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Vasilevska J, Cheng PF, Lehmann J, Ramelyte E, Gómez JM, Dimitriou F, Sella F, Ferretti D, Salas-Bastos A, Jordaan WS, Levesque MP, Dummer R, Sommer L. Monitoring melanoma patients on treatment reveals a distinct macrophage population driving targeted therapy resistance. Cell Rep Med 2024; 5:101611. [PMID: 38942020 PMCID: PMC11293307 DOI: 10.1016/j.xcrm.2024.101611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 04/09/2024] [Accepted: 05/20/2024] [Indexed: 06/30/2024]
Abstract
Resistance to targeted therapy remains a major clinical challenge in melanoma. To uncover resistance mechanisms, we perform single-cell RNA sequencing on fine-needle aspirates from resistant and responding tumors of patients undergoing BRAFi/MEKi treatment. Among the genes most prominently expressed in resistant tumors is POSTN, predicted to signal to a macrophage population associated with targeted therapy resistance (TTR). Accordingly, tumors from patients with fast disease progression after therapy exhibit high POSTN expression levels and high numbers of TTR macrophages. POSTN polarizes human macrophages toward a TTR phenotype and promotes resistance to targeted therapy in a melanoma mouse model, which is associated with a phenotype change in intratumoral macrophages. Finally, polarized TTR macrophages directly protect human melanoma cells from MEKi-induced killing via CD44 receptor expression on melanoma cells. Thus, interfering with the protective activity of TTR macrophages may offer a strategy to overcome resistance to targeted therapy in melanoma.
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Affiliation(s)
- Jelena Vasilevska
- Institute of Anatomy, University of Zurich, 8057 Zurich, Switzerland
| | - Phil Fang Cheng
- Department of Dermatology, University of Zurich Hospital and Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Julia Lehmann
- Institute of Anatomy, University of Zurich, 8057 Zurich, Switzerland
| | - Egle Ramelyte
- Department of Dermatology, University of Zurich Hospital and Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Julia Martínez Gómez
- Department of Dermatology, University of Zurich Hospital and Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Florentia Dimitriou
- Department of Dermatology, University of Zurich Hospital and Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Federica Sella
- Department of Dermatology, University of Zurich Hospital and Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Daria Ferretti
- Institute of Anatomy, University of Zurich, 8057 Zurich, Switzerland
| | | | | | - Mitchell Paul Levesque
- Department of Dermatology, University of Zurich Hospital and Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Reinhard Dummer
- Department of Dermatology, University of Zurich Hospital and Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Lukas Sommer
- Institute of Anatomy, University of Zurich, 8057 Zurich, Switzerland.
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Brand J, Haro M, Lin X, Rimel B, McGregor SM, Lawrenson K, Dinh HQ. Fallopian tube single cell analysis reveals myeloid cell alterations in high-grade serous ovarian cancer. iScience 2024; 27:108990. [PMID: 38384837 PMCID: PMC10879678 DOI: 10.1016/j.isci.2024.108990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 01/10/2024] [Accepted: 01/17/2024] [Indexed: 02/23/2024] Open
Abstract
Most high-grade serous ovarian cancers (HGSCs) likely initiate from fallopian tube (FT) epithelia. While epithelial subtypes have been characterized using single-cell RNA-sequencing (scRNA-Seq), heterogeneity of other compartments and their involvement in tumor progression are poorly defined. Integrated analysis of human FT scRNA-Seq and HGSC-related tissues, including tumors, revealed greater immune and stromal transcriptional diversity than previously reported. We identified abundant monocytes in FTs across two independent cohorts. The ratio of macrophages to monocytes is similar between benign FTs, ovaries, and adjacent normal tissues but significantly greater in tumors. FT-defined monocyte and macrophage signatures, cell-cell communication, and gene set enrichment analyses identified monocyte- and macrophage-specific interactions and functional pathways in paired tumors and adjacent normal tissues. Further reanalysis of HGSC scRNA-Seq identified monocyte and macrophage subsets associated with neoadjuvant chemotherapy. Taken together, our work provides data that an altered FT myeloid cell composition could inform the discovery of early detection markers for HGSC.
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Affiliation(s)
- Joshua Brand
- McArdle Laboratory for Cancer Research, Department of Oncology, School of Medicine and Public Health, University of Wisconsin – Madison, Madison, WI 53705, USA
| | - Marcela Haro
- Women’s Cancer Research Program at the Samuel Oschin Comprehensive Cancer Center, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Xianzhi Lin
- Women’s Cancer Research Program at the Samuel Oschin Comprehensive Cancer Center, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- RNA Biology Group, Division of Natural and Applied Sciences and Global Health Research Center, Duke Kunshan University, Kunshan 215316, Jiangsu Province, China
| | - B.J. Rimel
- Women’s Cancer Research Program at the Samuel Oschin Comprehensive Cancer Center, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Stephanie M. McGregor
- Department of Pathology and Laboratory Medicine, University of Wisconsin – Madison, Madison, WI 53705, USA
- University of Wisconsin Carbone Cancer Center, University of Wisconsin School of Medicine and Public Health, Madison, WI 53705, USA
| | - Kate Lawrenson
- Women’s Cancer Research Program at the Samuel Oschin Comprehensive Cancer Center, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Huy Q. Dinh
- McArdle Laboratory for Cancer Research, Department of Oncology, School of Medicine and Public Health, University of Wisconsin – Madison, Madison, WI 53705, USA
- University of Wisconsin Carbone Cancer Center, University of Wisconsin School of Medicine and Public Health, Madison, WI 53705, USA
- Department of Biostatistics and Medical Informatics, School of Medicine and Public Health, University of Wisconsin – Madison, Madison, WI 53705, USA
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Li Y, Jin G, Liu N, Guo H, Xu F. The post-chemotherapy changes of tumor physical microenvironment: Targeting extracellular matrix to address chemoresistance. Cancer Lett 2024; 582:216583. [PMID: 38072368 DOI: 10.1016/j.canlet.2023.216583] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 11/28/2023] [Accepted: 11/30/2023] [Indexed: 12/19/2023]
Abstract
The tumor physical microenvironment (TPME) contributes to cancer chemoresistance in both mechanical and mechanobiological approaches. Along with chemotherapy, the tumor microenvironment undergoes dramatic changes, most of which can regulate TPME through extracellular matrix (ECM) remodeling and related signaling pathways. However, there is still no discussion about the post-chemotherapy TPME changes mediated by ECM remodeling, and consequent impact on chemoresistance. Herein, we summarize the TPME alterations induced by chemotherapy and corresponding influence on chemotherapy response of cancer cells in context of ECM. The response of cancer cell to chemotherapy, imposed by post-chemotherapy ECM, are discussed in both mechanical (ECM physical features) and mechanobiological (ECM-responsive signaling pathways) manner. In the end, we present ECM remodeling and related signaling pathways as two promising clinic strategies to relieve or overcome chemoresistance induced by TPME change, and summarize the corresponding therapeutic agents currently being tested in clinical trials.
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Affiliation(s)
- Yuan Li
- MOE Key Laboratory of Biomedical Information Engineering, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, PR China; Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an, 710049, PR China
| | - Guorui Jin
- MOE Key Laboratory of Biomedical Information Engineering, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, PR China; Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an, 710049, PR China
| | - Na Liu
- Department of Gastroenterology, Hainan General Hospital (Hainan Affifiliated Hospital of Hainan Medical University), Haikou, Hainan, 570311, PR China.
| | - Hui Guo
- Department of Medical Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710004, PR China.
| | - Feng Xu
- MOE Key Laboratory of Biomedical Information Engineering, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, PR China; Bioinspired Engineering and Biomechanics Center (BEBC), Xi'an Jiaotong University, Xi'an, 710049, PR China.
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4
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Huang Z, Byrd O, Tan S, Hu K, Knight B, Lo G, Taylor L, Wu Y, Berchuck A, Murphy SK. Periostin facilitates ovarian cancer recurrence by enhancing cancer stemness. Sci Rep 2023; 13:21382. [PMID: 38049490 PMCID: PMC10695946 DOI: 10.1038/s41598-023-48485-8] [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: 05/07/2023] [Accepted: 11/27/2023] [Indexed: 12/06/2023] Open
Abstract
The lethality of epithelial ovarian cancer (OC) is largely due to a high rate of recurrence and development of chemoresistance, which requires synergy between cancer cells and the tumor microenvironment (TME) and is thought to involve cancer stem cells. Our analysis of gene expression microarray data from paired primary and recurrent OC tissues revealed significantly elevated expression of the gene encoding periostin (POSTN) in recurrent OC compared to matched primary tumors (p = 0.015). Secreted POSTN plays a role in the extracellular matrix, facilitating epithelial cell migration and tissue regeneration. We therefore examined how elevated extracellular POSTN, as we found is present in recurrent OC, impacts OC cell functions and phenotypes, including stemness. OC cells cultured with conditioned media with high levels of periostin (CMPOSTNhigh) exhibited faster migration (p = 0.0044), enhanced invasiveness (p = 0.006), increased chemoresistance (p < 0.05), and decreased apoptosis as compared to the same cells cultured with control medium (CMCTL). Further, CMPOSTNhigh-cultured OC cells exhibited an elevated stem cell side population (p = 0.027) along with increased expression of cancer stem cell marker CD133 relative to CMCTL-cultured cells. POSTN-transfected 3T3-L1 cells that were used to generate CMPOSTNhigh had visibly enhanced intracellular and extracellular lipids, which was also linked to increased OC cell expression of fatty acid synthetase (FASN) that functions as a central regulator of lipid metabolism and plays a critical role in the growth and survival of tumors. Additionally, POSTN functions in the TME were linked to AKT pathway activities. The mean tumor volume in mice injected with CMPOSTNhigh-cultured OC cells was larger than that in mice injected with CMCTL-cultured OC cells (p = 0.0023). Taken together, these results show that elevated POSTN in the extracellular environment leads to more aggressive OC cell behavior and an increase in cancer stemness, suggesting that increased levels of stromal POSTN during OC recurrence contribute to more rapid disease progression and may be a novel therapeutic target. Furthermore, they also demonstrate the utility of having matched primary-recurrent OC tissues for analysis and support the need for better understanding of the molecular changes that occur with OC recurrence to develop ways to undermine those processes.
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Affiliation(s)
- Zhiqing Huang
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, Duke University School of Medicine, Durham, USA.
- Department of Obstetrics and Gynecology, Duke University Medical Center, 701 West Main Street, Suite 510, Duke, PO Box 90534, Durham, NC, 27701, USA.
| | - Olivia Byrd
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, Duke University School of Medicine, Durham, USA
| | - Sarah Tan
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, Duke University School of Medicine, Durham, USA
| | - Katrina Hu
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, Duke University School of Medicine, Durham, USA
| | - Bailey Knight
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, Duke University School of Medicine, Durham, USA
| | - Gaomong Lo
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, Duke University School of Medicine, Durham, USA
| | - Lila Taylor
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, Duke University School of Medicine, Durham, USA
| | - Yuan Wu
- Biostatistics & Bioinformatics, Division of Biostatistics, Biostatistics & Bioinformatics, Duke University, Durham, USA
| | - Andrew Berchuck
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Duke University School of Medicine, Durham, USA
| | - Susan K Murphy
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, Duke University School of Medicine, Durham, USA
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Zhao Z, Li T, Yuan Y, Zhu Y. What is new in cancer-associated fibroblast biomarkers? Cell Commun Signal 2023; 21:96. [PMID: 37143134 PMCID: PMC10158035 DOI: 10.1186/s12964-023-01125-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 04/05/2023] [Indexed: 05/06/2023] Open
Abstract
The tumor microenvironment is one of the important drivers of tumor development. Cancer-associated fibroblasts (CAFs) are a major component of the tumor stroma and actively participate in tumor development, invasion, metastasis, drug resistance, and other biological behaviors. CAFs are a highly heterogeneous group of cells, a reflection of the diversity of their origin, biomarkers, and functions. The diversity of CAF origin determines the complexity of CAF biomarkers, and CAF subpopulations expressing different biomarkers may play contrasting roles in tumor progression. In this review, we provide an overview of these emerging CAF biomarkers and the biological functions that they suggest, which may give a better understanding of the relationship between CAFs and tumor cells and be of great significance for breakthroughs in precision targeted therapy for tumors. Video Abstract.
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Affiliation(s)
- Zehua Zhao
- Department of Pathology, Affiliated Cancer Hospital of Dalian University of Technology (Liaoning Cancer Hospital and Institute, Cancer Hospital of China Medical University), No. 44 of Xiaoheyan Road, Dadong District, Shenyang, 110042, China
| | - Tianming Li
- Department of Pathology, Affiliated Cancer Hospital of Dalian University of Technology (Liaoning Cancer Hospital and Institute, Cancer Hospital of China Medical University), No. 44 of Xiaoheyan Road, Dadong District, Shenyang, 110042, China
| | - Yuan Yuan
- Tumor Etiology and Screening Department of Cancer Institute and General Surgery, The First Hospital of China Medical University, Shenyang, China.
- Key Laboratory of Cancer Etiology and Prevention in Liaoning Education Department, The First Hospital of China Medical University, Shenyang, China.
- Key Laboratory of GI Cancer Etiology and Prevention in Liaoning Province, The First Hospital of China Medical University, No. 155 of Nanjing Road, Heping District, Shenyang, 110001, China.
| | - Yanmei Zhu
- Department of Pathology, Affiliated Cancer Hospital of Dalian University of Technology (Liaoning Cancer Hospital and Institute, Cancer Hospital of China Medical University), No. 44 of Xiaoheyan Road, Dadong District, Shenyang, 110042, China.
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Interactions between Platelets and Tumor Microenvironment Components in Ovarian Cancer and Their Implications for Treatment and Clinical Outcomes. Cancers (Basel) 2023; 15:cancers15041282. [PMID: 36831623 PMCID: PMC9953912 DOI: 10.3390/cancers15041282] [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: 01/13/2023] [Revised: 02/07/2023] [Accepted: 02/13/2023] [Indexed: 02/19/2023] Open
Abstract
Platelets, the primary operatives of hemostasis that contribute to blood coagulation and wound healing after blood vessel injury, are also involved in pathological conditions, including cancer. Malignancy-associated thrombosis is common in ovarian cancer patients and is associated with poor clinical outcomes. Platelets extravasate into the tumor microenvironment in ovarian cancer and interact with cancer cells and non-cancerous elements. Ovarian cancer cells also activate platelets. The communication between activated platelets, cancer cells, and the tumor microenvironment is via various platelet membrane proteins or mediators released through degranulation or the secretion of microvesicles from platelets. These interactions trigger signaling cascades in tumors that promote ovarian cancer progression, metastasis, and neoangiogenesis. This review discusses how interactions between platelets, cancer cells, cancer stem cells, stromal cells, and the extracellular matrix in the tumor microenvironment influence ovarian cancer progression. It also presents novel potential therapeutic approaches toward this gynecological cancer.
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Lima CAD, Jammal MP, Etchebehere RM, Murta EFC, Nomelini RS. Immunostaining of stromal CD56 cells in ovarian malignancies. REVISTA DA ASSOCIACAO MEDICA BRASILEIRA (1992) 2023; 69:e20220992. [PMID: 37194901 DOI: 10.1590/1806-9282.20220992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 02/23/2023] [Indexed: 05/18/2023]
Abstract
OBJECTIVES The aim of this study was to evaluate CD56 immunostaining in the stroma of benign and malignant ovarian epithelial neoplasms and associate the CD56 immunostaining with prognostic factors and survival in ovarian cancer. METHODS Patients with ovarian epithelial neoplasia (n=77) were studied with a prospective cohort. The CD56 immunostaining was evaluated in the peritumoral stroma. Two groups were evaluated: benign ovarian neoplasms (n=40) and malignant ovarian neoplasms (n=37). Data were recorded for histological type and grade, International Federation of Gynecology and Obstetrics staging, molecular subtype, and lymph node metastases. Fisher's exact test and Kaplan-Meier survival curves were used, with a significance level of ≤0.05. RESULTS We found greater CD56 stromal immunostaining in malignant neoplasms when compared to the group of benign neoplasms (p=0.00001). There was no significant difference in relation to the prognostic factors and survival. CONCLUSION Malignant ovarian neoplasms showed higher stromal CD56 immunostaining. As the prognostic value of natural killer in ovarian cancer is controversial, knowing the specific function of each cell present both in the tumor tissue and systemically may help guide successful immunotherapies in the near future.
