1
|
Wang Y, Yi K, Chen B, Zhang B, Jidong G. Elucidating the susceptibility to breast cancer: an in-depth proteomic and transcriptomic investigation into novel potential plasma protein biomarkers. Front Mol Biosci 2024; 10:1340917. [PMID: 38304232 PMCID: PMC10833003 DOI: 10.3389/fmolb.2023.1340917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Accepted: 12/29/2023] [Indexed: 02/03/2024] Open
Abstract
Objectives: This study aimed to identify plasma proteins that are associated with and causative of breast cancer through Proteome and Transcriptome-wide association studies combining Mendelian Randomization. Methods: Utilizing high-throughput datasets, we designed a two-phase analytical framework aimed at identifying novel plasma proteins that are both associated with and causative of breast cancer. Initially, we conducted Proteome/Transcriptome-wide association studies (P/TWAS) to identify plasma proteins with significant associations. Subsequently, Mendelian Randomization was employed to ascertain the causation. The validity and robustness of our findings were further reinforced through external validation and various sensitivity analyses, including Bayesian colocalization, Steiger filtering, heterogeneity and pleiotropy. Additionally, we performed functional enrichment analysis of the identified proteins to better understand their roles in breast cancer and to assess their potential as druggable targets. Results: We identified 5 plasma proteins demonstrating strong associations and causative links with breast cancer. Specifically, PEX14 (OR = 1.201, p = 0.016) and CTSF (OR = 1.114, p < 0.001) both displayed positive and causal association with breast cancer. In contrast, SNUPN (OR = 0.905, p < 0.001), CSK (OR = 0.962, p = 0.038), and PARK7 (OR = 0.954, p < 0.001) were negatively associated with the disease. For the ER-positive subtype, 3 plasma proteins were identified, with CSK and CTSF exhibiting consistent trends, while GDI2 (OR = 0.920, p < 0.001) was distinct to this subtype. In ER-negative subtype, PEX14 (OR = 1.645, p < 0.001) stood out as the sole protein, even showing a stronger causal effect compared to breast cancer. These associations were robustly supported by colocalization and sensitivity analyses. Conclusion: Integrating multiple data dimensions, our study successfully pinpointed plasma proteins significantly associated with and causative of breast cancer, offering valuable insights for future research and potential new biomarkers and therapeutic targets.
Collapse
Affiliation(s)
- Yang Wang
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Kexin Yi
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Baoyue Chen
- Department of General Surgery, Beijing Puren Hospital, Beijing, China
| | - Bailin Zhang
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Gao Jidong
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital and Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
| |
Collapse
|
2
|
Lin YN, Schmidt MO, Sharif GM, Vietsch EE, Kiliti AJ, Barefoot ME, Riegel AT, Wellstein A. Impaired CXCL12 signaling contributes to resistance of pancreatic cancer subpopulations to T cell-mediated cytotoxicity. Oncoimmunology 2022; 11:2027136. [PMID: 35127250 PMCID: PMC8816404 DOI: 10.1080/2162402x.2022.2027136] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 12/16/2021] [Accepted: 12/16/2021] [Indexed: 11/18/2022] Open
Abstract
Pancreatic cancer remains largely unresponsive to immune modulatory therapy attributable in part to an immunosuppressive, desmoplastic tumor microenvironment. Here, we analyze mechanisms of cancer cell-autonomous resistance to T cells. We used a 3D co-culture model of cancer cell spheroids from the KPC (LSL-KrasG12D/+ /LSL-Trp53R172H/+ /p48-Cre) pancreatic ductal adenocarcinoma (PDAC) model, to examine interactions with tumor-educated T cells isolated from draining lymph nodes of PDAC-bearing mice. Subpopulations of cancer cells resistant to these tumor-educated T cells were isolated from the in vitro co-culture and their properties compared with sensitive cancer cells. In co-culture with resistant cancer cell subpopulations, tumor-educated T cells showed reduced effector T cell functionality, reduced infiltration into tumor cell spheroids and decreased induction of apoptosis. A combination of comparative transcriptomic analyses, cytometric and immunohistochemistry techniques allowed us to dissect the role of differential gene expression and signaling pathways between sensitive and resistant cells. A decreased expression of the chemokine CXCL12 (SDF-1) was revealed as a common feature in the resistant cell subpopulations. Adding back CXCL12 reversed the resistant phenotype and was inhibited by the CXCR4 inhibitor AMD3100 (plerixafor). We conclude that reduced CXCL12 signaling contributes to PDAC subpopulation resistance to T cell-mediated attack.
