‐si Republic of Korea
| | - Chang‐Gue Son
- Liver and Immunology Research Center Dunsan Korean Medicine Hospital of Daejeon University Daejeon‐si Republic of Korea
- Dept. of Internal Medicine Graduated School of Korean Medicine, University of Daejeon Daejeon‐si Republic of Korea
| | - Nam‐Hun Lee
- Dept. of Clinical Oncology Cheonan Korean Medicine Hospital of Daejeon University Cheonan‐si Republic of Korea
- Liver and Immunology Research Center Dunsan Korean Medicine Hospital of Daejeon University Daejeon‐si Republic of Korea
- Dept. of Internal Medicine Graduated School of Korean Medicine, University of Daejeon Daejeon‐si Republic of Korea
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9
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Chen YC, Jung S, Zhang Z, Wicha MS, Yoon E. Co-culture of functionally enriched cancer stem-like cells and cancer-associated fibroblasts for single-cell whole transcriptome analysis. Integr Biol (Camb) 2019; 11:353-361. [PMID: 31820801 PMCID: PMC11457749 DOI: 10.1093/intbio/zyz029] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Revised: 08/26/2019] [Accepted: 07/01/2019] [Indexed: 10/09/2024]
Abstract
Considerable evidence suggests that breast cancer development and metastasis are driven by cancer stem-like cells (CSCs). Due to their unique role in tumor initiation, the interaction between CSCs and stromal cells is especially critical. In this work, we developed a platform to reliably isolate single cells in suspension and grow single-cell-derived spheres for functional enrichment of CSCs. The platform also allows adherent culture of stromal cells for cancer-stromal interaction. As a proof of concept, we grew SUM149 breast cancer cells and successfully formed single-cell-derived spheres. Cancer-associated fibroblasts (CAFs) as stromal cells were found to significantly enhance the formation and growth of cancer spheres, indicating elevated tumor-initiation potential. After on-chip culture for 14 days, we retrieved single-cell derived spheres with and without CAF co-culture for single-cell transcriptome sequencing. Whole transcriptome analysis highlights that CAF co-culture can boost cancer stemness especially ALDHhigh CSCs and alter epithelial/mesenchymal status. Single-cell resolution allows identification of individual CSCs and investigation of cancer cellular heterogeneity. Incorporating whole transcriptome sequencing data with public patient database, we discovered novel genes associated with cancer-CAF interaction and critical to patient survival. The preliminary works demonstrated a reliable platform for enrichment of CSCs and studies of cancer-stromal interaction.
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Affiliation(s)
- Yu-Chih Chen
- Department of Electrical Engineering and Computer Science, University of Michigan, 1301 Beal Avenue, Ann Arbor, MI 48109-2122, USA
- Forbes Institute for Cancer Discovery, University of Michigan, 2800 Plymouth Rd., Ann Arbor, MI 48109, USA
| | - Seungwon Jung
- Department of Electrical Engineering and Computer Science, University of Michigan, 1301 Beal Avenue, Ann Arbor, MI 48109-2122, USA
| | - Zhixiong Zhang
- Department of Electrical Engineering and Computer Science, University of Michigan, 1301 Beal Avenue, Ann Arbor, MI 48109-2122, USA
| | - Max S Wicha
- Forbes Institute for Cancer Discovery, University of Michigan, 2800 Plymouth Rd., Ann Arbor, MI 48109, USA
| | - Euisik Yoon
- Department of Electrical Engineering and Computer Science, University of Michigan, 1301 Beal Avenue, Ann Arbor, MI 48109-2122, USA
- Department of Biomedical Engineering, University of Michigan, 2200 Bonisteel, Blvd. Ann Arbor, MI 48109-2099, USA
- Center for Nanomedicine, Institute for Basic Science (IBS) and Graduate Program of Nano Biomedical Engineering (Nano BME), Yonsei University, Seoul 03722, Korea
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10
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Hwang HJ, Oh MS, Lee DW, Kuh HJ. Multiplex quantitative analysis of stroma-mediated cancer cell invasion, matrix remodeling, and drug response in a 3D co-culture model of pancreatic tumor spheroids and stellate cells. J Exp Clin Cancer Res 2019; 38:258. [PMID: 31200779 PMCID: PMC6567511 DOI: 10.1186/s13046-019-1225-9] [Citation(s) in RCA: 83] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Accepted: 05/10/2019] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is a stroma-rich carcinoma, and pancreatic stellate cells (PSCs) are a major component of this dense stroma. PSCs play significant roles in metastatic progression and chemoresistance through cross-talk with cancer cells. Preclinical in vitro tumor