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Affiliation(s)
- Cid Almeida de Lima
- Universidade Federal do Triângulo Mineiro, Department of Gynecology and Obstetrics - Uberaba (MG), Brazil
| | - Millena Prata Jammal
- Universidade Federal do Triângulo Mineiro, Department of Gynecology and Obstetrics - Uberaba (MG), Brazil
| | | | | | - Rosekeila Simões Nomelini
- Universidade Federal do Triângulo Mineiro, Department of Gynecology and Obstetrics - Uberaba (MG), Brazil
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Lin SC, Liao YC, Chen PM, Yang YY, Wang YH, Tung SL, Chuang CM, Sung YW, Jang TH, Chuang SE, Wang LH. Periostin promotes ovarian cancer metastasis by enhancing M2 macrophages and cancer-associated fibroblasts via integrin-mediated NF-κB and TGF-β2 signaling. J Biomed Sci 2022; 29:109. [PMID: 36550569 PMCID: PMC9784270 DOI: 10.1186/s12929-022-00888-x] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 11/28/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Ovarian cancer has the highest mortality among gynecological cancers due to late diagnosis and lack of effective targeted therapy. Although the study of interplay between cancer cells with their microenvironment is emerging, how ovarian cancer triggers signaling that coordinates with immune cells to promote metastasis is still elusive. METHODS Microarray and bioinformatics analysis of low and highly invasive ovarian cancer cell lines were used to reveal periostin (POSTN), a matrix protein with multifunctions in cancer, with elevated expression in the highly invasive cells. Anchorage independent assay, Western blot, RNA interference, confocal analysis and neutralizing antibody treatment were performed to analyze the effects of POSTN on tumor promotion and to explore the underlying mechanism. Chemotaxis, flow cytometry and cytokine array analyses were undertaken to analyze the involvement of POSTN in cancer-associated fibroblast (CAF) and macrophage modulation. Correlations between POSTN expression levels and clinical characteristics were analyzed using the Oncomine, commercial ovarian cancer cDNA and China Medical University Hospital patient cohort. In vivo effect of POSTN on metastasis was studied using a mouse xenograft model. RESULTS Expression of POSTN was found to be elevated in highly invasive ovarian cancer cells. We observed that POSTN was co-localized with integrin β3 and integrin β5, which was important for POSTN-mediated activation of ERK and NF-κB. Ectopic expression of POSTN enhanced whereas knockdown of POSTN decreased cancer cell migration and invasion in vitro, as well as tumor growth and metastasis in vivo. POSTN enhanced integrin/ERK/NF-κB signaling through an autocrine effect on cancer cells to produce macrophage attracting and mobilizing cytokines including MIP-1β, MCP-1, TNFα and RANTES resulting in increased chemotaxis of THP-1 monocytes and their polarization to M2 macrophages in vitro. In agreement, tumors derived from POSTN-overexpressing SKOV3 harbored more tumor-associated macrophages than the control tumors. POSTN induced TGF-β2 expression from ovarian cancer cells to promote activation of adipose-derived stromal cells to become CAF-like cells expressing alpha smooth muscle actin and fibroblast activation protein alpha. Consistently, increased CAFs were observed in POSTN overexpressing SKOV3 cells-derived metastatic tumors. In clinical relevance, we found that expression of POSTN was positively correlated with advanced-stage diseases and poor overall survival of patients. CONCLUSIONS Our study revealed a POSTN-integrin-NF-κB-mediated signaling and its involvement in enhancing M2 macrophages and CAFs, which could potentially participate in promoting tumor growth. Our results suggest that POSTN could be a useful prognosis marker and potential therapeutic target.
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Affiliation(s)
- Sheng-Chieh Lin
- grid.254145.30000 0001 0083 6092Graduate Institute of Integrated Medicine and Chinese Medicine Research Center, China Medical University, No. 91, Hsueh-Shih Road, Taichung, 40402 Taiwan ,grid.254145.30000 0001 0083 6092Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
| | - Yi-Chu Liao
- grid.59784.370000000406229172Institute of Molecular and Genomic Medicine, National Health Research Institutes, Miaoli, Taiwan
| | - Po-Ming Chen
- grid.254145.30000 0001 0083 6092Graduate Institute of Integrated Medicine and Chinese Medicine Research Center, China Medical University, No. 91, Hsueh-Shih Road, Taichung, 40402 Taiwan ,grid.452796.b0000 0004 0634 3637Research Assistant Center, Show Chwan Memorial Hospital, Changhua, Taiwan
| | - Ya-Yu Yang
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, Miaoli, Taiwan
| | - Yi-Hsiang Wang
- grid.59784.370000000406229172Institute of Molecular and Genomic Medicine, National Health Research Institutes, Miaoli, Taiwan ,grid.38348.340000 0004 0532 0580Institute of Molecular Medicine, National Tsing Hua University, Hsinchu, Taiwan
| | - Shiao-Lin Tung
- Department of Hematology and Oncology, Ton-Yen General Hospital, Hsinchu, Taiwan ,Department of Nursing, Hsin Sheng Junior College of Medical Care and Management, Taoyuan, Taiwan
| | - Chi-Mu Chuang
- grid.278247.c0000 0004 0604 5314Department of Obstetrics and Gynecology, Taipei Veterans General Hospital, Taipei, Taiwan ,grid.260539.b0000 0001 2059 7017School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Yu-Wen Sung
- grid.254145.30000 0001 0083 6092Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan ,grid.411508.90000 0004 0572 9415Department of Obstetrics and Gynecology, China Medical University Hospital, Taichung, Taiwan
| | - Te-Hsuan Jang
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, Miaoli, Taiwan ,grid.38348.340000 0004 0532 0580Institute of Molecular Medicine, National Tsing Hua University, Hsinchu, Taiwan
| | - Shuang-En Chuang
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, Miaoli, Taiwan
| | - Lu-Hai Wang
- grid.254145.30000 0001 0083 6092Graduate Institute of Integrated Medicine and Chinese Medicine Research Center, China Medical University, No. 91, Hsueh-Shih Road, Taichung, 40402 Taiwan ,grid.59784.370000000406229172Institute of Molecular and Genomic Medicine, National Health Research Institutes, Miaoli, Taiwan ,grid.38348.340000 0004 0532 0580Institute of Molecular Medicine, National Tsing Hua University, Hsinchu, Taiwan
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9
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Chambers LM, Rhoades EL, Bharti R, Braley C, Tewari S, Trestan L, Alali Z, Bayik D, Lathia JD, Sangwan N, Bazeley P, Joehlin-Price AS, Wang Z, Dutta S, Dwidar M, Hajjar A, Ahern PP, Claesen J, Rose P, Vargas R, Brown JM, Michener C, Reizes O. Disruption of the Gut Microbiota Confers Cisplatin Resistance in Epithelial Ovarian Cancer. Cancer Res 2022; 82:4654-4669. [PMID: 36206317 PMCID: PMC9772178 DOI: 10.1158/0008-5472.can-22-0455] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 08/03/2022] [Accepted: 10/04/2022] [Indexed: 01/24/2023]
Abstract
Epithelial ovarian cancer (EOC) is the leading cause of gynecologic cancer death. Despite initial responses to intervention, up to 80% of patient tumors recur and require additional treatment. Retrospective clinical analysis of patients with ovarian cancer indicates antibiotic use during chemotherapy treatment is associated with poor overall survival. Here, we assessed whether antibiotic (ABX) treatment would impact growth of EOC and sensitivity to cisplatin. Immunocompetent or immunocompromised mice were given untreated control or ABX-containing (metronidazole, ampicillin, vancomycin, and neomycin) water prior to intraperitoneal injection with EOC cells, and cisplatin therapy was administered biweekly until endpoint. Tumor-bearing ABX-treated mice exhibited accelerated tumor growth and resistance to cisplatin therapy compared with control treatment. ABX treatment led to reduced apoptosis, increased DNA damage repair, and enhanced angiogenesis in cisplatin-treated tumors, and tumors from ABX-treated mice contained a higher frequency of cisplatin-augmented cancer stem cells than control mice. Stool analysis indicated nonresistant gut microbial species were disrupted by ABX treatment. Cecal transplants of microbiota derived from control-treated mice was sufficient to ameliorate chemoresistance and prolong survival of ABX-treated mice, indicative of a gut-derived tumor suppressor. Metabolomics analyses identified circulating gut-derived metabolites that were altered by ABX treatment and restored by recolonization, providing candidate metabolites that mediate the cross-talk between the gut microbiome and ovarian cancer. Collectively, these findings indicate that an intact microbiome functions as a tumor suppressor in EOC, and perturbation of the gut microbiota with ABX treatment promotes tumor growth and suppresses cisplatin sensitivity. SIGNIFICANCE Restoration of the gut microbiome, which is disrupted following antibiotic treatment, may help overcome platinum resistance in patients with epithelial ovarian cancer. See related commentary by Hawkins and Nephew, p. 4511.
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Affiliation(s)
- Laura M. Chambers
- Division of Gynecologic Oncology; Obstetrics, Gynecology and Women’s Health Institute, Cleveland Clinic, Cleveland, OH
- Current address: Division of Gynecologic Oncology; The Ohio State University Comprehensive Cancer Center – James Cancer Hospital and Solove Research Institute, Columbus, OH
| | - Emily L. Rhoades
- Department of Cardiovascular and Metabolic Sciences, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
| | - Rashmi Bharti
- Department of Cardiovascular and Metabolic Sciences, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
| | - Chad Braley
- Department of Cardiovascular and Metabolic Sciences, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
| | - Surabhi Tewari
- Department of Cardiovascular and Metabolic Sciences, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
| | - Lexie Trestan
- Department of Cardiovascular and Metabolic Sciences, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
| | - Zahraa Alali
- Department of Cardiovascular and Metabolic Sciences, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
| | - Defne Bayik
- Department of Cardiovascular and Metabolic Sciences, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
| | - Justin D. Lathia
- Department of Cardiovascular and Metabolic Sciences, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH
| | - Naseer Sangwan
- Microbiome Analytics and Composition Core Facility, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH
| | - Peter Bazeley
- Department of Quantitative Health Services, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland OH
| | - Amy S. Joehlin-Price
- Department of Gynecologic Pathology, Pathology and Lab Medicine Institute, Cleveland Clinic Foundation, Cleveland OH
| | - Zeneng Wang
- Department of Cardiovascular and Metabolic Sciences, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
| | - Sumita Dutta
- Department of Cardiovascular and Metabolic Sciences, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
| | - Mohammed Dwidar
- Microbial Culture and Engineering Facility, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland OH
| | - Adeline Hajjar
- Gnotobiotic Core Facility, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH
| | - Philip P. Ahern
- Department of Cardiovascular and Metabolic Sciences, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
| | - Jan Claesen
- Department of Cardiovascular and Metabolic Sciences, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
| | - Peter Rose
- Division of Gynecologic Oncology; Obstetrics, Gynecology and Women’s Health Institute, Cleveland Clinic, Cleveland, OH
| | - Roberto Vargas
- Division of Gynecologic Oncology; Obstetrics, Gynecology and Women’s Health Institute, Cleveland Clinic, Cleveland, OH
| | - J. Mark Brown
- Department of Cardiovascular and Metabolic Sciences, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH
| | - Chad Michener
- Division of Gynecologic Oncology; Obstetrics, Gynecology and Women’s Health Institute, Cleveland Clinic, Cleveland, OH
| | - Ofer Reizes
- Department of Cardiovascular and Metabolic Sciences, Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH
- Corresponding Author: Ofer Reizes, PhD, Lerner Research Institute, 9500 Euclid Avenue, Cleveland, OH 44195, , Telephone: +1(216) 455-0880
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10
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Timofeeva AV, Asaturova AV, Sannikova MV, Khabas GN, Chagovets VV, Fedorov IS, Frankevich VE, Sukhikh GT. Search for New Participants in the Pathogenesis of High-Grade Serous Ovarian Cancer with the Potential to Be Used as Diagnostic Molecules. LIFE (BASEL, SWITZERLAND) 2022; 12:life12122017. [PMID: 36556382 PMCID: PMC9784419 DOI: 10.3390/life12122017] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 11/25/2022] [Accepted: 12/01/2022] [Indexed: 12/11/2022]
Abstract
Recent studies have attempted to develop molecular signatures of epithelial ovarian cancer (EOC) based on the quantitation of protein-coding and non-coding RNAs to predict disease prognosis. Due to the heterogeneity of EOC, none of the developed prognostic signatures were directly applied in clinical practice. Our work focuses on high-grade serous ovarian carcinoma (HGSOC) due to the highest mortality rate relative to other types of EOC. Using deep sequencing of small non-coding RNAs in combination with quantitative real-time PCR, we confirm the dualistic classification of epithelial ovarian cancers based on the miRNA signature of HGSOC (type 2), which differs from benign cystadenoma and borderline cystadenoma-precursors of low-grade serous ovarian carcinoma (type 1)-and identified two subtypes of HGSOC, which significantly differ in the level of expression of the progesterone receptor in the tumor tissue, the secretion of miR-16-5p, miR-17-5p, miR-93-5p, miR-20a-5p, the level of serum CA125, tumor size, surgical outcome (optimal or suboptimal cytoreduction), and response to chemotherapy. It was found that the combined determination of the level of miR-16-5p, miR-17-5p, miR-20a-5p, and miR-93-5p circulating in blood plasma of patients with primary HGSOC tumors makes it possible to predict optimal cytoreduction with 80.1% sensitivity and 70% specificity (p = 0.022, TPR = 0.8, FPR = 0.3), as well as complete response to adjuvant chemotherapy with 77.8% sensitivity and 90.9% specificity (p = 0.001, TPR = 0.78, FPR = 0.09). After the additional verification of the obtained data in a larger HGSOC patient cohort, the combined quantification of these four miRNAs is proposed to be used as a criterion for selecting patients either for primary cytoreduction or neoadjuvant chemotherapy followed by interval cytoreduction.
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Affiliation(s)
- Angelika V. Timofeeva
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov Ministry of Healthcare of The Russian Federation, Ac. Oparina 4, 117997 Moscow, Russia
- Correspondence: or ; Tel.: +7-495-531-4444
| | - Aleksandra V. Asaturova
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov Ministry of Healthcare of The Russian Federation, Ac. Oparina 4, 117997 Moscow, Russia
| | - Maya V. Sannikova
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov Ministry of Healthcare of The Russian Federation, Ac. Oparina 4, 117997 Moscow, Russia
| | - Grigory N. Khabas
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov Ministry of Healthcare of The Russian Federation, Ac. Oparina 4, 117997 Moscow, Russia
| | - Vitaliy V. Chagovets
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov Ministry of Healthcare of The Russian Federation, Ac. Oparina 4, 117997 Moscow, Russia
| | - Ivan S. Fedorov
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov Ministry of Healthcare of The Russian Federation, Ac. Oparina 4, 117997 Moscow, Russia
| | - Vladimir E. Frankevich
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov Ministry of Healthcare of The Russian Federation, Ac. Oparina 4, 117997 Moscow, Russia
- Laboratory of Translational Medicine, Siberian State Medical University, 634050 Tomsk, Russia
| | - Gennady T. Sukhikh
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov Ministry of Healthcare of The Russian Federation, Ac. Oparina 4, 117997 Moscow, Russia
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11
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Neuzillet C, Nicolle R, Raffenne J, Tijeras‐Raballand A, Brunel A, Astorgues‐Xerri L, Vacher S, Arbateraz F, Fanjul M, Hilmi M, Samain R, Klein C, Perraud A, Rebours V, Mathonnet M, Bièche I, Kocher H, Cros J, Bousquet C. Periostin- and podoplanin-positive cancer-associated fibroblast subtypes cooperate to shape the inflamed tumor microenvironment in aggressive pancreatic adenocarcinoma. J Pathol 2022; 258:408-425. [PMID: 36102377 PMCID: PMC9828775 DOI: 10.1002/path.6011] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 08/08/2022] [Accepted: 09/10/2022] [Indexed: 01/19/2023]
Abstract
Cancer-associated fibroblasts (CAFs) are orchestrators of the pancreatic ductal adenocarcinoma (PDAC) microenvironment. Previously we described four CAF subtypes with specific molecular and functional features. Here, we have refined our CAF subtype signatures using RNAseq and immunostaining with the goal of defining bioinformatically the phenotypic stromal and tumor epithelial states associated with CAF diversity. We used primary CAF cultures grown from patient PDAC tumors, human data sets (in-house and public, including single-cell analyses), genetically engineered mouse PDAC tissues, and patient-derived xenografts (PDX) grown in mice. We found that CAF subtype RNAseq signatures correlated with immunostaining. Tumors rich in periostin-positive CAFs were significantly associated with shorter overall survival of patients. Periostin-positive CAFs were characterized by high proliferation and protein synthesis rates and low α-smooth muscle actin expression and were found in peri-/pre-tumoral areas. They were associated with highly cellular tumors and with macrophage infiltrates. Podoplanin-positive CAFs were associated with immune-related signatures and recruitment of dendritic cells. Importantly, we showed that the combination of periostin-positive CAFs and podoplanin-positive CAFs was associated with specific tumor microenvironment features in terms of stromal abundance and immune cell infiltrates. Podoplanin-positive CAFs identified an inflammatory CAF (iCAF)-like subset, whereas periostin-positive CAFs were not correlated with the published myofibroblastic CAF (myCAF)/iCAF classification. Taken together, these results suggest that a periostin-positive CAF is an early, activated CAF, associated with aggressive tumors, whereas a podoplanin-positive CAF is associated with an immune-related phenotype. These two subpopulations cooperate to define specific tumor microenvironment and patient prognosis and are of putative interest for future therapeutic stratification of patients. © 2022 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Cindy Neuzillet
- Department of Medical Oncology, Institut CurieUniversité Versailles Saint‐Quentin, Paris SaclaySaint‐CloudFrance,UMR144, Institut CurieParisFrance
| | - Rémy Nicolle
- INSERM U1149, Centre de Recherche sur l'InflammationParisFrance
| | - Jérôme Raffenne
- INSERM UMR‐1037, Cancer Research Center of Toulouse (CRCT), Team ‘labellisée Ligue Contre le Cancer’University of ToulouseToulouseFrance
| | | | - Alexia Brunel
- INSERM UMR‐1037, Cancer Research Center of Toulouse (CRCT), Team ‘labellisée Ligue Contre le Cancer’University of ToulouseToulouseFrance
| | | | - Sophie Vacher
- Department of GeneticsInstitut Curie, PSL Research UniversityParisFrance
| | - Floriane Arbateraz
- Centre d'Histologie Imagerie et Cytométrie (CHIC), U1138 Centre de Recherche des Cordeliers (CRC)ParisFrance
| | - Marjorie Fanjul
- INSERM UMR‐1037, Cancer Research Center of Toulouse (CRCT), Team ‘labellisée Ligue Contre le Cancer’University of ToulouseToulouseFrance
| | - Marc Hilmi
- Department of Medical Oncology, Institut CurieUniversité Versailles Saint‐Quentin, Paris SaclaySaint‐CloudFrance
| | - Rémi Samain
- INSERM UMR‐1037, Cancer Research Center of Toulouse (CRCT), Team ‘labellisée Ligue Contre le Cancer’University of ToulouseToulouseFrance
| | - Christophe Klein
- Centre d'Histologie Imagerie et Cytométrie (CHIC), U1138 Centre de Recherche des Cordeliers (CRC)ParisFrance
| | - Aurélie Perraud
- Department of Digestive SurgeryUniversity Hospital of LimogesLimogesFrance,INSERM UMLR‐1308University of LimogesLimogesFrance
| | - Vinciane Rebours
- INSERM U1149, Centre de Recherche sur l'InflammationParisFrance,Department of PancreatologyBeaujon Hospital (APHP)Clichy‐La‐GarenneFrance
| | - Muriel Mathonnet
- Department of Digestive SurgeryUniversity Hospital of LimogesLimogesFrance,INSERM UMLR‐1308University of LimogesLimogesFrance
| | - Ivan Bièche
- Department of GeneticsInstitut Curie, PSL Research UniversityParisFrance
| | - Hemant Kocher
- Centre for Tumour Biology, Barts Cancer Institute ‐ a CR‐UK Centre of ExcellenceQueen Mary University of LondonLondonUK
| | - Jérôme Cros
- INSERM U1149, Centre de Recherche sur l'InflammationParisFrance,Department of Pathology, Beaujon Hospital (APHP)Université de ParisParisFrance
| | - Corinne Bousquet
- INSERM UMR‐1037, Cancer Research Center of Toulouse (CRCT), Team ‘labellisée Ligue Contre le Cancer’University of ToulouseToulouseFrance
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12
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Hu A, Wang Y, Tian J, Chen Z, Chen R, Han X, Chen Y, Liu T, Chen Q. Pan-cancer analysis reveals DDX21 as a potential biomarker for the prognosis of multiple tumor types. Front Oncol 2022; 12:947054. [PMID: 36505822 PMCID: PMC9730287 DOI: 10.3389/fonc.2022.947054] [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: 05/18/2022] [Accepted: 10/31/2022] [Indexed: 11/25/2022] Open
Abstract
Background DExD-box helicase 21 (DDX21) is an essential member of the RNA helicase family. DDX21 is involved in the carcinogenesis of various malignancies, but there has been no comprehensive research on its involvement in different types of cancer. Method This study used TCGA, CPTAC, GTEx, GEO, FANTOM5, BioGRID, TIMER2, GEPIA2, cBioPortal, STRING, and Metascape databases and Survival ROC software to evaluate DDX21 gene expression, protein expression, immunohistochemistry, gene mutation, immune infiltration, and protein phosphorylation in 33 TCGA tumor types, as well as the prognostic relationship between DDX21 and different tumors, by survival analysis and similar gene enrichment analysis. Furthermore, Cell Counting Kit-8 (CCK-8) and Transwell studies were employed to assess the effect of DDX21 expression on lung adenocarcinoma (LUAD) cell proliferation and migration. Result The DDX21 gene was highly expressed in most cancers, and overexpression was associated with poor overall survival (OS) and disease-free survival (DFS). DDX21 mutations were most common in uterine corpus endometrial carcinoma (UCEC; >5%), and DDX21 expression was positively correlated with the degree of infiltration of CAF and CD8+ cells in several tumor types. Numerous genes were co-expressed with DDX21. Gene enrichment analysis revealed close links between DDX21, RNA metabolism, and ribosomal protein production. In vitro analysis of LUAD cells showed that DDX21 expression was positively correlated with cell proliferation and migration capacity, consistent with prior bioinformatics studies. Conclusions DDX21 is overexpressed in a variety of cancers, and overexpression in some cancers is associated with poor prognosis. Immune infiltration and DDX21-related gene enrichment analyses indicated that DDX21 may affect cancer development through mechanisms that regulate tumor immunity, RNA metabolism, and ribosomal protein synthesis. This pan-cancer study revealed the prognostic value and the oncogenic role of DDX21.