Collapse
Affiliation(s)
- Yuan-Na Lin
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
| | - Marcel O. Schmidt
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
| | - Ghada M. Sharif
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
| | - Eveline E. Vietsch
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
- Department of Surgery, Erasmus Mc, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Amber J. Kiliti
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
| | - Megan E. Barefoot
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
| | - Anna T. Riegel
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
| | - Anton Wellstein
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
| |
Collapse
|
3
|
Kosaka A, Ishibashi K, Nagato T, Kitamura H, Fujiwara Y, Yasuda S, Nagata M, Harabuchi S, Hayashi R, Yajima Y, Ohara K, Kumai T, Aoki N, Komohara Y, Oikawa K, Harabuchi Y, Kitada M, Kobayashi H, Ohkuri T. CD47 blockade enhances the efficacy of intratumoral STING-targeting therapy by activating phagocytes. J Exp Med 2021; 218:212661. [PMID: 34559187 PMCID: PMC8480673 DOI: 10.1084/jem.20200792] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 07/13/2021] [Accepted: 09/03/2021] [Indexed: 01/18/2023] Open
Abstract
Activation of STING signaling plays an important role in anti-tumor immunity, and we previously reported the anti-tumor effects of STING through accumulation of M1-like macrophages in tumor tissue treated with a STING agonist. However, myeloid cells express SIRPα, an inhibitory receptor for phagocytosis, and its receptor, CD47, is overexpressed in various cancer types. Based on our findings that breast cancer patients with highly expressed CD47 have poor survival, we evaluated the therapeutic efficacy and underlying mechanisms of combination therapy with the STING ligand cGAMP and an antagonistic anti-CD47 mAb using E0771 mouse breast cancer cells. Anti-CD47 mAb monotherapy did not suppress tumor growth in our setting, whereas cGAMP and anti-CD47 mAb combination therapy inhibited tumor growth. The combination therapy enhanced phagocytosis of tumor cells and induced systemic anti-tumor immune responses, which rely on STING and type I IFN signaling. Taken together, our findings indicate that coadministration of cGAMP and an antagonistic anti-CD47 mAb may be promising for effective cancer immunotherapy.
Collapse
Affiliation(s)
- Akemi Kosaka
- Department of Pathology, Asahikawa Medical University, Asahikawa, Japan
| | - Kei Ishibashi
- Department of Pathology, Asahikawa Medical University, Asahikawa, Japan.,Respiratory and Breast Center, Asahikawa Medical University Hospital, Asahikawa, Japan
| | - Toshihiro Nagato
- Department of Pathology, Asahikawa Medical University, Asahikawa, Japan
| | - Hidemitsu Kitamura
- Division of Functional Immunology, Section of Disease Control, Institute for Genetic Medicine, Hokkaido University, Sapporo, Japan
| | - Yukio Fujiwara
- Department of Cell Pathology, Graduate School of Medical Sciences, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Syunsuke Yasuda
- Respiratory and Breast Center, Asahikawa Medical University Hospital, Asahikawa, Japan