model of invasive phenotype should incorporate three-dimensional (3D) culture of cancer cells and PSCs in extracellular matrix (ECM) for clinical relevance and predictability. METHODS PANC-1 cells were cultured as tumor spheroids (TSs) using our previously developed minipillar chips, and co-cultured with PSCs, both embedded in collagen gels. Effects of PSC co-culture on ECM fiber network, invasive migration of cancer cells, and expression of epithelial-mesenchymal transition (EMT)-related proteins were examined. Conditioned media was also analyzed for secreted factors involved in cancer cell-PSC interactions. Inhibitory effect on cancer cell invasion was compared between gemcitabine and paclitaxel at an equitoxic concentration in PANC-1 TSs co-cultured with PSCs. RESULTS Co-culture condition was optimized for the growth of TSs, activation of PSCs, and their interaction. Increase in cancer cell invasion via ECM remodeling, invadopodia formation and EMT, as well as drug resistance was recapitulated in the TS-PSC co-culture, and appeared to be mediated by cancer cell-PSC interaction via multiple secreted factors, including IL-6, IL-8, IGF-1, EGF, TIMP-1, uPA, PAI-1, and TSP-1. Compared to gemcitabine, paclitaxel showed a greater anti-invasive activity, which was attributed to suppresion of invadopodia formation in cancer cells as well as to PSC-specific cytotoxicity abrogating its paracrine signaling. CONCLUSIONS Here, we established 3D co-culture of TSs of PANC-1 cells and PSCs using minipillar histochips as a novel tumoroid model of PDAC. Our results indicate usefulness of the present co-culture model and multiplex quantitative analysis method not only in studying the role of PSCs and their interactions with tumor cell towards metastatic progression, but also in the drug evaluation of stroma-targeting drugs.
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Affiliation(s)
- Hyun Ju Hwang
- Department of Biomedicine & Health Sciences, Graduate School, The Catholic University of Korea, Seoul, Republic of Korea
| | - Min-Suk Oh
- Department of Biomedicine & Health Sciences, Graduate School, The Catholic University of Korea, Seoul, Republic of Korea
| | - Dong Woo Lee
- Departments of Biomedical Engineering, Konyang University, Daejeon, Republic of Korea
- Medical & Bio Device, #B-9, 145 Gwanggyo-ro, Suwon, Republic of Korea
| | - Hyo-Jeong Kuh
- Department of Biomedicine & Health Sciences, Graduate School, The Catholic University of Korea, Seoul, Republic of Korea
- Cancer Evolution Research Center, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- Department of Medical Life Sciences, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-ku, Seoul, 06591 Republic of Korea
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11
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Takeda S, Shigeyasu K, Okugawa Y, Yoshida K, Mori Y, Yano S, Noma K, Umeda Y, Kondo Y, Kishimoto H, Teraishi F, Nagasaka T, Tazawa H, Kagawa S, Fujiwara T, Goel A. Activation of AZIN1 RNA editing is a novel mechanism that promotes invasive potential of cancer-associated fibroblasts in colorectal cancer. Cancer Lett 2018; 444:127-135. [PMID: 30583079 DOI: 10.1016/j.canlet.2018.12.009] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 12/03/2018] [Accepted: 12/11/2018] [Indexed: 12/31/2022]
Abstract
Adenosine-to-inosine (A-to-I) RNA editing is a recently described epigenetic modification, which is believed to constitute a key oncogenic mechanism in human cancers. However, its functional role in cancer-associated fibroblasts (CAFs) within the tumor microenvironment (TME) and its clinical significance remains unclear. Herein, we systematically analyzed a large cohort of 627 colorectal cancer (CRC) specimens, and investigated the expression pattern of ADAR1 and its biological significance on the antizyme inhibitor 1 (AZIN1) RNA editing levels. Both ADAR1 expression and AZIN1 RNA editing levels were significantly elevated in CRC tissues vs. normal mucosa, and these findings correlated with the increased expression of mesenchymal markers, Vimentin (ρ = 0.44) and Fibroblast activation protein (ρ = 0.38). Intriguingly, ADAR1 expression was specifically upregulated in both cancer cells and fibroblasts from cancerous lesions. Conditioned medium from cancer cells led to induction of ADAR1 expression and activation of AZIN1 RNA editing in fibroblasts (p < 0.05). Additionally, edited AZIN1 enhanced the invasive potential of fibroblasts. In conclusion, we provide novel evidence that hyper-editing of AZIN1 enhances the invasive potential of CAFs within the TME in colon and is an important predictor of tumor invasiveness in CRC.