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Affiliation(s)
- Ankang Hu
- Laboratory Animal Center, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Yonghui Wang
- School of Life Science, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Jiahao Tian
- Clinical Medicine Science, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Zihan Chen
- Cancer Institute, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Renjin Chen
- School of Life Science, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Xufeng Han
- School of Life Science, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Yang Chen
- School of Life Science, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Tingjun Liu
- Laboratory Animal Center, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Quangang Chen
- School of Life Science, Xuzhou Medical University, Xuzhou, Jiangsu, China,*Correspondence: Quangang Chen,
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13
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The PDGF Family Is Associated with Activated Tumor Stroma and Poor Prognosis in Ovarian Cancer. DISEASE MARKERS 2022; 2022:5940049. [PMID: 36199822 PMCID: PMC9529473 DOI: 10.1155/2022/5940049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 08/01/2022] [Indexed: 12/04/2022]
Abstract
The initiation and progression of cancer depend on the genetic alterations inherent in cancer cells, coupled with the mutual interplay of cancer cells with the surrounding tumor stroma. The platelet-derived growth factor (PDGF) family, as a mesenchymal growth factor, was involved in tumor progression by affecting the surrounding tumor stroma in some cancer types. However, the association of the PDGF family with the ovarian cancer stroma remains elusive. In our study, we first explored the expression pattern of the PDGF family using RNA expression profiles from public databases. We found that the PDGF family was highly expressed in tumor stroma compared with the corresponding epithelial components of ovarian cancer. In particular, PDGF receptors were weakly expressed in ovarian cancer tissues compared with the respective normal tissues; even in tumor mass, PDGF receptors were predominantly expressed by tumor stroma rather than ovarian cancer cells. Importantly, functional enrichment analyses and correlation analyses revealed that the PDGF family was strongly associated with activated stromal scores in ovarian cancer, including higher stromal scores, enriched pathways related to the extracellular matrix (ECM) organization and remodeling, elevated cancer-associated fibroblasts (CAFs) infiltration, and increased tumor-associated macrophages (TAMs) infiltration, especially macrophage M2. Besides, the positive correlations of the PDGF family with CAFs infiltration and macrophage M2 infiltration were observed in other various cancer types. Of note, the PDGF family was also involved in tumor progression-related pathways, such as transforming growth factor β (TGF-β) signaling, epithelial-mesenchymal transition (EMT), angiogenesis, and phosphatidylinositol 3-kinase-Akt (PI3K-Akt) signaling. Higher expressions of PDGF receptors were also observed in ovarian cancer patients with venous or lymphatic invasion. Furthermore, we uncovered the prognostic prediction of the PDGF family in ovarian cancer and constructed a PDGF family-based risk prognosis model with a hazard ratio of 1.932 (95%confidence interval (CI) = 1.27–2.95) and P value < 0.01 (AUC = 0.782, 0.752 for 1 year and 2 years, respectively). Taken together, we demonstrated that ovarian cancers with high PDGF family expression biologically exhibit malignant progression behaviors as well as poor clinical survival, which is attributed to the activated tumor stroma in ovarian cancer.
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14
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Yang M, Wang F, Lu G, Cheng M, Zhao W, Zou C. Single-cell transcriptome analysis reveals T-cell exhaustion in denosumab-treated giant cell tumor of bone. Front Immunol 2022; 13:934078. [PMID: 36172351 PMCID: PMC9510370 DOI: 10.3389/fimmu.2022.934078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 08/19/2022] [Indexed: 12/05/2022] Open
Abstract
Denosumab (DMAB), a human monoclonal antibody against the receptor activator of the nuclear factor-kappa B ligand, is used for the treatment for unresectable giant cell tumor of bone (GCTB). However, little is known about the molecular and functional characteristics of GCTB-infiltrating lymphocytes after DMAB treatment. Here, we performed single-cell RNA sequencing and immunostaining assays to delineate the immune landscape of GCTB in the presence and absence of DMAB. We found that exhausted CD8+ T cells were preferentially enriched in DMAB-treated GCTB. A distinct M2-skewed type of tumor-associated macrophages (TAMs) comprises the majority of GCTB TAMs. We identified cytokines, including interleukin-10, and inhibitory receptors of M2 TAMs as important mediators of CD8+ T cell exhaustion. We further revealed that DMAB treatment notably increased the expression levels of periostin (POSTN) in GCTB cells. Furthermore, POSTN expression was transcriptionally regulated by c-FOS signaling and correlated with GCTB recurrence in patients after DMAB treatment. Collectively, our findings reveal that CD8+ T-cells undergo unappreciated exhaustion during DMAB therapy and that GCTB cell-derived POSTN educates TAMs and establishes a microenvironmental niche that facilitates GCTB recurrence.
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Affiliation(s)
- Meiling Yang
- Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Fen Wang
- Pathologica Department, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Guohao Lu
- Key Laboratory of Stem Cells and Tissue Engineering (Sun Yat-Sen University), Ministry of Education, Guangzhou, China
| | - Mingzhe Cheng
- Musculoskeletal Oncology Department, the First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Wei Zhao
- Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
- Key Laboratory of Stem Cells and Tissue Engineering (Sun Yat-Sen University), Ministry of Education, Guangzhou, China
- *Correspondence: Wei Zhao, ; Changye Zou,
| | - Changye Zou
- Musculoskeletal Oncology Department, the First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
- *Correspondence: Wei Zhao, ; Changye Zou,
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15
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Martin L, Ibrahim M, Gomez K, Yu J, Cai S, Chew LA, Bellampalli SS, Moutal A, Largent-Milnes T, Porreca F, Khanna R, Olivera BM, Patwardhan A. Conotoxin contulakin-G engages a neurotensin receptor 2/R-type calcium channel (Cav2.3) pathway to mediate spinal antinociception. Pain 2022; 163:1751-1762. [PMID: 35050960 PMCID: PMC9198109 DOI: 10.1097/j.pain.0000000000002561] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Accepted: 12/07/2021] [Indexed: 11/25/2022]
Abstract
ABSTRACT Intrathecal application of contulakin-G (CGX), a conotoxin peptide and a neurotensin analogue, has been demonstrated to be safe and potentially analgesic in humans. However, the mechanism of action for CGX analgesia is unknown. We hypothesized that spinal application of CGX produces antinociception through activation of the presynaptic neurotensin receptor (NTSR)2. In this study, we assessed the mechanisms of CGX antinociception in rodent models of inflammatory and neuropathic pain. Intrathecal administration of CGX, dose dependently, inhibited thermal and mechanical hypersensitivities in rodents of both sexes. Pharmacological and clustered regularly interspaced short palindromic repeats/Cas9 editing of NTSR2 reversed CGX-induced antinociception without affecting morphine analgesia. Electrophysiological and gene editing approaches demonstrated that CGX inhibition was dependent on the R-type voltage-gated calcium channel (Cav2.3) in sensory neurons. Anatomical studies demonstrated coexpression of NTSR2 and Cav2.3 in dorsal root ganglion neurons. Finally, synaptic fractionation and slice electrophysiology recordings confirmed a predominantly presynaptic effect. Together, these data reveal a nonopioid pathway engaged by a human-tested drug to produce antinociception.
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Affiliation(s)
- Laurent Martin
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
- Department of Anesthesiology, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
| | - Mohab Ibrahim
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
- Neuroscience Graduate Interdisciplinary Program, College of Medicine, University of Arizona, Tucson, AZ 85742, USA
| | - Kimberly Gomez
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
| | - Jie Yu
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
| | - Song Cai
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
| | - Lindsey A. Chew
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
| | - Shreya Sai Bellampalli
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
| | - Aubin Moutal
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
| | - Tally Largent-Milnes
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
- Neuroscience Graduate Interdisciplinary Program, College of Medicine, University of Arizona, Tucson, AZ 85742, USA
| | - Frank Porreca
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
| | - Rajesh Khanna
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
- Department of Anesthesiology, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
- Neuroscience Graduate Interdisciplinary Program, College of Medicine, University of Arizona, Tucson, AZ 85742, USA
- The Center for Innovation in Brain Sciences, The University of Arizona Health Sciences, Tucson, Arizona 85724, USA
| | | | - Amol Patwardhan
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
- Department of Anesthesiology, College of Medicine, University of Arizona, Tucson, AZ 85724, USA
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16
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Orsulic S, John J, Walts AE, Gertych A. Computational pathology in ovarian cancer. Front Oncol 2022; 12:924945. [PMID: 35965569 PMCID: PMC9372445 DOI: 10.3389/fonc.2022.924945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 06/27/2022] [Indexed: 11/30/2022] Open
Abstract
Histopathologic evaluations of tissue sections are key to diagnosing and managing ovarian cancer. Pathologists empirically assess and integrate visual information, such as cellular density, nuclear atypia, mitotic figures, architectural growth patterns, and higher-order patterns, to determine the tumor type and grade, which guides oncologists in selecting appropriate treatment options. Latent data embedded in pathology slides can be extracted using computational imaging. Computers can analyze digital slide images to simultaneously quantify thousands of features, some of which are visible with a manual microscope, such as nuclear size and shape, while others, such as entropy, eccentricity, and fractal dimensions, are quantitatively beyond the grasp of the human mind. Applications of artificial intelligence and machine learning tools to interpret digital image data provide new opportunities to explore and quantify the spatial organization of tissues, cells, and subcellular structures. In comparison to genomic, epigenomic, transcriptomic, and proteomic patterns, morphologic and spatial patterns are expected to be more informative as quantitative biomarkers of complex and dynamic tumor biology. As computational pathology is not limited to visual data, nuanced subvisual alterations that occur in the seemingly “normal” pre-cancer microenvironment could facilitate research in early cancer detection and prevention. Currently, efforts to maximize the utility of computational pathology are focused on integrating image data with other -omics platforms that lack spatial information, thereby providing a new way to relate the molecular, spatial, and microenvironmental characteristics of cancer. Despite a dire need for improvements in ovarian cancer prevention, early detection, and treatment, the ovarian cancer field has lagged behind other cancers in the application of computational pathology. The intent of this review is to encourage ovarian cancer research teams to apply existing and/or develop additional tools in computational pathology for ovarian cancer and actively contribute to advancing this important field.
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Affiliation(s)
- Sandra Orsulic
- Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, United States
- Department of Obstetrics and Gynecology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, United States
- Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, CA, United States
- *Correspondence: Sandra Orsulic,
| | - Joshi John
- Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, United States
- Department of Psychiatry, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, United States
| | - Ann E. Walts
- Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Arkadiusz Gertych
- Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, United States
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, United States
- Faculty of Biomedical Engineering, Silesian University of Technology, Zabrze, Poland
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17
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Fibroblast growth factor signalling influences homologous recombination-mediated DNA damage repair to promote drug resistance in ovarian cancer. Br J Cancer 2022; 127:1340-1351. [PMID: 35778553 PMCID: PMC9519926 DOI: 10.1038/s41416-022-01899-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 06/09/2022] [Accepted: 06/14/2022] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Ovarian cancer patients frequently develop chemotherapy resistance, limiting treatment options. We have previously shown that individuality in fibroblast growth factor 1 (FGF1) expression influences survival and chemotherapy response. METHODS We used MTT assays to assess chemosensitivity to cisplatin and carboplatin following shRNA-mediated knockdown or heterologous over-expression of FGF1 (quantified by qRT-PCR and immunoblot analysis), and in combination with the FGFR inhibitors AZD4547 and SU5402, the ATM inhibitor KU55933 and DNA-PK inhibitor NU7026. Immunofluorescence microscopy was used to quantify the FGF1-dependent timecourse of replication protein A (RPA) and γH2AX foci formation. RESULTS Pharmacological inhibition of FGF signalling reversed drug resistance in immortalised cell lines and in primary cell lines from drug-resistant ovarian cancer patients, while FGF1 over-expression induced resistance. Ataxia telangiectasia mutated (ATM) phosphorylation, but not DNA adduct formation was FGF1 dependent, following cisplatin or carboplatin challenge. Combining platinum drugs with the ATM inhibitor KU55933, but not with the DNA-PK inhibitor NU7026 re-sensitised resistant cells. FGF1 expression influenced the timecourse of damage-induced RPA and γH2AX nuclear foci formation. CONCLUSION Drug resistance arises from FGF1-mediated differential activation of high-fidelity homologous recombination DNA damage repair. FGFR and ATM inhibitors reverse platinum drug resistance, highlighting novel combination chemotherapy approaches for future clinical trial evaluation.
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Herkiloglu D, Gokce S, Kaygusuz E, Cevik O. Expression of periostin according to endometrial cancer grade. Oncol Lett 2022; 24:213. [PMID: 35707760 PMCID: PMC9178670 DOI: 10.3892/ol.2022.13335] [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: 01/18/2022] [Accepted: 04/21/2022] [Indexed: 12/24/2022] Open
Abstract
While various molecular profiling methods have been described for the early diagnosis and prognostic process of endometrial cancer, the most common gynaecological cancer, the data obtained remain insufficient. The present study aimed to investigate the protein and gene expression of periostin and its role as a new biomarker in the diagnosis, treatment and prognosis of endometrial cancer. A total of 15 patients diagnosed with endometrial cancer at the Department of Pathology, Zeynep Kamil Training and Research Hospital (Istanbul, Turkey) and 15 patients who were operated on for non-tumour-related reasons, between December 2019 and May 2020, were included in the study. The cases diagnosed with endometrial cancer were divided into three groups: International Federation of Gynaecology and Obstetrics grades I, II and III. Pathology tumour blocks were selected for enzyme-linked immunosorbent assay and PCR studies in which periostin gene expression and protein levels were measured, respectively. A significant increase in periostin gene expression was observed in the endometrial cancer samples compared with that in the controls (3.40±0.66 vs. 2.23±0.47). The protein level of periostin in the tissues was found to be higher in the endometrial cancer samples than that in the control group (1.59±0.31 vs. 0.94±0.22). The levels of periostin protein and gene expression detected in the endometrial cancer samples increased as the grade increased. To the best of our knowledge, the current study is the first to determine the levels of periostin protein and gene expression in endometrial cancer. The results suggested that periostin may be used as a biomarker in the determination of higher histological grade in endometrial cancer.