| | - Marino Nagata
- Department of Pathology, Asahikawa Medical University, Asahikawa, Japan
| | - Shohei Harabuchi
- Department of Pathology, Asahikawa Medical University, Asahikawa, Japan.,Department of Otolaryngology, Head and Neck Surgery, Asahikawa Medical University, Asahikawa, Japan
| | - Ryusuke Hayashi
- Department of Pathology, Asahikawa Medical University, Asahikawa, Japan.,Department of Otolaryngology, Head and Neck Surgery, Asahikawa Medical University, Asahikawa, Japan
| | - Yuki Yajima
- Department of Pathology, Asahikawa Medical University, Asahikawa, Japan
| | - Kenzo Ohara
- Department of Otolaryngology, Head and Neck Surgery, Asahikawa Medical University, Asahikawa, Japan
| | - Takumi Kumai
- Department of Otolaryngology, Head and Neck Surgery, Asahikawa Medical University, Asahikawa, Japan
| | - Naoko Aoki
- Department of Pathology, Asahikawa Medical University, Asahikawa, Japan
| | - Yoshihiro Komohara
- Department of Cell Pathology, Graduate School of Medical Sciences, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Kensuke Oikawa
- Department of Pathology, Asahikawa Medical University, Asahikawa, Japan
| | - Yasuaki Harabuchi
- Department of Otolaryngology, Head and Neck Surgery, Asahikawa Medical University, Asahikawa, Japan
| | - Masahiro Kitada
- Respiratory and Breast Center, Asahikawa Medical University Hospital, Asahikawa, Japan
| | - Hiroya Kobayashi
- Department of Pathology, Asahikawa Medical University, Asahikawa, Japan
| | - Takayuki Ohkuri
- Department of Pathology, Asahikawa Medical University, Asahikawa, Japan
| |
Collapse
|
4
|
Bai X, Ni J, Beretov J, Graham P, Li Y. Immunotherapy for triple-negative breast cancer: A molecular insight into the microenvironment, treatment, and resistance. JOURNAL OF THE NATIONAL CANCER CENTER 2021; 1:75-87. [PMID: 39036372 PMCID: PMC11256541 DOI: 10.1016/j.jncc.2021.06.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 06/29/2021] [Accepted: 06/30/2021] [Indexed: 12/12/2022] Open
Abstract
Clinicians have very limited options to treat triple-negative breast cancer (TNBC) due to the lack of effective targeted drugs. Recently, the findings of the mechanism underlying tumor-intrinsic immune escape have fueled a wave of studies into immunotherapy in breast cancer (BC). Compared with other BC subtypes, TNBC shows a better response to immunotherapy due to the higher level of tumor mutation burden and lymphocyte infiltration. Thereinto, immune checkpoint inhibitors (ICIs) achieved the first success of immunotherapy for TNBC and are widely utilized with conventional treatments in the neoadjuvant/adjuvant and advanced stages. However, a large number of TNBC patients fail to demonstrate a good response to ICIs, and the acquired resistance to ICI-based therapies is clinically emerging, which is a major challenge for immunotherapy in TNBC. Here we review the latest advances in TNBC immune microenvironment, immunotherapy, and immunotherapeutic resistance and discuss the challenges and potential approaches to improve the clinical benefit of immunotherapy against TNBC.