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Affiliation(s)
- Sho Takeda
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan
| | - Kunitoshi Shigeyasu
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan; Center for Gastrointestinal Research, Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A Sammons Cancer Center, Baylor University Medical Center, TX, USA
| | - Yoshinaga Okugawa
- Center for Gastrointestinal Research, Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A Sammons Cancer Center, Baylor University Medical Center, TX, USA; Department of Gastrointestinal and Pediatric Surgery, Division of Reparative Medicine, Institute of Life Sciences, Mie University Graduate School of Medicine, Mie, Japan
| | - Kazuhiro Yoshida
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan; Center for Gastrointestinal Research, Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A Sammons Cancer Center, Baylor University Medical Center, TX, USA
| | - Yoshiko Mori
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan
| | - Shuya Yano
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan
| | - Kazuhiro Noma
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan
| | - Yuzo Umeda
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan
| | - Yoshitaka Kondo
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan
| | - Hiroyuki Kishimoto
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan
| | - Fuminori Teraishi
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan
| | - Takeshi Nagasaka
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan
| | - Hiroshi Tazawa
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan
| | - Shunsuke Kagawa
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan
| | - Toshiyoshi Fujiwara
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan
| | - Ajay Goel
- Center for Gastrointestinal Research, Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A Sammons Cancer Center, Baylor University Medical Center, TX, USA.
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12
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Farhood B, Najafi M, Mortezaee K. CD8 + cytotoxic T lymphocytes in cancer immunotherapy: A review. J Cell Physiol 2018; 234:8509-8521. [PMID: 30520029 DOI: 10.1002/jcp.27782] [Citation(s) in RCA: 1073] [Impact Index Per Article: 153.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Accepted: 11/01/2018] [Indexed: 12/12/2022]
Abstract
CD8+ cytotoxic T lymphocytes (CTLs) are preferred immune cells for targeting cancer. During cancer progression, CTLs encounter dysfunction and exhaustion due to immunerelated tolerance and immunosuppression within the tumor microenvironment (TME), with all favor adaptive immune-resistance. Cancer-associated fibroblasts (CAFs), macrophage type 2 (M2) cells, and regulatory T cells (Tregs) could make immunologic barriers against CD8 + T cell-mediated antitumor immune responses. Thus, CD8 + T cells are needed to be primed and activated toward effector CTLs in a process called tumor immunity cycle for making durable and efficient antitumor immune responses. The CD8 + T cell priming is directed essentially as a corroboration work between cells of innate immunity including dendritic cells (DCs) and natural killer (NK) cells with CD4 + T cells in adoptive immunity. Upon activation, effector CTLs infiltrate to the core or invading site of the tumor (so-called infiltrated-inflamed [I-I] TME) and take essential roles for killing cancer cells. Exogenous reactivation and/or priming of CD8 + T cells can be possible using rational immunotherapy strategies. The increase of the ratio for costimulatory to coinhibitory mediators using immune checkpoint blockade (ICB) approach. Programmed death-1 receptor (PD-1)-ligand (PD-L1) and CTL-associated antigen 4 (CTLA-4) are checkpoint receptors that can be targeted for relieving exhaustion of CD8 + T cells and renewing their priming, respectively, and thereby eliminating antigen-expressing cancer cells. Due to a diverse relation between CTLs with Tregs, the Treg activity could be dampened for increasing the number and rescuing the functional potential of CTLs to induce immunosensitivity of cancer cells.