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Affiliation(s)
- Dilsad Herkiloglu
- Department of Obstetrics and Gynaecology, Gaziosmanpasa Hospital, Yeni Yuzyil University, Istanbul 34245, Turkey
| | - Sefik Gokce
- Department of Obstetrics and Gynaecology, Gaziosmanpasa Hospital, Yeni Yuzyil University, Istanbul 34245, Turkey
| | - Ecmel Kaygusuz
- Department of Pathology, Zeynep Kamil Training and Research Hospital, Istanbul 2022, Turkey
| | - Ozge Cevik
- Department of Biochemistry, School of Medicine, Aydin Adnan Menderes University, Aydin 09010, Turkey
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19
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Gopinath P, Natarajan A, Sathyanarayanan A, Veluswami S, Gopisetty G. The multifaceted role of Matricellular Proteins in health and cancer, as biomarkers and therapeutic targets. Gene 2022; 815:146137. [PMID: 35007686 DOI: 10.1016/j.gene.2021.146137] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 12/07/2021] [Accepted: 12/20/2021] [Indexed: 02/07/2023]
Abstract
The extracellular matrix (ECM) is composed of a mesh of proteins, proteoglycans, growth factors, and other secretory components. It constitutes the tumor microenvironment along with the endothelial cells, cancer-associated fibroblasts, adipocytes, and immune cells. The proteins of ECM can be functionally classified as adhesive proteins and matricellular proteins (MCP). In the tumor milieu, the ECM plays a major role in tumorigenesis and therapeutic resistance. The current review encompasses thrombospondins, osteonectin, osteopontin, tenascin C, periostin, the CCN family, laminin, biglycan, decorin, mimecan, and galectins. The matrix metalloproteinases (MMPs) are also discussed as they are an integral part of the ECM with versatile functions in the tumor stroma. In this review, the role of these proteins in tumor initiation, growth, invasion and metastasis have been highlighted, with emphasis on their contribution to tumor therapeutic resistance. Further, their potential as biomarkers and therapeutic targets based on existing evidence are discussed. Owing to the recent advancements in protein targeting, the possibility of agents to modulate MCPs in cancer as therapeutic options are discussed.
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Affiliation(s)
- Prarthana Gopinath
- Department of Molecular Oncology, Cancer Institute WIA, Chennai, Tamil Nadu, India
| | - Aparna Natarajan
- Department of Molecular Oncology, Cancer Institute WIA, Chennai, Tamil Nadu, India
| | | | - Sridevi Veluswami
- Deaprtment of Surgical Oncology, Cancer Institute (WIA), Chennai, Tamil Nadu, India
| | - Gopal Gopisetty
- Department of Molecular Oncology, Cancer Institute WIA, Chennai, Tamil Nadu, India.
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20
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Kamble PR, Breed AA, Pawar A, Kasle G, Pathak BR. Prognostic utility of the ovarian cancer secretome: a systematic investigation. Arch Gynecol Obstet 2022; 306:639-662. [PMID: 35083554 DOI: 10.1007/s00404-021-06361-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Accepted: 12/06/2021] [Indexed: 01/02/2023]
Abstract
BACKGROUND Ovarian cancer is usually detected at an advanced stage with frequent recurrence. The recurrence-free survival and overall survival is influenced by the age at diagnosis, tumor stage and histological subtype. Nonetheless, quantifiable prognostic biomarkers are needed for early identification of the high-risk patients and for personalized medicine. Several studies link tumor-specific dysregulated expression of certain proteins with ovarian cancer prognosis. However, careful investigation of presence of these prognostically relevant proteins in ovarian cancer secretome is lacking. OBJECTIVE To critically analyze the recent published data on prognostically relevant proteins for ovarian cancer and to carefully search how many of them are reported in the published ovarian cancer secretome datasets. DESIGN A search for relevant studies in the past 2 years was conducted in PubMed and a comprehensive list of proteins associated with the ovarian cancer prognosis was prepared. These were cross-referred to the published ovarian cancer secretome profiles. The proteins identified in the secretome were further shortlisted based on a scoring strategy employing stringent criteria. RESULTS A panel of seven promising secretory biomarkers associated with ovarian cancer prognosis is proposed. CONCLUSION Scanning the ovarian cancer secretome datasets provides the opportunity to identify if tumor-specific biomarkers could be tested as secretory biomarkers. Detecting their levels in the body fluid would be more advantageous than evaluating the expression in the tissue, since it could be monitored multiple times over the course of the disease to have a better judgment of the prognosis and response to therapy.
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Affiliation(s)
- Pradnya R Kamble
- Cellular and Structural Biology Division, National Institute for Research in Reproductive Health (ICMR), Jehangir Merwanji Street, Parel, Mumbai, 400012, India
| | - Ananya A Breed
- Cellular and Structural Biology Division, National Institute for Research in Reproductive Health (ICMR), Jehangir Merwanji Street, Parel, Mumbai, 400012, India
| | - Apoorva Pawar
- Cellular and Structural Biology Division, National Institute for Research in Reproductive Health (ICMR), Jehangir Merwanji Street, Parel, Mumbai, 400012, India
| | - Grishma Kasle
- Cellular and Structural Biology Division, National Institute for Research in Reproductive Health (ICMR), Jehangir Merwanji Street, Parel, Mumbai, 400012, India
- Division of Biological Sciences, IISER, Kolkata, India
| | - Bhakti R Pathak
- Cellular and Structural Biology Division, National Institute for Research in Reproductive Health (ICMR), Jehangir Merwanji Street, Parel, Mumbai, 400012, India.
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21
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Antoñana-Vildosola A, Zanetti SR, Palazon A. Enabling CAR-T cells for solid tumors: Rage against the suppressive tumor microenvironment. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2022; 370:123-147. [PMID: 35798503 DOI: 10.1016/bs.ircmb.2022.03.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Adoptive T cell therapies based on chimeric antigen receptors (CAR-T) are emerging as genuine therapeutic options for the treatment of hematological malignancies. The observed clinical success has not yet been extended into solid tumor indications as a result of multiple factors including immunosuppressive features of the tumor microenvironment (TME). In this context, an emerging strategy is to design CAR-T cells for the elimination of defined cellular components of the TME, with the objective of re-shaping the tumor immune contexture to control tumor growth. Relevant cell components that are currently under investigation as targets of CAR-T therapies include the tumor vasculature, cancer-associated fibroblasts (CAFs), and immunosuppressive tumor associated macrophages (TAMs) and myeloid derived suppressor cells (MDSCs). In this review, we recapitulate the rapidly expanding field of CAR-T cell therapies that directly target cellular components within the TME with the ultimate objective of promoting immune function, either alone or in combination with other cancer therapies.
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Affiliation(s)
- Asier Antoñana-Vildosola
- Cancer Immunology and Immunotherapy Lab, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Bizkaia, Spain
| | - Samanta Romina Zanetti
- Cancer Immunology and Immunotherapy Lab, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Bizkaia, Spain
| | - Asis Palazon
- Cancer Immunology and Immunotherapy Lab, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Bizkaia, Spain; Ikerbasque, Basque Foundation for Science, Bizkaia, Spain.
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22
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Chen J, Mai H, Chen H, Zhou B, Hou J, Jiang DK. Pan-Cancer Analysis Identified C1ORF112 as a Potential Biomarker for Multiple Tumor Types. Front Mol Biosci 2021; 8:693651. [PMID: 34490347 PMCID: PMC8416665 DOI: 10.3389/fmolb.2021.693651] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Accepted: 07/26/2021] [Indexed: 02/03/2023] Open
Abstract
C1ORF112 is an evolutionarily conserved gene across vertebrates. Over the last decade, studies have suggested that C1ORF112 may play a role in tumorigenesis. Using The Cancer Genome Atlas datasets, we explored the role of C1ORF112 across various tumor types in this study. In most tumor types, C1ORF112 expression was increased in tumor tissues compared to corresponding non-tumor tissues. In patients with certain tumor types, higher C1ORF112 expression was correlated with shorter overall survival, disease-free survival, and progression-free survival. Further analyses of C1ORF112 genetic alteration data showed that C1ORF112 amplification and mutations may have an impact on liver hepatocellular carcinoma and uterine corpus endometrial carcinoma prognosis. In cancers including lower grade glioma and adrenocortical carcinoma, C1ORF112 expression was linked to cancer-associated fibroblast infiltration. Gene Ontology analysis showed that C1ORF112 was co-expressed with genes involved in biological processes such as cell cycle and mitotic regulation. The protein interaction network demonstrated that C1ORF112 physically interacted with RAD51, DMC1, and FIGNL1, which have well characterized functions in DNA repair and cell cycle regulation. This pan-cancer study revealed the prognostic value and oncogenic role of C1ORF112 across multiple tumor types.
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Affiliation(s)
- Jiaxuan Chen
- State Key Laboratory of Organ Failure Research, Guangdong Key Laboratory of Viral Hepatitis Research, Guangdong Institute of Liver Diseases, Department of Infectious Diseases and Hepatology Unit, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Haoming Mai
- State Key Laboratory of Organ Failure Research, Guangdong Key Laboratory of Viral Hepatitis Research, Guangdong Institute of Liver Diseases, Department of Infectious Diseases and Hepatology Unit, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Haitao Chen
- State Key Laboratory of Organ Failure Research, Guangdong Key Laboratory of Viral Hepatitis Research, Guangdong Institute of Liver Diseases, Department of Infectious Diseases and Hepatology Unit, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Bin Zhou
- State Key Laboratory of Organ Failure Research, Guangdong Key Laboratory of Viral Hepatitis Research, Guangdong Institute of Liver Diseases, Department of Infectious Diseases and Hepatology Unit, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Jinlin Hou
- State Key Laboratory of Organ Failure Research, Guangdong Key Laboratory of Viral Hepatitis Research, Guangdong Institute of Liver Diseases, Department of Infectious Diseases and Hepatology Unit, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - De-Ke Jiang
- State Key Laboratory of Organ Failure Research, Guangdong Key Laboratory of Viral Hepatitis Research, Guangdong Institute of Liver Diseases, Department of Infectious Diseases and Hepatology Unit, Nanfang Hospital, Southern Medical University, Guangzhou, China
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23
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Hornburg M, Desbois M, Lu S, Guan Y, Lo AA, Kaufman S, Elrod A, Lotstein A, DesRochers TM, Munoz-Rodriguez JL, Wang X, Giltnane J, Mayba O, Turley SJ, Bourgon R, Daemen A, Wang Y. Single-cell dissection of cellular components and interactions shaping the tumor immune phenotypes in ovarian cancer. Cancer Cell 2021; 39:928-944.e6. [PMID: 33961783 DOI: 10.1016/j.ccell.2021.04.004] [Citation(s) in RCA: 145] [Impact Index Per Article: 48.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 11/12/2020] [Accepted: 04/06/2021] [Indexed: 01/06/2023]
Abstract
Distinct T cell infiltration patterns, i.e., immune infiltrated, excluded, and desert, result in different responses to cancer immunotherapies. However, the key determinants and biology underpinning these tumor immune phenotypes remain elusive. Here, we provide a high-resolution dissection of the entire tumor ecosystem through single-cell RNA-sequencing analysis of 15 ovarian tumors. Immune-desert tumors are characterized by unique tumor cell-intrinsic features, including metabolic pathways and low antigen presentation, and an enrichment of monocytes and immature macrophages. Immune-infiltrated and -excluded tumors differ markedly in their T cell composition and fibroblast subsets. Furthermore, our study reveals chemokine receptor-ligand interactions within and across compartments as potential mechanisms mediating immune cell infiltration, exemplified by the tumor cell-T cell cross talk via CXCL16-CXCR6 and stromal-immune cell cross talk via CXCL12/14-CXCR4. Our data highlight potential molecular mechanisms that shape the tumor immune phenotypes and may inform therapeutic strategies to improve clinical benefit from cancer immunotherapies.
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Affiliation(s)
- Milena Hornburg
- Department of Bioinformatics & Computational Biology, Genentech, Inc., South San Francisco, CA 94080, USA
| | - Mélanie Desbois
- Department of Oncology Biomarker Development, Genentech, Inc., South San Francisco, CA 94080, USA
| | - Shan Lu
- Department of Oncology Biomarker Development, Genentech, Inc., South San Francisco, CA 94080, USA
| | - Yinghui Guan
- Department of Oncology Biomarker Development, Genentech, Inc., South San Francisco, CA 94080, USA
| | - Amy A Lo
- Department of Research Pathology, Genentech, Inc., South San Francisco, CA 94080, USA
| | - Susan Kaufman
- Department of Biochemical Cellular Pharmacology, Genentech, Inc., South San Francisco, CA 94080, USA
| | | | | | | | | | - Xingwei Wang
- Department of Digital Pathology, Roche Tissue Diagnostics, Santa Clara, CA 95050, USA
| | - Jennifer Giltnane
- Department of Research Pathology, Genentech, Inc., South San Francisco, CA 94080, USA
| | - Oleg Mayba
- Department of Bioinformatics & Computational Biology, Genentech, Inc., South San Francisco, CA 94080, USA
| | - Shannon J Turley
- Department of Cancer Immunology, Genentech, Inc., South San Francisco, CA 94080, USA
| | - Richard Bourgon
- Department of Bioinformatics & Computational Biology, Genentech, Inc., South San Francisco, CA 94080, USA
| | - Anneleen Daemen
- Department of Bioinformatics & Computational Biology, Genentech, Inc., South San Francisco, CA 94080, USA
| | - Yulei Wang
- Department of Oncology Biomarker Development, Genentech, Inc., South San Francisco, CA 94080, USA.
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24
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Jiang Y, Liang X, Han Z, Wang W, Xi S, Li T, Chen C, Yuan Q, Li N, Yu J, Xie Y, Xu Y, Zhou Z, Poultsides GA, Li G, Li R. Radiographical assessment of tumour stroma and treatment outcomes using deep learning: a retrospective, multicohort study. LANCET DIGITAL HEALTH 2021; 3:e371-e382. [PMID: 34045003 DOI: 10.1016/s2589-7500(21)00065-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 03/16/2021] [Accepted: 04/07/2021] [Indexed: 12/16/2022]
Abstract
BACKGROUND The tumour stroma microenvironment plays an important part in disease progression and its composition can influence treatment response and outcomes. Histological evaluation of tumour stroma is limited by access to tissue, spatial heterogeneity, and temporal evolution. We aimed to develop a radiological signature for non-invasive assessment of tumour stroma and treatment outcomes. METHODS In this multicentre, retrospective study, we analysed CT images and outcome data of 2209 patients with resected gastric cancer from five independent cohorts recruited from two centres (Nanfang Hospital of Southern Medical University [Guangzhou, China] and Sun Yat-sen University Cancer Center [Guangzhou, China]). Patients with histologically confirmed gastric cancer, at least 15 lymph nodes harvested, preoperative abdominal CT available, and complete clinicopathological and follow-up data were eligible for inclusion. Tumour tissue was collected for patients in the training cohort (321 patients), internal validation cohort one (246 patients), and external validation cohort one (128 patients). Four stroma classes were defined according to the protein expression of α-smooth muscle actin and periostin assessed by immunohistochemistry. The primary objective was to predict the histologically based stroma classes by using preoperative CT images. We trained a deep convolutional neural network model using the training cohort and tested the model in the internal and external validation cohort one. We evaluated the model's association with prognosis in the training cohort, two internal, and two external validation cohorts and compared outcomes of patients who received or did not receive adjuvant chemotherapy. FINDINGS The deep-learning model achieved a high diagnostic accuracy for assessing tumour stroma in both internal validation cohort one (area under the receiver operating characteristic curve [AUC] 0·96-0·98]) and external validation cohort one (AUC 0·89-0·94). The stromal imaging signature was significantly associated with disease-free survival and overall survival in all cohorts (p<0·0001). The predicted stroma classes remained an independent prognostic factor adjusting for clinicopathological variables including tumour size, stage, differentiation, and Lauren histology. In patients with stage II or III disease in predicted stroma classes one and two subgroups, patients who received adjuvant chemotherapy had improved survival compared with those who did not (in those with stage II disease hazard ratio [HR] 0·48 [95% CI 0·29-0·77], p=0·0021; and in those with stage III disease HR 0·70 [0·57-0·85], p=0·00042). However, in the other two subgroups adjuvant chemotherapy was not associated with survival and might even be detrimental in the predicted stroma class 4 subgroup (HR 1·48 [1·08-2·03], p=0·013). INTERPRETATION The deep-learning model could allow for accurate and non-invasive evaluation of tumour stroma from CT images in gastric cancer. The radiographical model predicted chemotherapy outcomes and could be used in combination with clinicopathological criteria to refine prognosis and inform treatment decisions of patients with gastric cancer. FUNDING None.
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Affiliation(s)
- Yuming Jiang
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA
| | - Xiaokun Liang
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA; Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China; Shenzhen Colleges of Advanced Technology, University of Chinese Academy of Sciences, Shenzhen, China
| | - Zhen Han
- Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China; Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Guangzhou, China
| | - Wei Wang
- Department of Gastric Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Sujuan Xi
- The Reproductive Medical Center, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China
| | - Tuanjie Li
- Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China; Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Guangzhou, China
| | - Chuanli Chen
- Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Qingyu Yuan
- Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Na Li
- Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China; Shenzhen Colleges of Advanced Technology, University of Chinese Academy of Sciences, Shenzhen, China
| | - Jiang Yu
- Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China; Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Guangzhou, China
| | - Yaoqin Xie
- Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China; Shenzhen Colleges of Advanced Technology, University of Chinese Academy of Sciences, Shenzhen, China
| | - Yikai Xu
- Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Zhiwei Zhou
- Department of Gastric Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - George A Poultsides
- Department of Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Guoxin Li
- Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China; Department of Gastric Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Ruijiang Li
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA.