Collapse
Affiliation(s)
- Xupeng Bai
- St George and Sutherland Clinical School, Faculty of Medicine, UNSW Sydney, Kensington, NSW 2052, Australia
- Cancer Care Centre, St. George Hospital, Kogarah, NSW 2217, Australia
| | - Jie Ni
- St George and Sutherland Clinical School, Faculty of Medicine, UNSW Sydney, Kensington, NSW 2052, Australia
- Cancer Care Centre, St. George Hospital, Kogarah, NSW 2217, Australia
| | - Julia Beretov
- St George and Sutherland Clinical School, Faculty of Medicine, UNSW Sydney, Kensington, NSW 2052, Australia
- Cancer Care Centre, St. George Hospital, Kogarah, NSW 2217, Australia
- Anatomical Pathology, NSW Health Pathology, St. George Hospital, Kogarah, NSW 2217, Australia
| | - Peter Graham
- St George and Sutherland Clinical School, Faculty of Medicine, UNSW Sydney, Kensington, NSW 2052, Australia
- Cancer Care Centre, St. George Hospital, Kogarah, NSW 2217, Australia
| | - Yong Li
- St George and Sutherland Clinical School, Faculty of Medicine, UNSW Sydney, Kensington, NSW 2052, Australia
- Cancer Care Centre, St. George Hospital, Kogarah, NSW 2217, Australia
- School of Basic Medicine, Zhengzhou University, Zhengzhou 450001, China
| |
Collapse
|
5
|
Roarty K, Echeverria GV. Laboratory Models for Investigating Breast Cancer Therapy Resistance and Metastasis. Front Oncol 2021; 11:645698. [PMID: 33777805 PMCID: PMC7988094 DOI: 10.3389/fonc.2021.645698] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 01/28/2021] [Indexed: 01/16/2023] Open
Abstract
While numerous therapies are highly efficacious in early-stage breast cancers and in particular subsets of breast cancers, therapeutic resistance and metastasis unfortunately arise in many patients. In many cases, tumors that are resistant to standard of care therapies, as well as tumors that have metastasized, are treatable but incurable with existing clinical strategies. Both therapy resistance and metastasis are multi-step processes during which tumor cells must overcome diverse environmental and selective hurdles. Mechanisms by which tumor cells achieve this are numerous and include acquisition of invasive and migratory capabilities, cell-intrinsic genetic and/or epigenetic adaptations, clonal selection, immune evasion, interactions with stromal cells, entering a state of dormancy or senescence, and maintaining self-renewal capacity. To overcome therapy resistance and metastasis in breast cancer, the ability to effectively model each of these mechanisms in the laboratory is essential. Herein we review historic and the current state-of-the-art laboratory model systems and experimental approaches used to investigate breast cancer metastasis and resistance to standard of care therapeutics. While each model system has inherent limitations, they have provided invaluable insights, many of which have translated into regimens undergoing clinical evaluation. We will discuss the limitations and advantages of a variety of model systems that have been used to investigate breast cancer metastasis and therapy resistance and outline potential strategies to improve experimental modeling to further our knowledge of these processes, which will be crucial for the continued development of effective breast cancer treatments.
Collapse
Affiliation(s)
- Kevin Roarty
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, United States.,Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, United States
| | - Gloria V Echeverria
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, United States.,Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, United States.,Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, United States.,Department of Medicine, Baylor College of Medicine, Houston, TX, United States
| |
Collapse
|
6
|
Jamin SP, Hikmet F, Mathieu R, Jégou B, Lindskog C, Chalmel F, Primig M. Combined RNA/tissue profiling identifies novel Cancer/testis genes. Mol Oncol 2021; 15:3003-3023. [PMID: 33426787 PMCID: PMC8564638 DOI: 10.1002/1878-0261.12900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 11/19/2020] [Accepted: 12/24/2020] [Indexed: 11/14/2022] Open
Abstract
Cancer/Testis (CT) genes are induced in germ cells, repressed in somatic cells, and derepressed in somatic tumors, where these genes can contribute to cancer progression. CT gene identification requires data obtained using standardized protocols and technologies. This is a challenge because data for germ cells, gonads, normal somatic tissues, and a wide range of cancer samples stem from multiple sources and were generated over substantial periods of time. We carried out a GeneChip‐based RNA profiling analysis using our own data for testis and enriched germ cells, data for somatic cancers from the Expression Project for Oncology, and data for normal somatic tissues from the Gene Omnibus Repository. We identified 478 candidate loci that include known CT genes, numerous genes associated with oncogenic processes, and novel candidates that are not referenced in the Cancer/Testis Database (www.cta.lncc.br). We complemented RNA expression data at the protein level for SPESP1, GALNTL5, PDCL2, and C11orf42 using cancer tissue microarrays covering malignant tumors of breast, uterus, thyroid, and kidney, as well as published RNA profiling and immunohistochemical data provided by the Human Protein Atlas (www.proteinatlas.org). We report that combined RNA/tissue profiling identifies novel CT genes that may be of clinical interest as therapeutical targets or biomarkers. Our findings also highlight the challenges of detecting truly germ cell‐specific mRNAs and the proteins they encode in highly heterogenous testicular, somatic, and tumor tissues.