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Affiliation(s)
- Bagher Farhood
- Departments of Medical Physics and Radiology, Faculty of Paramedical Sciences, Kashan University of Medical Sciences, Kashan, Iran
| | - Masoud Najafi
- Radiology and Nuclear Medicine Department, School of Paramedical Sciences, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Keywan Mortezaee
- Department of Anatomy, School of Medicine, Kurdistan University of Medical Sciences, Sanandaj, Iran
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13
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Najafi M, Goradel NH, Farhood B, Salehi E, Solhjoo S, Toolee H, Kharazinejad E, Mortezaee K. Tumor microenvironment: Interactions and therapy. J Cell Physiol 2018; 234:5700-5721. [PMID: 30378106 DOI: 10.1002/jcp.27425] [Citation(s) in RCA: 123] [Impact Index Per Article: 17.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Accepted: 08/22/2018] [Indexed: 12/11/2022]
Abstract
Tumor microenvironment (TME) is a host for a complex network of heterogeneous stromal cells with overlapping or opposing functions depending on the dominant signals within this milieu. Reciprocal paracrine interactions between cancer cells with cells within the tumor stroma often reshape the TME in favor of the promotion of tumor. These complex interactions require more sophisticated approaches for cancer therapy, and, therefore, advancing knowledge about dominant drivers of cancer within the TME is critical for designing therapeutic schemes. This review will provide knowledge about TME architecture, multiple signaling, and cross communications between cells within this milieu, and its targeting for immunotherapy of cancer.
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Affiliation(s)
- Masoud Najafi
- Department of Radiology and Nuclear Medicine, School of Paramedical Sciences, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Nasser Hashemi Goradel
- Department of Medical Biotechnology, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Bagher Farhood
- Department of Radiology and Medical Physics, Faculty of Paramedical Sciences, Kashan University of Medical Sciences, Kashan, Iran
| | - Eniseh Salehi
- Department of Anatomy, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Somaye Solhjoo
- Department of Anatomy, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Heidar Toolee
- Department of Anatomy, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Keywan Mortezaee
- Department of Anatomy, School of Medicine, Kurdistan University of Medical Sciences, Sanandaj, Iran
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14
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Najafi M, Farhood B, Mortezaee K. Contribution of regulatory T cells to cancer: A review. J Cell Physiol 2018; 234:7983-7993. [PMID: 30317612 DOI: 10.1002/jcp.27553] [Citation(s) in RCA: 135] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Accepted: 09/13/2018] [Indexed: 12/12/2022]
Abstract
Regulatory T cells (Tregs) represent a low number of T-cell population under normal conditions, and they play key roles for maintaining immune system in homeostasis. The number of these cells is extensively increased in nearly all cancers, which is for dampening responses from immune system against cancer cells, metastasis, tumor recurrence, and treatment resistance. The interesting point is that apoptotic Tregs are stronger than their live counterparts for suppressing responses from immune system. Tregs within the tumor microenvironment have extensive positive cross-talks with other immunosuppressive cells including cancer-associated fibroblasts, cancer cells, macrophage type 2 cells, and myeloid-derived suppressor cells, and they have negative interactions with immunostimulatory cells including cytotoxic T lymphocytes (CTL) and natural killer cells. A wide variety of markers are expressed in Tregs, among them forkhead box P3 (FOXP3) is the most specific marker and the master regulator of these cells. Multiple signals are activated by Tregs including transforming growth factor-β, signal transducer and activator of transcription, and mTORC1. Treg reprogramming from an immunosuppressive to immunostimulatory proinflammatory phenotype is critical for increasing the efficacy of immunotherapy. This would be applicable through selective suppression of tumor-bearing receptors in Tregs, including FOXP3, programmed death-1, T-cell immunoglobulin mucin-3, and CTL-associated antigen-4, among others. Intratumoral Tregs can also be targeted by increasing the ratio for CTL/Treg.
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Affiliation(s)
- Masoud Najafi
- Radiology and Nuclear Medicine Department, School of Paramedical Sciences, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Bagher Farhood
- Department of Medical Physics and Radiology, Faculty of Paramedical Sciences, Kashan University of Medical Sciences, Kashan, Iran
| | - Keywan Mortezaee
- Department of Anatomy, School of Medicine, Kurdistan University of Medical Sciences, Sanandaj, Iran
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15
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Farhood B, Najafi M, Mortezaee K. Cancer‐associated fibroblasts: Secretions, interactions, and therapy. J Cell Biochem 2018; 120:2791-2800. [DOI: 10.1002/jcb.27703] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2018] [Accepted: 08/27/2018] [Indexed: 12/12/2022]
Affiliation(s)
- Bagher Farhood
- Departments of Medical Physics and Radiology Faculty of Paramedical Sciences, Kashan University of Medical Sciences Kashan Iran
| | - Masoud Najafi
- Radiology and Nuclear Medicine Department School of Paramedical Sciences, Kermanshah University of Medical Sciences Kermanshah Iran
| | - Keywan Mortezaee
- Department of Anatomy School of Medicine, Kurdistan University of Medical Sciences Sanandaj Iran
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