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25
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Desbois M, Wang Y. Cancer-associated fibroblasts: Key players in shaping the tumor immune microenvironment. Immunol Rev 2021; 302:241-258. [PMID: 34075584 DOI: 10.1111/imr.12982] [Citation(s) in RCA: 75] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 04/14/2021] [Accepted: 04/30/2021] [Indexed: 12/18/2022]
Abstract
Cancer immunotherapies have rapidly changed the therapeutic landscape for cancer. Nevertheless, most of the patients show innate or acquired resistance to these therapies. Studies conducted in recent years have highlighted an emerging role of cancer-associated fibroblasts (CAFs) in immune regulation that shapes the tumor immune microenvironment (TIME) and influences response to cancer immunotherapies. In this review, we outline recent advances in the understanding of phenotypic and functional heterogeneity of CAFs. We will focus on emerging roles of CAFs in shaping the TIME, especially under a framework of tumor immunity continuum, and discuss current and future CAF-targeting therapeutic strategies in particular in the context of optimizing the success of immunotherapies.
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Affiliation(s)
- Mélanie Desbois
- Department of Oncology Biomarker Development, Genentech, Inc., South San Francisco, CA, USA
| | - Yulei Wang
- Department of Oncology Biomarker Development, Genentech, Inc., South San Francisco, CA, USA
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26
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Extracellular matrix-related genes play an important role in the progression of NMIBC to MIBC: a bioinformatics analysis study. Biosci Rep 2021; 40:224101. [PMID: 32391563 PMCID: PMC7251326 DOI: 10.1042/bsr20194192] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 04/22/2020] [Accepted: 05/07/2020] [Indexed: 02/06/2023] Open
Abstract
Bladder cancer is the 11th most common cancer in the world. Bladder cancer can be roughly divided into muscle invasive bladder cancer (MIBC) and non-muscle invasive bladder cancer (NMIBC). The aim of the present study was to identify the key genes and pathways associated with the progression of NMIBC to MIBC and to further analyze its molecular mechanism and prognostic significance. We analyzed microarray data of NMIBC and MIBC gene expression datasets (GSE31684) listed in the Gene Expression Omnibus (GEO) database. After the dataset was analyzed using R software, differentially expressed genes (DEGs) of NMIBC and MIBC were identified. These DEGs were analyzed using Gene Ontology (GO) enrichment, KOBAS-Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis, and protein-protein interaction (PPI) analysis. The effect of these hub genes on the survival of bladder cancer patients was analyzed in The Cancer Genome Atlas (TCGA) database. A total of 389 DEGs were obtained, of which 270 were up-regulated and 119 down-regulated. GO and KEGG pathway enrichment analysis revealed that DEGs were mainly involved in the pathway of protein digestion and absorption, extracellular matrix (ECM) receiver interaction, phantom, toll-like receptor (TLR) signaling pathway, focal adhesion, NF-κB signaling pathway, PI3K/Akt signaling pathway, and other signaling pathways. Top five hub genes COL1A2, COL3A1, COL5A1, POSTN, and COL12A1 may be involved in the development of MIBC. These results may provide us with a further understanding of the occurrence and development of MIBC, as well as new targets for the diagnosis and treatment of MIBC in the future.
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27
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Hussain A, Voisin V, Poon S, Karamboulas C, Bui NHB, Meens J, Dmytryshyn J, Ho VW, Tang KH, Paterson J, Clarke BA, Bernardini MQ, Bader GD, Neel BG, Ailles LE. Distinct fibroblast functional states drive clinical outcomes in ovarian cancer and are regulated by TCF21. J Exp Med 2021; 217:151793. [PMID: 32434219 PMCID: PMC7398174 DOI: 10.1084/jem.20191094] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Revised: 03/06/2020] [Accepted: 04/20/2020] [Indexed: 12/21/2022] Open
Abstract
Recent studies indicate that cancer-associated fibroblasts (CAFs) are phenotypically and functionally heterogeneous. However, little is known about CAF subtypes, the roles they play in cancer progression, and molecular mediators of the CAF “state.” Here, we identify a novel cell surface pan-CAF marker, CD49e, and demonstrate that two distinct CAF states, distinguished by expression of fibroblast activation protein (FAP), coexist within the CD49e+ CAF compartment in high-grade serous ovarian cancers. We show for the first time that CAF state influences patient outcomes and that this is mediated by the ability of FAP-high, but not FAP-low, CAFs to aggressively promote proliferation, invasion and therapy resistance of cancer cells. Overexpression of the FAP-low–specific transcription factor TCF21 in FAP-high CAFs decreases their ability to promote invasion, chemoresistance, and in vivo tumor growth, indicating that it acts as a master regulator of the CAF state. Understanding CAF states in more detail could lead to better patient stratification and novel therapeutic strategies.
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Affiliation(s)
- Ali Hussain
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Veronique Voisin
- The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada
| | - Stephanie Poon
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Christina Karamboulas
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Ngoc Hoang Bao Bui
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Jalna Meens
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Julia Dmytryshyn
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Victor W Ho
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Kwan Ho Tang
- Laura and Isaac Perlmutter Cancer Center, New York Langone Health, New York, NY
| | - Joshua Paterson
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Blaise A Clarke
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada.,Department of Pathology, University Health Network, Toronto, Ontario, Canada
| | - Marcus Q Bernardini
- Division of Gynaecologic Oncology, University Health Network, Toronto, Ontario, Canada
| | - Gary D Bader
- The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.,Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | - Benjamin G Neel
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.,Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Laura and Isaac Perlmutter Cancer Center, New York Langone Health, New York, NY
| | - Laurie E Ailles
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.,Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
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28
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Cummings M, Freer C, Orsi NM. Targeting the tumour microenvironment in platinum-resistant ovarian cancer. Semin Cancer Biol 2021; 77:3-28. [PMID: 33607246 DOI: 10.1016/j.semcancer.2021.02.007] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 01/09/2021] [Accepted: 02/10/2021] [Indexed: 02/07/2023]
Abstract
Ovarian cancer typically presents at an advanced stage, and although the majority of cases initially respond well to platinum-based therapies, chemoresistance almost always occurs leading to a poor long-term prognosis. While various cellular autonomous mechanisms contribute to intrinsic or acquired platinum resistance, the tumour microenvironment (TME) plays a central role in resistance to therapy and disease progression by providing cancer stem cell niches, promoting tumour cell metabolic reprogramming, reducing chemotherapy drug perfusion and promoting an immunosuppressive environment. As such, the TME is an attractive therapeutic target which has been the focus of intense research in recent years. This review provides an overview of the unique ovarian cancer TME and its role in disease progression and therapy resistance, highlighting some of the latest preclinical and clinical data on TME-targeted therapies. In particular, it focuses on strategies targeting cancer-associated fibroblasts, tumour-associated macrophages, cancer stem cells and cancer cell metabolic vulnerabilities.
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Affiliation(s)
- M Cummings
- Leeds Institute of Medical Research at St James's, St James's University Hospital, Beckett Street, Leeds, LS9 7TF, United Kingdom
| | - C Freer
- Leeds Institute of Medical Research at St James's, St James's University Hospital, Beckett Street, Leeds, LS9 7TF, United Kingdom
| | - N M Orsi
- Leeds Institute of Medical Research at St James's, St James's University Hospital, Beckett Street, Leeds, LS9 7TF, United Kingdom; St James's Institute of Oncology, Bexley Wing, Beckett Street, Leeds, LS9 7TF, United Kingdom.
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Portier L, Desterke C, Chaker D, Oudrhiri N, Asgarova A, Dkhissi F, Turhan AG, Bennaceur-Griscelli A, Griscelli F. iPSC-Derived Hereditary Breast Cancer Model Reveals the BRCA1-Deleted Tumor Niche as a New Culprit in Disease Progression. Int J Mol Sci 2021; 22:ijms22031227. [PMID: 33513753 PMCID: PMC7866119 DOI: 10.3390/ijms22031227] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 01/22/2021] [Accepted: 01/23/2021] [Indexed: 01/05/2023] Open
Abstract
Tumor progression begins when cancer cells recruit tumor-associated stromal cells to produce a vascular niche, ultimately resulting in uncontrolled growth, invasion, and metastasis. It is poorly understood, though, how this process might be affected by deletions or mutations in the breast cancer type 1 susceptibility (BRCA1) gene in patients with a lifetime risk of developing breast and/or ovarian cancer. To model the BRCA1-deleted stroma, we first generated induced pluripotent stem cells (iPSCs) from patients carrying a germline deletion of exon 17 of the BRCA1 gene (BRCA1+/− who, based on their family histories, were at a high risk for cancer. Using peripheral blood mononuclear cells (PBMCs) of these two affected family members and two normal (BRCA1+/+) individuals, we established a number of iPSC clones via non-integrating Sendai virus-based delivery of the four OCT4, SOX2, KLF4, and c-MYC factors. Induced mesenchymal stem cells (iMSCs) were generated and used as normal and pathological stromal cells. In transcriptome analyses, BRCA1+/− iMSCs exhibited a unique pro-angiogenic signature: compared to non-mutated iMSCs, they expressed high levels of HIF-1α, angiogenic factors belonging to the VEGF, PDGF, and ANGPT subfamilies showing high angiogenic potential. This was confirmed in vitro through the increased capacity to generate tube-like structures compared to BRCA1+/+ iMSCs and in vivo by a matrigel plug angiogenesis assay where the BRCA1+/− iMSCs promoted the development of an extended and organized vessel network. We also reported a highly increased migration capacity of BRCA1+/− iMSCs through an in vitro wound healing assay that correlated with the upregulation of the periostin (POSTN). Finally, we assessed the ability of both iMSCs to facilitate the engraftment of murine breast cancer cells using a xenogenic 4T1 transplant model. The co-injection of BRCA1+/− iMSCs and 4T1 breast cancer cells into mouse mammary fat pads gave rise to highly aggressive tumor growth (2-fold increase in tumor volume compared to 4T1 alone, p = 0.01283) and a higher prevalence of spontaneous metastatic spread to the lungs. Here, we report for the first time a major effect of BRCA1 haploinsufficiency on tumor-associated stroma in the context of BRCA1-associated cancers. The unique iMSC model used here was generated using patient-specific iPSCs, which opens new therapeutic avenues for the prevention and personalized treatment of BRCA1-associated hereditary breast cancer.
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Affiliation(s)
- Lucie Portier
- Institut National de la Santé et de la Recherche Médicale–UMR935/UA9, University Paris-Saclay, 94800 Villejuif, France; (L.P.); (C.D.); (D.C.); (N.O.); (A.A.); (A.G.T.); (A.B.-G.)
| | - Christophe Desterke
- Institut National de la Santé et de la Recherche Médicale–UMR935/UA9, University Paris-Saclay, 94800 Villejuif, France; (L.P.); (C.D.); (D.C.); (N.O.); (A.A.); (A.G.T.); (A.B.-G.)
- INGESTEM, CITHERA, National IPSC Infrastructure, INSERM University Paris-Saclay, 94800 Villejuif, France
| | - Diana Chaker
- Institut National de la Santé et de la Recherche Médicale–UMR935/UA9, University Paris-Saclay, 94800 Villejuif, France; (L.P.); (C.D.); (D.C.); (N.O.); (A.A.); (A.G.T.); (A.B.-G.)
- INGESTEM, CITHERA, National IPSC Infrastructure, INSERM University Paris-Saclay, 94800 Villejuif, France
| | - Noufissa Oudrhiri
- Institut National de la Santé et de la Recherche Médicale–UMR935/UA9, University Paris-Saclay, 94800 Villejuif, France; (L.P.); (C.D.); (D.C.); (N.O.); (A.A.); (A.G.T.); (A.B.-G.)
- INGESTEM, CITHERA, National IPSC Infrastructure, INSERM University Paris-Saclay, 94800 Villejuif, France
- Division of Hematology, APHP-Paris Sud University Hospitals, 94270 Le Kremlin Bicêtre, France
| | - Afag Asgarova
- Institut National de la Santé et de la Recherche Médicale–UMR935/UA9, University Paris-Saclay, 94800 Villejuif, France; (L.P.); (C.D.); (D.C.); (N.O.); (A.A.); (A.G.T.); (A.B.-G.)
- INGESTEM, CITHERA, National IPSC Infrastructure, INSERM University Paris-Saclay, 94800 Villejuif, France
| | - Fatima Dkhissi
- Institut National de la Santé et de la Recherche Médicale, UMR1082, University of Poitiers, 86000 Poitiers, France;
| | - Ali G. Turhan
- Institut National de la Santé et de la Recherche Médicale–UMR935/UA9, University Paris-Saclay, 94800 Villejuif, France; (L.P.); (C.D.); (D.C.); (N.O.); (A.A.); (A.G.T.); (A.B.-G.)
- INGESTEM, CITHERA, National IPSC Infrastructure, INSERM University Paris-Saclay, 94800 Villejuif, France
- Division of Hematology, APHP-Paris Sud University Hospitals, 94270 Le Kremlin Bicêtre, France
- Faculty of Medecine, University Paris-Saclay, 94270 Le Kremlin Bicêtre, France
| | - Annelise Bennaceur-Griscelli
- Institut National de la Santé et de la Recherche Médicale–UMR935/UA9, University Paris-Saclay, 94800 Villejuif, France; (L.P.); (C.D.); (D.C.); (N.O.); (A.A.); (A.G.T.); (A.B.-G.)
- INGESTEM, CITHERA, National IPSC Infrastructure, INSERM University Paris-Saclay, 94800 Villejuif, France
- Division of Hematology, APHP-Paris Sud University Hospitals, 94270 Le Kremlin Bicêtre, France
- Faculty of Medecine, University Paris-Saclay, 94270 Le Kremlin Bicêtre, France
| | - Frank Griscelli
- Institut National de la Santé et de la Recherche Médicale–UMR935/UA9, University Paris-Saclay, 94800 Villejuif, France; (L.P.); (C.D.); (D.C.); (N.O.); (A.A.); (A.G.T.); (A.B.-G.)
- INGESTEM, CITHERA, National IPSC Infrastructure, INSERM University Paris-Saclay, 94800 Villejuif, France
- Département de Biologie Médicale et Pathologie Médicales, Service de microbiologie, Gustave Roussy Cancer Campus, 94805 Villejuif, France
- Faculté de la Sorbonne Paris Cité, Faculté des Sciences Pharmaceutiques et Biologiques, University of Paris, 75006 Paris, France
- Correspondence: ; Tel.: +33-1-4211-5193; Fax: 33-1-4559-3718
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Linares J, Marín-Jiménez JA, Badia-Ramentol J, Calon A. Determinants and Functions of CAFs Secretome During Cancer Progression and Therapy. Front Cell Dev Biol 2021; 8:621070. [PMID: 33553157 PMCID: PMC7862334 DOI: 10.3389/fcell.2020.621070] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Accepted: 12/07/2020] [Indexed: 12/11/2022] Open
Abstract
Multiple lines of evidence are indicating that cancer development and malignant progression are not exclusively epithelial cancer cell-autonomous processes but may also depend on crosstalk with the surrounding tumor microenvironment (TME). Cancer-associated fibroblasts (CAFs) are abundantly represented in the TME and are continuously interacting with cancer cells. CAFs are regulating key mechanisms during progression to metastasis and response to treatment by enhancing cancer cells survival and aggressiveness. The latest advances in CAFs biology are pointing to CAFs-secreted factors as druggable targets and companion tools for cancer diagnosis and prognosis. Especially, extensive research conducted in the recent years has underscored the potential of several cytokines as actionable biomarkers that are currently evaluated in the clinical setting. In this review, we explore the current understanding of CAFs secretome determinants and functions to discuss their clinical implication in oncology.
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Affiliation(s)
- Jenniffer Linares
- Cancer Research Program, Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
| | - Juan A. Marín-Jiménez
- Department of Medical Oncology, Catalan Institute of Oncology (ICO) - L'Hospitalet de Llobregat, Barcelona, Spain
| | - Jordi Badia-Ramentol
- Cancer Research Program, Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
| | - Alexandre Calon
- Cancer Research Program, Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
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Oo KK, Kamolhan T, Soni A, Thongchot S, Mitrpant C, O-Charoenrat P, Thuwajit C, Thuwajit P. Development of an engineered peptide antagonist against periostin to overcome doxorubicin resistance in breast cancer. BMC Cancer 2021; 21:65. [PMID: 33446140 PMCID: PMC7807878 DOI: 10.1186/s12885-020-07761-w] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 12/22/2020] [Indexed: 12/18/2022] Open
Abstract
Background Chemoresistance is one of the main problems in treatment of cancer. Periostin (PN) is a stromal protein which is mostly secreted from cancer associated fibroblasts in the tumor microenvironment and can promote cancer progression including cell survival, metastasis, and chemoresistance. The main objective of this study was to develop an anti-PN peptide from the bacteriophage library to overcome PN effects in breast cancer (BCA) cells. Methods A twelve amino acids bacteriophage display library was used for biopanning against the PN active site. A selected clone was sequenced and analyzed for peptide primary structure. A peptide was synthesized and tested for the binding affinity to PN. PN effects including a proliferation, migration and a drug sensitivity test were performed using PN overexpression BCA cells or PN treatment and inhibited by an anti-PN peptide. An intracellular signaling mechanism of inhibition was studied by western blot analysis. Lastly, PN expressions in BCA patients were analyzed along with clinical data. Results The results showed that a candidate anti-PN peptide was synthesized and showed affinity binding to PN. PN could increase proliferation and migration of BCA cells and these effects could be inhibited by an anti-PN peptide. There was significant resistance to doxorubicin in PN-overexpressed BCA cells and this effect could be reversed by an anti-PN peptide in associations with phosphorylation of AKT and expression of survivin. In BCA patients, serum PN showed a correlation with tissue PN expression but there was no significant correlation with clinical data. Conclusions This finding supports that anti-PN peptide is expected to be used in the development of peptide therapy to reduce PN-induced chemoresistance in BCA. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-020-07761-w.