Collapse
Affiliation(s)
- Soazik P Jamin
- Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S, Univ Rennes, France
| | - Feria Hikmet
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Rudbeck Laboratory, Uppsala University, Sweden
| | - Romain Mathieu
- Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S, Univ Rennes, France.,Department of Urology, University Hospital, Rennes, France
| | - Bernard Jégou
- Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S, Univ Rennes, France
| | - Cecilia Lindskog
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Rudbeck Laboratory, Uppsala University, Sweden
| | - Frédéric Chalmel
- Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S, Univ Rennes, France
| | - Michael Primig
- Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S, Univ Rennes, France
| |
Collapse
|
7
|
Trotter TN, Shuptrine CW, Tsao LC, Marek RD, Acharya C, Wei JP, Yang XY, Lei G, Wang T, Lyerly HK, Hartman ZC. IL26, a Noncanonical Mediator of DNA Inflammatory Stimulation, Promotes TNBC Engraftment and Progression in Association with Neutrophils. Cancer Res 2020; 80:3088-3100. [PMID: 32366475 DOI: 10.1158/0008-5472.can-18-3825] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 05/23/2019] [Accepted: 04/29/2020] [Indexed: 01/19/2023]
Abstract
IL26 is a unique amphipathic member of the IL10 family of cytokines that participates in inflammatory signaling through a canonical receptor pathway. It also directly binds DNA to facilitate cellular transduction and intracellular inflammatory signaling. Although IL26 has almost no described role in cancer, our in vivo screen of inflammatory and cytokine pathway genes revealed IL26 to be one of the most significant inflammatory mediators of mammary engraftment and lung metastatic growth in triple-negative breast cancer (TNBC). Examination of human breast cancers demonstrated elevated IL26 transcripts in TNBC specimens, specifically in tumor cells as well as in Th17 CD4+ T cells within clinical TNBC specimens. IL26 did not have an autocrine effect on human TNBC cells, but rather its effect on engraftment and growth in vivo required neutrophils. IL26 enhanced mouse-derived DNA induction of inflammatory cytokines, which were collectively important for mammary and metastatic lung engraftment. To neutralize this effect, we developed a novel IL26 vaccine to stimulate antibody production and suppress IL26-enhanced engraftment in vivo, suggesting that targeting this inflammatory amplifier could be a unique means to control cancer-promoting inflammation in TNBC and other autoimmune diseases. Thus, we identified IL26 as a novel key modulator of TNBC metastasis and a potential therapeutic target in TNBC as well as other diseases reliant upon IL26-mediated inflammatory stimulation. SIGNIFICANCE: These findings identify IL26 as a unique, clinically relevant, inflammatory amplifier that enhances TNBC engraftment and dissemination in association with neutrophils, which has potential as a therapeutic target. GRAPHICAL ABSTRACT: http://cancerres.aacrjournals.org/content/canres/80/15/3088/F1.large.jpg.