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Affiliation(s)
- Khine Kyaw Oo
- Graduate Program in Immunology, Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Thanpawee Kamolhan
- Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Anish Soni
- Bachelor of Science Program in Biological Science (Biomedical Science), Mahidol University International College, Mahidol University, Nakhon Pathom, 73170, Thailand
| | - Suyanee Thongchot
- Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand.,Siriraj Center of Research Excellence for Cancer Immunotherapy (SiCORE-CIT), Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Chalermchai Mitrpant
- Department of Biochemistry, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Pornchai O-Charoenrat
- Department of Surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand.,Breast Center, Medpark Hospital, Bangkok, 10110, Thailand
| | - Chanitra Thuwajit
- Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Peti Thuwajit
- Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand.
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Yue H, Li W, Chen R, Wang J, Lu X, Li J. Stromal POSTN induced by TGF-β1 facilitates the migration and invasion of ovarian cancer. Gynecol Oncol 2020; 160:530-538. [PMID: 33317907 DOI: 10.1016/j.ygyno.2020.11.026] [Citation(s) in RCA: 68] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 11/24/2020] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Periostin (POSTN) overexpression observed in various cancer types is correlated with metastasis and tumor progression. However, its effect on the crosstalk between ovarian cancer cells and cancer-associated fibroblasts (CAFs) remains elusive. This study aims to ascertain the role of CAF-derived POSTN in the ovarian cancer microenvironment. METHODS POSTN expression in high-grade serous ovarian cancer (HGSC) was detected through immunochemistry. Transwell assay was conducted to determine cell migration and invasion. POSTN was knocked down or overexpressed using lentiviral vectors. The potential downstream effects of POSTN were explored and verified by RNA sequencing and western blotting, respectively. In vitro metastatic capability of ovarian cancer cells regulated by POSTN was determined by indirect co-culture. RESULTS POSTN was highly enriched in HGSC stromal components, particularly in fibroblasts, while its overexpression was correlated with reduced overall survival (OS). CAF-derived POSTN functioned as a ligand for integrin αvβ3, fueling the migration and invasion of ovarian cancer cells by activating the PI3K/Akt pathway and inducing the epithelial-mesenchymal transition (EMT). Additionally, the pro-metastatic properties and the activation of fibroblasts induced by TGF-β1 partly relied on POSTN. CONCLUSIONS Stromal-derived POSTN drives the remodeling of the pro-metastatic microenvironment, which might be as a potential therapeutic target in patients with ovarian cancer.
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Affiliation(s)
- Huiran Yue
- Obstetrics and Gynecology Hospital, Fudan University, No.419, Fangxie Road, Shanghai 200011, China.; Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai 200011, China
| | - Wenzhi Li
- Obstetrics and Gynecology Hospital, Fudan University, No.419, Fangxie Road, Shanghai 200011, China.; Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai 200011, China
| | - Ruifang Chen
- Obstetrics and Gynecology Hospital, Fudan University, No.419, Fangxie Road, Shanghai 200011, China.; Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai 200011, China
| | - Jieyu Wang
- Obstetrics and Gynecology Hospital, Fudan University, No.419, Fangxie Road, Shanghai 200011, China.; Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai 200011, China
| | - Xin Lu
- Obstetrics and Gynecology Hospital, Fudan University, No.419, Fangxie Road, Shanghai 200011, China.; Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai 200011, China..
| | - Jun Li
- Obstetrics and Gynecology Hospital, Fudan University, No.419, Fangxie Road, Shanghai 200011, China.; Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai 200011, China..
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Chu L, Wang F, Zhang W, Li HF, Xu J, Tong XW. Periostin Secreted by Carcinoma-Associated Fibroblasts Promotes Ovarian Cancer Cell Platinum Resistance Through the PI3K/Akt Signaling Pathway. Technol Cancer Res Treat 2020; 19:1533033820977535. [PMID: 33302812 PMCID: PMC7734496 DOI: 10.1177/1533033820977535] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Periostin (POSTN) is a protein secreted by mesenchymal cells. Periostin is upregulated in several cancer types and overexpression is associated with poor prognosis. However, the functional role and molecular underpinnings of periostin in epithelial ovarian cancer (EOC) is unknown. In the present study, periostin was found to be significantly upregulated in EOC stroma. Functional studies revealed that periostin could decrease cisplatin (DDP)-induced apoptosis in EOC. Periostin led to DDP resistance in EOC cells, potentially through the PI3K/Akt signaling pathway. We generated periostin-overexpressing fibroblasts and found that EOC cells were resistant to DDP when co-cultured with periostin-overexpressing fibroblasts. The findings of the present study indicated that periostin secreted by cancer-associated stromal cells may be a potential therapeutic target for EOC.
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Affiliation(s)
- Lei Chu
- Department of Gynecology and Obstetrics, Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Fangce Wang
- Department of Hematology, Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Wenjun Zhang
- Department of Hematology, Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Huai-Fang Li
- Department of Gynecology and Obstetrics, Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Jun Xu
- Advanced Institute of Translational Medicine, Tongji University School of Medicine, Shanghai, China
| | - Xiao-Wen Tong
- Department of Gynecology and Obstetrics, Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai, China
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Sueyama T, Kajiwara Y, Mochizuki S, Shimazaki H, Shinto E, Hase K, Ueno H. Periostin as a key molecule defining desmoplastic environment in colorectal cancer. Virchows Arch 2020; 478:865-874. [PMID: 33215229 DOI: 10.1007/s00428-020-02965-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 10/26/2020] [Accepted: 11/01/2020] [Indexed: 11/30/2022]
Abstract
Categorizing desmoplastic reaction (DR) based on the histological findings of cancer-associated fibroblasts is shown to be a promising novel method to predict prognosis of patients with colorectal cancer (CRC). Periostin (POSTN) in cancer-associated stroma is reportedly associated with poor clinical outcomes. Immunohistochemical staining with an anti-POSTN antibody was performed in 73 patients with pStage III CRC (cohort 1). In addition, to evaluate mRNA and protein expression levels of POSTN, we analyzed paired normal and invasive cancer frozen specimens by quantitative real-time polymerase chain reaction and western blot analysis in 41 patients (cohort 2). In cohort 1, according to the DR categorization, 18, 22, and 33 patients were classified as immature, intermediate, and mature, respectively. High immunoreactivity of POSTN was observed 100%, 68.2%, and 27.3%, respectively (p < 0.0001). The 5-year relapse-free survival rates were 56.8% and 82.7% in high and low POSTN expression subgroups, respectively (p = 0.015). In cohort 2, the POSTN mRNA and protein levels were significantly higher in the immature stroma as compared to the stroma characterized as other DR patterns. POSTN expression was closely associated with DR categorization. POSTN may be a key molecule that contributes to the malignant potential of CRC.
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Affiliation(s)
- Takahiro Sueyama
- Department of Surgery, National Defense Medical College, 3-2, Namiki, Tokorozawa, Saitama, 359-8513, Japan
| | - Yoshiki Kajiwara
- Department of Surgery, National Defense Medical College, 3-2, Namiki, Tokorozawa, Saitama, 359-8513, Japan.
| | - Satsuki Mochizuki
- Department of Surgery, National Defense Medical College, 3-2, Namiki, Tokorozawa, Saitama, 359-8513, Japan
| | - Hideyuki Shimazaki
- Department of Laboratory Medicine, National Defense Medical College, Tokorozawa, Japan
| | - Eiji Shinto
- Department of Surgery, National Defense Medical College, 3-2, Namiki, Tokorozawa, Saitama, 359-8513, Japan
| | - Kazuo Hase
- Department of Surgery, National Defense Medical College, 3-2, Namiki, Tokorozawa, Saitama, 359-8513, Japan
| | - Hideki Ueno
- Department of Surgery, National Defense Medical College, 3-2, Namiki, Tokorozawa, Saitama, 359-8513, Japan
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Two-step mixed model approach to analyzing differential alternative RNA splicing. PLoS One 2020; 15:e0232646. [PMID: 33035235 PMCID: PMC7546511 DOI: 10.1371/journal.pone.0232646] [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: 04/17/2020] [Accepted: 09/24/2020] [Indexed: 11/22/2022] Open
Abstract
Changes in gene expression can correlate with poor disease outcomes in two ways: through changes in relative transcript levels or through alternative RNA splicing leading to changes in relative abundance of individual transcript isoforms. The objective of this research is to develop new statistical methods in detecting and analyzing both differentially expressed and spliced isoforms, which appropriately account for the dependence between isoforms and multiple testing corrections for the multi-dimensional structure of at both the gene- and isoform- level. We developed a linear mixed effects model-based approach for analyzing the complex alternative RNA splicing regulation patterns detected by whole-transcriptome RNA-sequencing technologies. This approach thoroughly characterizes and differentiates three types of genes related to alternative RNA splicing events with distinct differential expression/splicing patterns. We applied the concept of appropriately controlling for the gene-level overall false discovery rate (OFDR) in this multi-dimensional alternative RNA splicing analysis utilizing a two-step hierarchical hypothesis testing framework. In the initial screening test we identify genes that have differentially expressed or spliced isoforms; in the subsequent confirmatory testing stage we examine only the isoforms for genes that have passed the screening tests. Comparisons with other methods through application to a whole transcriptome RNA-Seq study of adenoid cystic carcinoma and extensive simulation studies have demonstrated the advantages and improved performances of our method. Our proposed method appropriately controls the gene-level OFDR, maintains statistical power, and is flexible to incorporate advanced experimental designs.
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Prognostic Significance of Stromal Periostin Expression in Non-Small Cell Lung Cancer. Int J Mol Sci 2020; 21:ijms21197025. [PMID: 32987711 PMCID: PMC7582720 DOI: 10.3390/ijms21197025] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 09/14/2020] [Accepted: 09/19/2020] [Indexed: 02/06/2023] Open
Abstract
Background: The microenvironment of solid tumours is significant in cancer development and progression. The aim of this study was to determine periostin (POSTN) expression by cancer-associated fibroblasts (CAFs) in non-small-cell lung cancer (NSCLC), as well as to assess associations with clinicopathological factors and prognosis. Materials and Methods: Immunohistochemical analysis of POSTN expression was performed on NSCLC (N = 700) and non-malignant lung tissue (NMLT) (N = 110) using tissue microarrays. Laser capture microdissection (LCM) for isolation of stromal and cancer cells of NSCLC was employed, and subsequently, POSTN mRNA expression was detected by real-time PCR. Immunofluorescence reaction and colocalisation analysis were performed by confocal microscopy. Results: Expression of POSTN in CAFs was significantly higher in NSCLC and in the adenocarcinoma (AC) and squamous cell carcinoma (SCC) subtypes compared to NMLT. POSTN expression in CAFs increased with clinical cancer stage, grades (G) of malignancy, and lymph node involvement in NSCLC. Higher POSTN expression in CAFs was an independent prognostic factor for overall survival (OS). LCM confirmed significantly higher POSTN mRNA expression in the stromal cells (CAFs) compared to the lung cancer cells. Conclusions: POSTN produced by CAFs might be crucial for NSCLC progression and can be an independent negative prognostic factor in NSCLC.
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McMullen M, Madariaga A, Lheureux S. New approaches for targeting platinum-resistant ovarian cancer. Semin Cancer Biol 2020; 77:167-181. [DOI: 10.1016/j.semcancer.2020.08.013] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 08/15/2020] [Accepted: 08/25/2020] [Indexed: 12/12/2022]
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Horowitz M, Esakov E, Rose P, Reizes O. Signaling within the epithelial ovarian cancer tumor microenvironment: the challenge of tumor heterogeneity. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:905. [PMID: 32793749 DOI: 10.21037/atm-2019-cm-08] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Epithelial ovarian cancer (EOC) is a leading cause of cancer death in women. Standard of care treatment has remained platinum-containing cytotoxic chemotherapy for over three decades. Among the central challenges in treating ovarian CA are disease recurrence and the development of chemoresistance. Survival is uniformly poor for patients with chemoresistant recurrent disease and effective therapeutic options are limited. As such, delineating the mechanisms of chemoresistance and developing targeted therapies to prevent chemoresistance from occurring are of vital importance to improving survival for patients with EOC. Attempts to characterize mechanisms of chemoresistance have implicated numerous cellular pathways, but a rift remains between pre-clinical findings and translation to improving patient survival. More recently, the interplay among different cell types within the tumor microenvironment has become central to understanding how chemoresistance may develop and may be sustained. An improved understanding of how tumor cell-intrinsic and -extrinsic pathways converge during the development of chemoresistance may improve the likelihood of successful clinical translation. This review focuses on the roles of the EOC tumor microenvironment and tumor cell heterogeneity in the development of chemoresistance. We review recent studies into mechanisms of chemoresistance as they relate to tumor microenvironment and development of novel therapeutic approaches that exploit these mechanisms to prevent or reverse chemoresistance. This review attempts to cast these latest discoveries in a clinical context by summarizing trends in ongoing clinical trials for patients with EOC.
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Affiliation(s)
- Max Horowitz
- Division of Gynecologic Oncology, Women's Health Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Obstetrics & Gynecology, Women's Health Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Emily Esakov
- Department of Cardiovascular & Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Peter Rose
- Division of Gynecologic Oncology, Women's Health Institute, Cleveland Clinic, Cleveland, OH, USA.,Department of Obstetrics & Gynecology, Women's Health Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Ofer Reizes
- Department of Cardiovascular & Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA.,Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
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Jary M, Hasanova R, Vienot A, Asgarov K, Loyon R, Tirole C, Bouard A, Orillard E, Klajer E, Kim S, Viot J, Colle E, Adotevi O, Bouché O, Lecomte T, Borg C, Feugeas JP. Molecular description of ANGPT2 associated colorectal carcinoma. Int J Cancer 2020; 147:2007-2018. [PMID: 32222972 DOI: 10.1002/ijc.32993] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 02/01/2020] [Accepted: 02/26/2020] [Indexed: 12/20/2022]
Abstract
Angiopoietin-2 (ANGPT2) is a prognostic factor in metastatic colorectal cancer (CRC). Nevertheless, it remains to be elucidated which molecular characteristics make up the ANGPT2-related poor-prognosis CRC subset. Public transcriptomic datasets were collected from Gene Expression Omnibus GEO and with the TCGAbiolinks R-package for the TCGA. After appropriate normalization, differential expression analysis was performed using Benjamini and Hochberg method for false discovery rate. Plasma from two prospective clinical trials were used to investigate the clinical impact of ANGPT2-related biomarkers. In the 935 samples included in four annotated platforms (GPL) and derived from localized CRC, ANGPT2hi expression conferred a worst overall survival (HR = 1.20; p = 0.02). CRC stage, ANGPT2hi expression but not Consortium Molecular Subtype (CMS) predict overall survival in multivariate analysis. ANGPT2 expression was not correlated with a specific CMS nor to RAS, RAF, MSI, p53, CIN, CIMP genomic alterations. Gene expression analysis revealed that ANGPT2hi CRC subset is characterized by angiogenesis-related gene expression, presence of myeloid cells, stromal organization and resistance to chemotherapy. A prognostic model was proposed using seric levels of ANGPT2, STC1 and CD138 in 97 mCRC patients. Our results provide evidence that ANGPT2 is a prognostic factor in localized CRC and defined a specific CRC subset with potential clinical implementation.
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Affiliation(s)
- Marine Jary
- INSERM, EFS BFC, UMR1098, RIGHT, University of Bourgogne Franche-Comté, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaireet Génique, Besançon, France.,Department of Medical Oncology, University Hospital of Besançon, Besançon, France.,Clinical Investigation Center in Biotherapy, INSERM CIC-BT1431, University Hospital of Besançon, Besançon, France
| | - Reyhan Hasanova
- INSERM, EFS BFC, UMR1098, RIGHT, University of Bourgogne Franche-Comté, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaireet Génique, Besançon, France
| | - Angélique Vienot
- INSERM, EFS BFC, UMR1098, RIGHT, University of Bourgogne Franche-Comté, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaireet Génique, Besançon, France.,Department of Medical Oncology, University Hospital of Besançon, Besançon, France
| | - Kamal Asgarov
- INSERM, EFS BFC, UMR1098, RIGHT, University of Bourgogne Franche-Comté, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaireet Génique, Besançon, France
| | - Romain Loyon
- INSERM, EFS BFC, UMR1098, RIGHT, University of Bourgogne Franche-Comté, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaireet Génique, Besançon, France.,Department of Medical Oncology, University Hospital of Besançon, Besançon, France
| | - Charline Tirole
- Department of Medical Oncology, University Hospital of Besançon, Besançon, France
| | - Adeline Bouard
- INSERM, EFS BFC, UMR1098, RIGHT, University of Bourgogne Franche-Comté, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaireet Génique, Besançon, France
| | - Emeline Orillard
- INSERM, EFS BFC, UMR1098, RIGHT, University of Bourgogne Franche-Comté, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaireet Génique, Besançon, France.,Department of Medical Oncology, University Hospital of Besançon, Besançon, France
| | - Elodie Klajer
- Department of Medical Oncology, University Hospital of Besançon, Besançon, France
| | - Stefano Kim
- Department of Medical Oncology, University Hospital of Besançon, Besançon, France.,Clinical Investigation Center in Biotherapy, INSERM CIC-BT1431, University Hospital of Besançon, Besançon, France
| | - Julien Viot
- INSERM, EFS BFC, UMR1098, RIGHT, University of Bourgogne Franche-Comté, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaireet Génique, Besançon, France.,Department of Medical Oncology, University Hospital of Besançon, Besançon, France
| | - Elise Colle
- University Hospital St-Antoine, Paris, France
| | - Olivier Adotevi
- INSERM, EFS BFC, UMR1098, RIGHT, University of Bourgogne Franche-Comté, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaireet Génique, Besançon, France.,Department of Medical Oncology, University Hospital of Besançon, Besançon, France
| | - Olivier Bouché
- Department of Hepato-Gastroenterology and Digestive Oncology, University Hospital Robert Debré, Reims, France
| | - Thierry Lecomte
- Department of Hepato-Gastroenterology and Digestive Oncology, CHRU de Tours, Tours Cedex 09, France.,University of Tours, Tours Cedex 01, France
| | - Christophe Borg
- INSERM, EFS BFC, UMR1098, RIGHT, University of Bourgogne Franche-Comté, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaireet Génique, Besançon, France.,Department of Medical Oncology, University Hospital of Besançon, Besançon, France.,Clinical Investigation Center in Biotherapy, INSERM CIC-BT1431, University Hospital of Besançon, Besançon, France
| | - Jean P Feugeas
- INSERM, EFS BFC, UMR1098, RIGHT, University of Bourgogne Franche-Comté, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaireet Génique, Besançon, France
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Wang M, Wang J, Liu J, Zhu L, Ma H, Zou J, Wu W, Wang K. Systematic prediction of key genes for ovarian cancer by co-expression network analysis. J Cell Mol Med 2020; 24:6298-6307. [PMID: 32319226 PMCID: PMC7294139 DOI: 10.1111/jcmm.15271] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2020] [Revised: 03/18/2020] [Accepted: 03/28/2020] [Indexed: 01/18/2023] Open
Abstract
Ovarian cancer (OC) is the most lethal gynaecological malignancy, characterized by high recurrence and mortality. However, the mechanisms of its pathogenesis remain largely unknown, hindering the investigation of the functional roles. This study sought to identify key hub genes that may serve as biomarkers correlated with prognosis. Here, we conduct an integrated analysis using the weighted gene co‐expression network analysis (WGCNA) to explore the clinically significant gene sets and identify candidate hub genes associated with OC clinical phenotypes. The gene expression profiles were obtained from the MERAV database. Validations of candidate hub genes were performed with RNASeqV2 data and the corresponding clinical information available from The Cancer Genome Atlas (TCGA) database. In addition, we examined the candidate genes in ovarian cancer cells. Totally, 19 modules were identified and 26 hub genes were extracted from the most significant module (R2 = .53) in clinical stages. Through the validation of TCGA data, we found that five hub genes (COL1A1, DCN, LUM, POSTN and THBS2) predicted poor prognosis. Receiver operating characteristic (ROC) curves demonstrated that these five genes exhibited diagnostic efficiency for early‐stage and advanced‐stage cancer. The protein expression of these five genes in tumour tissues was significantly higher than that in normal tissues. Besides, the expression of COL1A1 was associated with the TAX resistance of tumours and could be affected by the autophagy level in OC cell line. In conclusion, our findings identified five genes could serve as biomarkers related to the prognosis of OC and may be helpful for revealing pathogenic mechanism and developing further research.
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Affiliation(s)
- Mingyuan Wang
- Department of Pathophysiology, School of Basic Medical Science, Central South University, Changsha, China.,Key Laboratory of Sepsis, Translational Medicine of Hunan, Central South University, Changsha, China.,Department of gynecology, Zhuzhou Central Hospital, Central South University, Zhuzhou, China
| | - Jinjin Wang
- Department of gynecology, Zhuzhou Central Hospital, Central South University, Zhuzhou, China
| | - Jinglan Liu
- Department of gynecology, Zhuzhou Central Hospital, Central South University, Zhuzhou, China
| | - Lili Zhu
- Department of Pathophysiology, School of Basic Medical Science, Central South University, Changsha, China.,Key Laboratory of Sepsis, Translational Medicine of Hunan, Central South University, Changsha, China
| | - Heng Ma
- Department of Pathophysiology, School of Basic Medical Science, Central South University, Changsha, China.,Key Laboratory of Sepsis, Translational Medicine of Hunan, Central South University, Changsha, China
| | - Jiang Zou
- Department of Pathophysiology, School of Basic Medical Science, Central South University, Changsha, China.,Key Laboratory of Sepsis, Translational Medicine of Hunan, Central South University, Changsha, China
| | - Wei Wu
- Department of Geratic Surgery, Xiangya Hospital, Central South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Kangkai Wang
- Department of Pathophysiology, School of Basic Medical Science, Central South University, Changsha, China.,Key Laboratory of Sepsis, Translational Medicine of Hunan, Central South University, Changsha, China.,Department of Laboratory Animals, Hunan Key Laboratory of Animal Models for Human Diseases, Xiangya School of Medicine, Central South University, Changsha, China
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Sun T, Yang Q. Chemoresistance-associated alternative splicing signatures in serous ovarian cancer. Oncol Lett 2020; 20:420-430. [PMID: 32565967 DOI: 10.3892/ol.2020.11562] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Accepted: 02/21/2020] [Indexed: 12/17/2022] Open
Abstract
Primary platinum-based chemoresistance occurs in ~30% of patients with serous ovarian cancer. Chemoresistance is the main cause of disease recurrence, and accurate predictors to identify these patients with chemoresistance are required. Alternative splicing (AS) is a post-transcriptional modification process that is altered in cancer. A possible association between AS and chemoresistance is unclear and needs to be studied comprehensively in ovarian cancer. In the present study, RNA-sequencing data and clinical information for 320 patients with ovarian serous cystadenocarcinoma (OV) were downloaded from The Cancer Genome Atlas (TCGA) database. Splicing events were determined using the TCGA SpliceSeq tool. Seven types of AS events were identified. Univariate and multivariate logistic analyses were performed, and predictive models for OV chemoresistance were established, as well as a splicing network. A total of 22,036 AS events were identified in 7,404 genes, with 915 AS events detected in 677 genes that were significantly associated with chemoresistance in patients with OV. A receiver operating characteristic (ROC) curve was constructed for resistance predictive models composed of the most significant AS events. The area under the ROC curve was 0.931, indicating strong and efficient prediction of chemoresistance. Additionally, the high-risk score was associated with shorter overall survival. The splicing correlation network suggested a potential role of splicing factors in chemoresistance. In summary, the present study created a powerful predictor for primary platinum-based chemoresistance in patients with OV, identified splicing networks that could be involved in potential mechanisms of chemoresistance and provided potential targets to overcome chemoresistance.
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Affiliation(s)
- Tianshui Sun
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, Liaoning 110004, P.R. China
| | - Qing Yang
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, Liaoning 110004, P.R. China
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Sahni S, Nahm C, Krisp C, Molloy MP, Mehta S, Maloney S, Itchins M, Pavlakis N, Clarke S, Chan D, Gill AJ, Howell VM, Samra J, Mittal A. Identification of Novel Biomarkers in Pancreatic Tumor Tissue to Predict Response to Neoadjuvant Chemotherapy. Front Oncol 2020; 10:237. [PMID: 32195182 PMCID: PMC7064619 DOI: 10.3389/fonc.2020.00237] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Accepted: 02/12/2020] [Indexed: 12/16/2022] Open
Abstract
Background: Neoadjuvant chemotherapy (NAC) has been of recent interest as an alternative to upfront surgery followed by adjuvant chemotherapy in patients with pancreatic ductal adenocarcinoma (PDAC). However, a subset of patients does not respond to NAC and may have been better managed by upfront surgery. Hence, there is an unmet need for accurate biomarkers for predicting NAC response in PDAC. We aimed to identify upregulated proteins in tumor tissue from poor- and good-NAC responders. Methods: Tumor and adjacent pancreas tissue samples were obtained following surgical resection from NAC-treated PDAC patients. SWATH-MS proteomic analysis was performed to identify and quantify proteins in tissue samples. Statistical analysis was performed to identify biomarkers for NAC response. Pathway analysis was performed to characterize affected canonical pathways in good- and poor-NAC responders. Results: A total of 3,156 proteins were identified, with 19 being were significantly upregulated in poor-responders compared to good-responders (log2 ratio > 2, p < 0.05). Those with the greatest ability to predict poor-NAC response were GRP78, CADM1, PGES2, and RUXF. Notably, canonical pathways that were significantly upregulated in good-responders included acute phase signaling and macrophage activation, indicating a heightened immune response in these patients. Conclusion: A novel biomarker signature for poor-NAC response in PDAC was identified.
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Affiliation(s)
- Sumit Sahni
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.,Bill Walsh Translational Cancer Research Laboratory, Kolling Institute of Medical Research, University of Sydney, Camperdown, NSW, Australia.,Australian Pancreatic Centre, Sydney, NSW, Australia
| | - Christopher Nahm
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.,Bill Walsh Translational Cancer Research Laboratory, Kolling Institute of Medical Research, University of Sydney, Camperdown, NSW, Australia.,Australian Pancreatic Centre, Sydney, NSW, Australia
| | - Christoph Krisp
- Center for Diagnostics, Clinical Chemistry and Laboratory Medicine, University Medical Center Hamburg - Eppendorf, Hamburg, Germany
| | - Mark P Molloy
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.,Bowel Cancer and Biomarker Research Laboratory, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia.,Australian Proteome Analysis Facility (APAF), Macquarie University, Sydney, NSW, Australia
| | - Shreya Mehta
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.,Bill Walsh Translational Cancer Research Laboratory, Kolling Institute of Medical Research, University of Sydney, Camperdown, NSW, Australia.,Australian Pancreatic Centre, Sydney, NSW, Australia
| | - Sarah Maloney
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.,Bill Walsh Translational Cancer Research Laboratory, Kolling Institute of Medical Research, University of Sydney, Camperdown, NSW, Australia
| | - Malinda Itchins
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.,Bill Walsh Translational Cancer Research Laboratory, Kolling Institute of Medical Research, University of Sydney, Camperdown, NSW, Australia.,Northern Sydney Cancer Center, Royal North Shore Hospital, St Leonards, NSW, Australia.,Northern Cancer Institute, St Leonards and Frenchs Forest, St Leonards, NSW, Australia
| | - Nick Pavlakis
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.,Bill Walsh Translational Cancer Research Laboratory, Kolling Institute of Medical Research, University of Sydney, Camperdown, NSW, Australia.,Northern Sydney Cancer Center, Royal North Shore Hospital, St Leonards, NSW, Australia.,Northern Cancer Institute, St Leonards and Frenchs Forest, St Leonards, NSW, Australia
| | - Stephen Clarke
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.,Bill Walsh Translational Cancer Research Laboratory, Kolling Institute of Medical Research, University of Sydney, Camperdown, NSW, Australia.,Northern Sydney Cancer Center, Royal North Shore Hospital, St Leonards, NSW, Australia.,Northern Cancer Institute, St Leonards and Frenchs Forest, St Leonards, NSW, Australia
| | - David Chan
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.,Bill Walsh Translational Cancer Research Laboratory, Kolling Institute of Medical Research, University of Sydney, Camperdown, NSW, Australia.,Northern Sydney Cancer Center, Royal North Shore Hospital, St Leonards, NSW, Australia.,Northern Cancer Institute, St Leonards and Frenchs Forest, St Leonards, NSW, Australia
| | - Anthony J Gill
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.,Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Viive M Howell
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.,Bill Walsh Translational Cancer Research Laboratory, Kolling Institute of Medical Research, University of Sydney, Camperdown, NSW, Australia
| | - Jaswinder Samra
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.,Australian Pancreatic Centre, Sydney, NSW, Australia.,Upper GI Surgical Unit, Royal North Shore Hospital and North Shore Private Hospital, Sydney, NSW, Australia
| | - Anubhav Mittal
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.,Australian Pancreatic Centre, Sydney, NSW, Australia.,Upper GI Surgical Unit, Royal North Shore Hospital and North Shore Private Hospital, Sydney, NSW, Australia
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Rousseau JC, Bertholon C, Chapurlat R, Szulc P. Serum periostin is associated with cancer mortality but not cancer risk in older home-dwelling men: A 8-year prospective analysis of the STRAMBO study. Bone 2020; 132:115184. [PMID: 31812700 DOI: 10.1016/j.bone.2019.115184] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 12/02/2019] [Indexed: 01/09/2023]
Abstract
BACKGROUND Periostin (POSTN) regulates multiple biological behaviors of tumor cells. We studied the association of serum POSTN with mortality in home-dwelling men. METHODS POSTN was measured at baseline using immunoassay (USCN life science, China) in 815 home-dwelling men aged 60-87 followed-up for 8 years. RESULTS In the entire cohort, higher serum POSTN was associated with higher all-cause mortality [Hazard Ratio (HR) = 1.30 per Standard Deviation (SD), 95% Confidence Interval (CI): 1.13-1.50, p < .001] after adjustment for potential confounders. In a similar model, cancer mortality (n = 69) increased with POSTN levels (HR = 1.44 per SD, 95%CI: 1.16-1.78, p < .001). Cardiovascular mortality (n = 55) and non-cardiovascular-non-cancer mortality (n = 44) was not associated with POSTN levels (p = .28 and p = .94 respectively). In 107 men with prevalent cancer, all-cause mortality (HR = 1.93 per SD, 95%CI: 1.30-2.87, p < .005) and cancer mortality (HR = 2.07 per SD, 95%CI: 1.23-3.47, p < .01) increased with the increasing POSTN concentrations. In 613 men with incident cancer, higher POSTN concentrations were associated with higher cancer mortality (HR = 1.40 per SD, 95%CI: 1.12-1.76, p < .005) but not with the risk of cancer (HR = 1.16 per SD, 95%CI: 0.89-1.46, p = .21). CONCLUSIONS Higher serum POSTN is associated with higher cancer mortality, but not with the cancer risk in older home-dwelling men.
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Affiliation(s)
| | - Cindy Bertholon
- INSERM UMR 1033, Lyon, France and Université de Lyon, Lyon, France
| | - Roland Chapurlat
- INSERM UMR 1033, Lyon, France and Université de Lyon, Lyon, France; Hôpital Edouard Herriot, Hospice Civils de Lyon, Lyon, France
| | - Pawel Szulc
- INSERM UMR 1033, Lyon, France and Université de Lyon, Lyon, France
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Dong C, Yin F, Zhu D, Cai X, Chen C, Liu X. NCALD affects drug resistance and prognosis by acting as a ceRNA of CX3CL1 in ovarian cancer. J Cell Biochem 2020; 121:4470-4483. [PMID: 32030795 DOI: 10.1002/jcb.29670] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Accepted: 01/10/2020] [Indexed: 01/01/2023]
Abstract
Drug resistance, an impenetrable barrier in the treatment of ovarian cancer (OC), is often associated with poor outcomes. Hence, it is urgent to discover new factors controlling drug resistance and survival. The association between neurocalcin delta (NCALD) and cancer drug resistance is poorly understood. Here, we reveal that NCALD messenger RNA expression, probably regulated by DNA methylation and microRNAs, was significantly downregulated in at least three independent microarrays covering 633 ovarian carcinomas and 16 normal controls, which includes the Cancer Genome Atlas (TCGA) ovarian cohort. In the sub-groups of the TCGA cohort, NCALD was suppressed in 90 platinum-resistant tissues vs in 197 sensitive tissues. It is consistent with the quantitative reverse transcription polymerase chain reaction results revealing gene downregulation in carboplatin-resistant SKOV3 and HeyA8 OC cells as compared with that in controls. Low expression of NCALD predicted poor overall survival (OS) in sub-groups of 1656 patients, progression-free survival (PFS) in 1435 patients, and post-progression survival (PPS) in 782 patients according to Kaplan-Meier plotter covering 1815 OC patients. Comprehensive bioinformatic analyses strongly implicated NCALD in the regulation of drug resistance, probably via competing for endogenous RNA (ceRNA) interactions with CX3CL1 and tumor immune-microenvironment. NCALD acted as a ceRNA for CX3CL1 in 21 different cancers includes OC according to Starbase. These two genes negatively correlated with tumor purity and positively correlated with infiltration levels of neutrophils and dendritic cells in OC. The combined low expression of NCALD and CX3CL1 showed better prognosis potential for OS, PFS, and PPS in the 1815 OC patients than any of the individually tested genes. In summary, NCALD acts as a ceRNA for CX3CL1, and its downregulation may affect drug resistance and prognosis in OC. Thus, NCALD could be a new therapeutic target for anticancer therapy and a new biomarker for survival prediction in OC.