Collapse
Affiliation(s)
| | | | - Li-Chung Tsao
- Department of Surgery, Duke University, Durham, North Carolina
| | - Robert D Marek
- Department of Pathology/Immunology, Duke University, Durham, North Carolina
| | | | - Jun-Ping Wei
- Department of Surgery, Duke University, Durham, North Carolina
| | - Xiao-Yi Yang
- Department of Surgery, Duke University, Durham, North Carolina
| | - Gangjun Lei
- Department of Surgery, Duke University, Durham, North Carolina
| | - Tao Wang
- Department of Surgery, Duke University, Durham, North Carolina
| | | | - Zachary C Hartman
- Department of Surgery, Duke University, Durham, North Carolina. .,Department of Pathology/Immunology, Duke University, Durham, North Carolina
| |
Collapse
|
8
|
RNA interference screening methods to identify proliferation determinants and mechanisms of resistance to immune attack. Methods Enzymol 2020; 636:299-322. [PMID: 32178823 DOI: 10.1016/bs.mie.2019.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
Abstract
We have used RNA interference (RNAi) screening technology to reveal unknown components of biological signaling pathways including survival mechanisms of estrogen-independent breast cancer cell growth and cancer cell resistance to immune attack. In this chapter, a detailed protocol describing the use of RNAi screening to identify factors important for the proliferation of estrogen-independent MCF7 breast cancer cells will be described. Resistance to therapies that target the estrogen pathway remains a challenge in the treatment of estrogen receptor-positive breast cancer. To address this challenge, small interfering-RNA (siRNA)-based libraries targeting an estrogen receptor (ER)- and aromatase-centered network, including 631 genes relevant to estrogen signaling, was designed and constructed for RNAi screening. This protocol will include the following parts: (1) selection of RNAi transfection reagent for specific cells; (2) optimization of RNAi screening conditions using Z'-factor; (3) procedure of ER-network gene siRNA library screening using automated machines under optimized experimental conditions; and (4) method of analysis for RNAi screening data to identify specific determinants important for cell proliferation. 46 genes were found to be selectively required for the survival of estrogen-independent MCF7-derived cells.
Collapse
|
9
|
Yuan J, Shi X, Chen C, He H, Liu L, Wu J, Yan H. High expression of CD47 in triple negative breast cancer is associated with epithelial-mesenchymal transition and poor prognosis. Oncol Lett 2019; 18:3249-3255. [PMID: 31452802 PMCID: PMC6676440 DOI: 10.3892/ol.2019.10618] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2019] [Accepted: 06/13/2019] [Indexed: 12/20/2022] Open
Abstract
CD47 functions as a dominant anti-engulfment signal on tumour cells and is overexpressed in various malignant tumours. However, the expression and functional significance of CD47 in triple-negative breast cancer (TNBC) is not completely understood. In the present study, CD47 was demonstrated to be overexpressed in TNBC solid tumours. Moreover, increased CD47 expression was significantly associated with an advanced tumour-node-metastasis stage, lymph node involvement and recurrence. Moreover, CD47 was an unfavourable and independent prognostic factor for 5-year disease-free survival in patients with TNBC. In addition, the expression of CD47 was associated with several markers of epithelial-mesenchymal transition (EMT). The present study was the first to demonstrate an association between increased expression of CD47 with EMT and poor prognosis of TNBC. Thus, CD47 may be a potential prognostic biomarker and therapeutic target for TNBC.
Collapse
Affiliation(s)
- Jingping Yuan
- Department of Pathology, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Xuehui Shi
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan, Hubei 430072, P.R. China
| | - Chuang Chen
- Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Huihua He
- Department of Pathology, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Lin Liu
- Department of Pathology, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Juan Wu
- Department of Pathology, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Honglin Yan
- Department of Pathology, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| |
Collapse
|
10
|
Tumor mechanisms of resistance to immune attack. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2019; 164:61-100. [PMID: 31383409 DOI: 10.1016/bs.pmbts.2019.03.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The immune system plays a key role in the interactions between host and tumor. Immune selection pressure is a driving force behind the sculpting and evolution of malignant cancer cells to escape this immune attack. Several common tumor cell-based mechanisms of resistance to immune attack have been identified and can be broadly categorized into three main classes: loss of antigenicity, loss of immunogenicity, and creation of an immunosuppressive microenvironment. In this review, we will discuss in detail the relevant literature associated with each class of resistance and will describe the relevance of these mechanisms to human cancer patients. To conclude, we will outline the implications these mechanisms have for the treatment of cancer using currently available therapeutic approaches. Immunotherapy has been a successful addition to current treatment approaches, but many patients either do not respond or quickly become resistant. This reflects the ability of tumors to continue to adapt to immune selection pressure at all stages of development. Additional study of immune escape mechanisms and immunotherapy resistance mechanisms will be needed to inform future treatment approaches.
Collapse
|
11
|
Ajina R, Zamalin D, Weiner LM. Functional genomics: paving the way for more successful cancer immunotherapy. Brief Funct Genomics 2019; 18:86-98. [PMID: 29762641 PMCID: PMC6430032 DOI: 10.1093/bfgp/ely017] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Immunotherapies have revolutionized cancer treatment. Immunotherapy is effective for the treatment of a wide range of cancer types and can mediate complete and durable tumor regression. Nonetheless, the field still faces many significant challenges, such as the need for personalized therapeutic strategies and better biomarkers, the difficulty of selecting the right combination therapy, and resistance to currently available immunotherapies. Both cancer and host immunity comprise significantly diverse and complex ecosystems, making immunogenomics an ideal field for functional genomics analysis. In this review, we describe the cancer-immunity cycle, how cancer cells manage to evade immune attack and the current hurdles in the path of cancer immunotherapy. Then, we discuss how functional genomics approaches can pave the way for more successful cancer immunotherapies.
Collapse
|
12
|
Dheilly E, Majocchi S, Moine V, Didelot G, Broyer L, Calloud S, Malinge P, Chatel L, Ferlin WG, Kosco-Vilbois MH, Fischer N, Masternak K. Tumor-Directed Blockade of CD47 with Bispecific Antibodies Induces Adaptive Antitumor Immunity. Antibodies (Basel) 2018; 7:antib7010003. [PMID: 31544856 PMCID: PMC6698848 DOI: 10.3390/antib7010003] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Revised: 12/22/2017] [Accepted: 12/22/2017] [Indexed: 01/02/2023] Open
Abstract
CD47 serves as an anti-phagocytic receptor that is upregulated by cancer to promote immune escape. As such, CD47 is the focus of intense immuno-oncology drug development efforts. However, as CD47 is expressed ubiquitously, clinical development of conventional drugs, e.g., monoclonal antibodies, is confronted with patient safety issues and poor pharmacology due to the widespread CD47 “antigen sink”. A potential solution is tumor-directed blockade of CD47, which can be achieved with bispecific antibodies (biAbs). Using mouse CD47-blocking biAbs in a syngeneic tumor model allowed us to evaluate the efficacy of tumor-directed blockade of CD47 in the presence of the CD47 antigen sink and a functional adaptive immune system. We show here that CD47-targeting biAbs inhibited tumor growth in vivo, promoting durable antitumor responses and stimulating CD8+ T cell activation in vitro. In vivo efficacy of the biAbs could be further enhanced when combined with chemotherapy or PD-1/PD-L1 immune checkpoint blockade. We also show that selectivity and pharmacological properties of the biAb are dependent on the affinity of the anti-CD47 arm. Taken together, our study validates the approach to use CD47-blocking biAbs either as a monotherapy or part of a multi-drug approach to enhance antitumor immunity.
Collapse
Affiliation(s)
- Elie Dheilly
- Novimmune S.A., 14 chemin des Aulx, CH-1228 Geneva, Switzerland.
| | - Stefano Majocchi
- Novimmune S.A., 14 chemin des Aulx, CH-1228 Geneva, Switzerland.
| | - Valéry Moine
- Novimmune S.A., 14 chemin des Aulx, CH-1228 Geneva, Switzerland.
| | - Gérard Didelot
- Novimmune S.A., 14 chemin des Aulx, CH-1228 Geneva, Switzerland.
| | - Lucile Broyer
- Novimmune S.A., 14 chemin des Aulx, CH-1228 Geneva, Switzerland.
| | | | - Pauline Malinge
- Novimmune S.A., 14 chemin des Aulx, CH-1228 Geneva, Switzerland.
| | - Laurence Chatel
- Novimmune S.A., 14 chemin des Aulx, CH-1228 Geneva, Switzerland.
| | - Walter G Ferlin
- Novimmune S.A., 14 chemin des Aulx, CH-1228 Geneva, Switzerland.
| | | | - Nicolas Fischer
- Novimmune S.A., 14 chemin des Aulx, CH-1228 Geneva, Switzerland.
| | | |
Collapse
|