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Affiliation(s)
- Caihua Dong
- Key Laboratory of Longevity and Ageing-Related Disease of Chinese Ministry of Education, Centre for Translational Medicine and School of Preclinical Medicine, Guangxi Medical University, Nanning, Guangxi, China
| | - Fuqiang Yin
- Life Sciences Institute, Guangxi Medical University, Nanning, Guangxi, China.,Key Laboratory of High-Incidence-Tumor Prevention and Treatment (Guangxi Medical University), Ministry of Education, Nanning, Guangxi, China
| | - Dan Zhu
- Pharmaceutical College, Guangxi Medical University, Nanning, Guangxi, China
| | - Xiangxue Cai
- Life Sciences Institute, Guangxi Medical University, Nanning, Guangxi, China
| | - Cuilan Chen
- Life Sciences Institute, Guangxi Medical University, Nanning, Guangxi, China
| | - Xia Liu
- Key Laboratory of Longevity and Ageing-Related Disease of Chinese Ministry of Education, Centre for Translational Medicine and School of Preclinical Medicine, Guangxi Medical University, Nanning, Guangxi, China
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Fibronectin and Periostin as Prognostic Markers in Ovarian Cancer. Cells 2020; 9:cells9010149. [PMID: 31936272 PMCID: PMC7016975 DOI: 10.3390/cells9010149] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2019] [Revised: 12/30/2019] [Accepted: 01/05/2020] [Indexed: 12/28/2022] Open
Abstract
Previously, based on a DNA microarray experiment, we identified a 96-gene prognostic signature associated with the shorter survival of ovarian cancer patients. We hypothesized that some differentially expressed protein-coding genes from this signature could potentially serve as prognostic markers. The present study was aimed to validate two proteins, namely fibronectin (FN1) and periostin (POSTN), in the independent set of ovarian cancer samples. Both proteins are mainly known as extracellular matrix proteins with many important functions in physiology. However, there are also indications that they are implicated in cancer, including ovarian cancer. The expression of these proteins was immunohistochemically analyzed in 108 surgical samples of advanced ovarian cancer (majority: high-grade serous) and additionally on tissue arrays representing different stages of the progression of ovarian and fallopian tube epithelial tumors, from normal epithelia, through benign tumors, to adenocarcinomas of different stages. The correlation with clinical, pathological, and molecular features was evaluated. Kaplan-Meier survival analysis and Cox-proportional hazards models were used to estimate the correlation of the expression levels these proteins with survival. We observed that the higher expression of fibronectin in the tumor stroma was highly associated with shorter overall survival (OS) (Kaplan-Meier analysis, log-rank test p = 0.003). Periostin was also associated with shorter OS (p = 0.04). When we analyzed the combined score, calculated by adding together individual scores for stromal fibronectin and periostin expression, Cox regression demonstrated that this joint FN1&POSTN score was an independent prognostic factor for OS (HR = 2.16; 95% CI: 1.02-4.60; p = 0.044). The expression of fibronectin and periostin was also associated with the source of ovarian tumor sample: metastases showed higher expression of these proteins than primary tumor samples (χ2 test, p = 0.024 and p = 0.032). Elevated expression of fibronectin and periostin was also more common in fallopian cancers than in ovarian cancers. Our results support some previous observations that fibronectin and periostin have a prognostic significance in ovarian cancer. In addition, we propose the joint FN1&POSTN score as an independent prognostic factor for OS. Based on our results, it may also be speculated that these proteins are related to tumor progression and/or may indicate fallopian-epithelial origin of the tumor.
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Nawaz S, Trahearn NA, Heindl A, Banerjee S, Maley CC, Sottoriva A, Yuan Y. Analysis of tumour ecological balance reveals resource-dependent adaptive strategies of ovarian cancer. EBioMedicine 2019; 48:224-235. [PMID: 31648981 PMCID: PMC6838425 DOI: 10.1016/j.ebiom.2019.10.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 07/02/2019] [Accepted: 10/01/2019] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Despite treatment advances, there remains a significant risk of recurrence in ovarian cancer, at which stage it is usually incurable. Consequently, there is a clear need for improved patient stratification. However, at present clinical prognosticators remain largely unchanged due to the lack of reproducible methods to identify high-risk patients. METHODS In high-grade serous ovarian cancer patients with advanced disease, we spatially define a tumour ecological balance of stromal resource and immune hazard using high-throughput image and spatial analysis of routine histology slides. On this basis an EcoScore is developed to classify tumours by a shift in this balance towards cancer-favouring or inhibiting conditions. FINDINGS The EcoScore provides prognostic value stronger than, and independent of, known risk factors. Crucially, the clinical relevance of mutational burden and genomic instability differ under different stromal resource conditions, suggesting that the selective advantage of these cancer hallmarks is dependent on the context of stromal spatial structure. Under a high resource condition defined by a high level of geographical intermixing of cancer and stromal cells, selection appears to be driven by point mutations; whereas, in low resource tumours featured with high hypoxia and low cancer-immune co-localization, selection is fuelled by aneuploidy. INTERPRETATION Our study offers empirical evidence that cancer fitness depends on tumour spatial constraints, and presents a biological basis for developing better assessments of tumour adaptive strategies in overcoming ecological constraints including immune surveillance and hypoxia.
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Affiliation(s)
- Sidra Nawaz
- Centre for Evolution and Cancer, Institute of Cancer Research, London, UK; Division of Molecular Pathology, Institute of Cancer Research, London, UK
| | - Nicholas A Trahearn
- Centre for Evolution and Cancer, Institute of Cancer Research, London, UK; Division of Molecular Pathology, Institute of Cancer Research, London, UK
| | - Andreas Heindl
- Centre for Evolution and Cancer, Institute of Cancer Research, London, UK; Division of Molecular Pathology, Institute of Cancer Research, London, UK
| | | | - Carlo C Maley
- Centre for Evolution and Cancer, Institute of Cancer Research, London, UK; Biodesign Center for Personalized Diagnostics, Arizona State University, Tempe, AZ, USA
| | - Andrea Sottoriva
- Centre for Evolution and Cancer, Institute of Cancer Research, London, UK; Division of Molecular Pathology, Institute of Cancer Research, London, UK
| | - Yinyin Yuan
- Centre for Evolution and Cancer, Institute of Cancer Research, London, UK; Division of Molecular Pathology, Institute of Cancer Research, London, UK.
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Yang T, Deng Z, Pan Z, Qian Y, Yao W, Wang J. Prognostic value of periostin in multiple solid cancers: A systematic review with meta-analysis. J Cell Physiol 2019; 235:2800-2808. [PMID: 31517399 DOI: 10.1002/jcp.29184] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2018] [Accepted: 08/26/2019] [Indexed: 12/15/2022]
Abstract
Previous studies have shown that the expression of periostin (POSTN) is significantly correlated with prognosis in multiple solid cancers. However, the function of POSTN in tumorigenesis and its relationship with clinical outcomes have not been systematically summarized and analyzed. Thus, a meta-analysis was performed to evaluate the prognostic pertinence of POSTN in solid cancer. We conducted a systematic search in the PubMed, EMBASE, Web of Science, and Cochrane library databases, and a total of 10 studies were used to assess the association of POSTN expression and patients' overall survival (OS) and disease-free survival (DFS). The hazard ratio (HR) or odds ratio (OR) and their corresponding 95% confidence intervals (95% CIs) were further calculated to estimate the association between POSTN and relevant clinical parameters of solid cancer patients. The pooled results indicated that POSTN overexpression was associated with poor OS (HR = 2.35, 95% CI = 1.88-2.93, p < .00001) and DFS (HR = 2.70, 95% CI = 2.00-3.65, p < .00001) in a cohort of 993 patients with cancer. Subsequent analyses showed that the positive expression ratio of POSTN was evidently higher in cancer tissues than in normal tissues (OR = 7.44, 95% CI = 3.66-13.95, p < .00001). In addition, subgroup analysis showed that POSTN was related to microvascular invasion (OR = 5.09, 95% CI = 3.07-8.44, p < .00001), tumor differentiation (OR = 2.03, 95% CI = 1.41-2.91, p = .0001), and lymph node metastasis (OR = 3.05, 95% CI = 2.01-4.64, p < .00001). These data showed that POSTN could be a credible prognostic biomarker and a potential therapeutic target in human solid cancer.
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Affiliation(s)
- Tao Yang
- Department of Biliary and Pancreatic Surgery/Cancer Research Center Affiliated Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Zhengdong Deng
- Department of Biliary and Pancreatic Surgery/Cancer Research Center Affiliated Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Zhongya Pan
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yawei Qian
- Department of Hepato-Biliary-Pancreatic Surgery, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Wei Yao
- Department of Oncology Affiliated Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Jianming Wang
- Department of Biliary and Pancreatic Surgery/Cancer Research Center Affiliated Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Affiliated Tianyou Hospital, Wuhan University of Science & Technology, Wuhan, China
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48
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Da Silva AC, Jammal MP, Crispim PCA, Murta EFC, Nomelini RS. The Role of Stroma in Ovarian Cancer. Immunol Invest 2019; 49:406-424. [PMID: 32264761 DOI: 10.1080/08820139.2019.1658770] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Background: Ovarian cancer is one of the gynecological malignancies responsible for thousands of deaths in women worldwide. Malignant solid tumors are formed by malignant cells and stroma that influence each other, where different types of cells in the stromal environment can be recruited by malignant cells to promote tumor growth and facilitate metastasis. The chronic inflammatory response is increasingly accepted in its relation to the pathophysiology of the onset and development of tumors, sustained cell proliferation in an environment rich in inflammatory cells, growth factors, activated stroma and DNA damage agents may increase the risk to develop a neoplasm.Methods: A search for the following keywords was performed in the PubMed database; "Ovarian cancer", "stroma", "tumor-associated macrophages", "cancer-associated fibroblasts", "cytokines", "angiogenesis", "epithelial-mesenchymal transition", and "extracellular matrix".Results: The articles identified were published in English between 1971 and 2018. A total of 154 articles were selected for further analysis. Conclusion: We consider ovarian cancer as a heterogeneous disease, not only in the sense that different histological or molecular subtypes may be behind the same clinical result, but also that multiple cell types besides cancer cells, like other non-cellular components, need to be mobilized and coordinated to support tumor survival, growth, invasion and progression.
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Affiliation(s)
- Ana Carolinne Da Silva
- Research Institute of Oncology (IPON)/Department of Gynecology and Obstetrics, Federal University of Triângulo Mineiro, Uberaba, Minas Gerais, Brazil
| | - Millena Prata Jammal
- Research Institute of Oncology (IPON)/Department of Gynecology and Obstetrics, Federal University of Triângulo Mineiro, Uberaba, Minas Gerais, Brazil
| | - Paula Carolina Arvelos Crispim
- Research Institute of Oncology (IPON)/Department of Gynecology and Obstetrics, Federal University of Triângulo Mineiro, Uberaba, Minas Gerais, Brazil
| | - Eddie Fernando Candido Murta
- Research Institute of Oncology (IPON)/Department of Gynecology and Obstetrics, Federal University of Triângulo Mineiro, Uberaba, Minas Gerais, Brazil
| | - Rosekeila Simões Nomelini
- Research Institute of Oncology (IPON)/Department of Gynecology and Obstetrics, Federal University of Triângulo Mineiro, Uberaba, Minas Gerais, Brazil
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49
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Sterzyńska K, Kaźmierczak D, Klejewski A, Świerczewska M, Wojtowicz K, Nowacka M, Brązert J, Nowicki M, Januchowski R. Expression of Osteoblast-Specific Factor 2 (OSF-2, Periostin) Is Associated with Drug Resistance in Ovarian Cancer Cell Lines. Int J Mol Sci 2019; 20:ijms20163927. [PMID: 31412536 PMCID: PMC6719218 DOI: 10.3390/ijms20163927] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Revised: 08/02/2019] [Accepted: 08/07/2019] [Indexed: 12/22/2022] Open
Abstract
One of the main obstacles to the effective treatment of ovarian cancer patients continues to be the drug resistance of cancer cells. Osteoblast-Specific Factor 2 (OSF-2, Periostin) is a secreted extracellular matrix protein (ECM) expressed in fibroblasts during bone and teeth development. Expression of OSF-2 has been also related to the progression and drug resistance of different tumors. The present study investigated the role of OSF-2 by evaluating its expression in the primary serous ovarian cancer cell line, sensitive (W1) and resistant to doxorubicin (DOX) (W1DR) and methotrexate (MTX) (W1MR). The OSF-2 transcript (real-time PCR analysis), protein expression in cell lysates and cell culture medium (western blot), and expression of the OSF-2 protein in cell lines (immunofluorescence) were investigated in this study. Increased expression of OSF-2 mRNA was observed in drug-resistant cells and followed by increased protein expression in cell culture media of drug-resistant cell lines. A subpopulation of ALDH1A1-positive cells was noted for W1DR and W1MR cell lines; however, no direct co-expression with OSF-2 was demonstrated. Both drugs induced OSF-2 expression after a short period of exposure of the drug-sensitive cell line to DOX and MTX. The obtained results indicate that OSF-2 expression might be associated with the development of DOX and MTX resistance in the primary serous W1 ovarian cancer cell line.
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Affiliation(s)
- Karolina Sterzyńska
- Department of Histology and Embryology, Poznan University of Medical Sciences, Święcickiego 6 St., 61-781 Poznań, Poland
| | - Dominika Kaźmierczak
- Department of Histology and Embryology, Poznan University of Medical Sciences, Święcickiego 6 St., 61-781 Poznań, Poland
| | - Andrzej Klejewski
- Department of Nursing, Poznan University of Medical Sciences, Smoluchowskiego 11 St., 60-179 Poznań, Poland
- Department of Obstetrics and Women's Diseases, Poznan University of Medical Sciences, Polna 33 St., 60-535 Poznań, Poland
| | - Monika Świerczewska
- Department of Histology and Embryology, Poznan University of Medical Sciences, Święcickiego 6 St., 61-781 Poznań, Poland
| | - Karolina Wojtowicz
- Department of Histology and Embryology, Poznan University of Medical Sciences, Święcickiego 6 St., 61-781 Poznań, Poland
| | - Marta Nowacka
- Department of Histology and Embryology, Poznan University of Medical Sciences, Święcickiego 6 St., 61-781 Poznań, Poland
| | - Jacek Brązert
- Department of Obstetrics and Women's Diseases, Poznan University of Medical Sciences, Polna 33 St., 60-535 Poznań, Poland
| | - Michał Nowicki
- Department of Histology and Embryology, Poznan University of Medical Sciences, Święcickiego 6 St., 61-781 Poznań, Poland
| | - Radosław Januchowski
- Department of Histology and Embryology, Poznan University of Medical Sciences, Święcickiego 6 St., 61-781 Poznań, Poland.
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50
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Liu JF, Gordon M, Veneris J, Braiteh F, Balmanoukian A, Eder JP, Oaknin A, Hamilton E, Wang Y, Sarkar I, Molinero L, Fassò M, O'Hear C, Lin YG, Emens LA. Safety, clinical activity and biomarker assessments of atezolizumab from a Phase I study in advanced/recurrent ovarian and uterine cancers. Gynecol Oncol 2019; 154:314-322. [PMID: 31204078 DOI: 10.1016/j.ygyno.2019.05.021] [Citation(s) in RCA: 90] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Revised: 05/21/2019] [Accepted: 05/27/2019] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Patients with advanced/recurrent epithelial ovarian and uterine cancers have limited treatment options beyond platinum chemotherapy. Both tumor types can express programmed death-ligand 1 (PD-L1), providing a potential therapeutic target for these patients. Here we present data from the ovarian and uterine cancer cohorts of the Phase I atezolizumab monotherapy study (PCD4989g). METHODS This Phase I, multi-center, first-in-human, open-label, dose-escalation/expansion clinical trial investigated single-agent atezolizumab in cohorts of patients with recurrent epithelial ovarian or uterine cancer. The primary objective was to evaluate the safety and tolerability of single-agent atezolizumab. Anti-tumor activity and preliminary assessment of potential biomarkers were evaluated as secondary and exploratory objectives, respectively. RESULTS The ovarian and uterine cancer cohorts enrolled 12 and 15 patients, respectively (10 [83%] and 5 [33%], respectively, had PD-L1 ≥ 5% on tumor-infiltrating immune cells). Atezolizumab was generally well tolerated with no new safety signals identified. The safety profiles in both cohorts were consistent with the known profile of atezolizumab monotherapy. Treatment-related adverse events (AEs) were mostly Grade ≤ 2, with no treatment-related Grade ≥ 4 AEs reported. Preliminary anti-tumor activity, with long durations of response, was observed in 2 patients from each cohort (ovarian cancer, 8.1 and 30.6+ months; uterine cancer, 7.3 and 16.6+ months). High microsatellite instability and tumor mutational burden were noted in the responders from the uterine cancer cohort. CONCLUSIONS Atezolizumab monotherapy was well tolerated in patients with epithelial ovarian or uterine cancer and may have clinical activity warranting further investigation. TRIAL REGISTRATION ClinicalTrials.gov identifier: NCT01375842.
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Affiliation(s)
- Joyce F Liu
- Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA 02215-5450, United States.
| | - Michael Gordon
- HonorHealth Research Institute, 10510 N 92nd St, Suite 200, Scottsdale, AZ 85258, United States.
| | - Jennifer Veneris
- University of Chicago Medicine, 5841 S Maryland Ave, Chicago, IL 60637, United States.
| | - Fadi Braiteh
- Comprehensive Cancer Centers of Nevada, 3730 S Eastern Avenue, Las Vegas, NV 89169, United States.
| | - Ani Balmanoukian
- The Angeles Clinic and Research Institute, 11818 Wilshire Blvd #200, Los Angeles, CA 90025, United States.
| | - Joseph Paul Eder
- Yale Cancer Center, Medical Oncology, PO Box 208028, New Haven, CT 06520-8028, United States.
| | - Ana Oaknin
- Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology (VHIO), Centro Cellex, Calle Natzaret, 115-117, 08035 Barcelona, Spain.
| | - Erika Hamilton
- Tennessee Oncology/Sarah Cannon Research Institute, 250 25th Ave N, Nashville, TN 37203, United States.
| | - Yulei Wang
- Genentech Inc., 1 DNA Way, South San Francisco, CA 94080, United States.
| | - Indrani Sarkar
- Genentech Inc., 1 DNA Way, South San Francisco, CA 94080, United States.
| | - Luciana Molinero
- Genentech Inc., 1 DNA Way, South San Francisco, CA 94080, United States.
| | - Marcella Fassò
- Genentech Inc., 1 DNA Way, South San Francisco, CA 94080, United States.
| | - Carol O'Hear
- Genentech Inc., 1 DNA Way, South San Francisco, CA 94080, United States.
| | - Yvonne G Lin
- Genentech Inc., 1 DNA Way, South San Francisco, CA 94080, United States.
| | - Leisha A Emens
- UPMC Hillman Cancer Center, 300 Halket St, Suite 4628, Pittsburgh, PA 15213, United States.
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