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Pan Y, Han H, Hu H, Wang H, Song Y, Hao Y, Tong X, Patel AS, Misirlioglu S, Tang S, Huang HY, Geng K, Chen T, Karatza A, Sherman F, Labbe KE, Yang F, Chafitz A, Peng C, Guo C, Moreira AL, Velcheti V, Lau SCM, Sui P, Chen H, Diehl JA, Rustgi AK, Bass AJ, Poirier JT, Zhang X, Ji H, Zhang H, Wong KK. KMT2D deficiency drives lung squamous cell carcinoma and hypersensitivity to RTK-RAS inhibition. Cancer Cell 2023; 41:88-105.e8. [PMID: 36525973 PMCID: PMC10388706 DOI: 10.1016/j.ccell.2022.11.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 09/06/2022] [Accepted: 11/22/2022] [Indexed: 12/16/2022]
Abstract
Lung squamous cell carcinoma (LUSC) represents a major subtype of lung cancer with limited treatment options. KMT2D is one of the most frequently mutated genes in LUSC (>20%), and yet its role in LUSC oncogenesis remains unknown. Here, we identify KMT2D as a key regulator of LUSC tumorigenesis wherein Kmt2d deletion transforms lung basal cell organoids to LUSC. Kmt2d loss increases activation of receptor tyrosine kinases (RTKs), EGFR and ERBB2, partly through reprogramming the chromatin landscape to repress the expression of protein tyrosine phosphatases. These events provoke a robust elevation in the oncogenic RTK-RAS signaling. Combining SHP2 inhibitor SHP099 and pan-ERBB inhibitor afatinib inhibits lung tumor growth in Kmt2d-deficient LUSC murine models and in patient-derived xenografts (PDXs) harboring KMT2D mutations. Our study identifies KMT2D as a pivotal epigenetic modulator for LUSC oncogenesis and suggests that KMT2D loss renders LUSC therapeutically vulnerable to RTK-RAS inhibition.
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Affiliation(s)
- Yuanwang Pan
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Han Han
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Hai Hu
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Hua Wang
- State Key Laboratory of Cell Biology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
| | - Yueqiang Song
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yuan Hao
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA; Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, NY, USA
| | - Xinyuan Tong
- State Key Laboratory of Cell Biology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
| | - Ayushi S Patel
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Selim Misirlioglu
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Sittinon Tang
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Hsin-Yi Huang
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Ke Geng
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Ting Chen
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Angeliki Karatza
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Fiona Sherman
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Kristen E Labbe
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Fan Yang
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Alison Chafitz
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Chengwei Peng
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Chenchen Guo
- State Key Laboratory of Cell Biology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
| | - Andre L Moreira
- Department of Pathology, New York University School of Medicine, New York, NY, USA
| | - Vamsidhar Velcheti
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Sally C M Lau
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Pengfei Sui
- State Key Laboratory of Cell Biology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
| | - Haiquan Chen
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
| | - J Alan Diehl
- Department of Biochemistry, Case Western Reserve University and Case Comprehensive Cancer Center, Cleveland, OH, USA
| | - Anil K Rustgi
- Herbert Irving Comprehensive Cancer Center, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA
| | - Adam J Bass
- Herbert Irving Comprehensive Cancer Center, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA
| | - John T Poirier
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Xiaoyang Zhang
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Hongbin Ji
- State Key Laboratory of Cell Biology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China; School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou 310024, China.
| | - Hua Zhang
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA; Hillman Cancer Center, UPMC, Pittsburgh, PA 15232, USA; Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
| | - Kwok-Kin Wong
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA.
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Abstract
BACKGROUND This study aimed to systematically analyze the association between long-term use of proton pump inhibitors (PPIs) and the risk of gastric cancer (GC). METHODS We performed a systematic search of articles on the relationship between long-term use of PPIs and the risk of GC from PubMed and EMBASE. We calculated the pooled odds ratio of GC in PPI users compared to non-PPI users using random-effects models. RESULTS This meta-analysis included 18 studies from 20 different databases with 4348,905 patients enrolled. In the random effects model, we found that an increased risk of GC among PPI users (OR = 1.94; 95% CI [1.43, 2.64]). The long-term use of PPIs compared with histamine-2 receptor antagonist users did not increase the risk of GC (OR = 1.65; 95% CI [0.92, 2.97]). Stratified analysis showed that PPI users had a significantly increased risk of noncardia GC (OR = 2.53; 95% CI [2.03, 3.15]), but had a relatively small relationship with the risk of gastric cardia cancer. (OR = 1.79; 95% CI [1.06, 3.03]). With the extension of PPI use time, the estimated risk value decreases (<1 year: OR = 6.33, 95% CI [3.76, 10.65]; 1-3 years: OR = 1.82, 95% CI [1.30, 2.55]; >3 years: OR = 1.25, 95% CI [1.00, 1.56]). Despite Helicobacter pylori eradication, the long-term use of PPIs did not alter the increased risk of GC (OR = 2.29; 95% CI [1.57, 3.33]). CONCLUSION Our meta-analysis found that PPI use may be associated with an increased risk of GC. Further research on the causal relationship between these factors is necessary.
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Affiliation(s)
- Huiqin Gao
- Department of Gastroenterology, Guoyang County People’s Hospital, Guoyang Branch of Anhui Provincial Hospital, Guoyang, Anhui, China
| | - Lunan Li
- Department of Gastroenterology, NO.2 People’s Hospital of Fuyang City, Fuyang, Anhui, China
| | - Ke Geng
- Department of Gastroenterology, Guoyang County People’s Hospital, Guoyang Branch of Anhui Provincial Hospital, Guoyang, Anhui, China
| | - Changzheng Teng
- Department of Gastroenterology, Guoyang County People’s Hospital, Guoyang Branch of Anhui Provincial Hospital, Guoyang, Anhui, China
| | - Yuanyuan Chen
- Department of Gastroenterology, Guoyang County People’s Hospital, Guoyang Branch of Anhui Provincial Hospital, Guoyang, Anhui, China
| | - Fei Chu
- Department of Gastroenterology, Guoyang County People’s Hospital, Guoyang Branch of Anhui Provincial Hospital, Guoyang, Anhui, China
| | - Yi Zhao
- Department of Gastroenterology, Guoyang County People’s Hospital, Guoyang Branch of Anhui Provincial Hospital, Guoyang, Anhui, China
- *Correspondence: Yi Zhao, Department of Gastroenterology, Guoyang County People’s Hospital, Guoyang Branch of Anhui Provincial Hospital, No. 189 Xiangyang Road, Guoyang 233600, Anhui, China (e-mail: )
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3
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Pan Y, Hao Y, Han H, Chen T, Ding H, Labbe KE, Shum E, Guidry K, Hu H, Sherman F, Geng K, Stephens J, Chafitz A, Tang S, Huang HY, Peng C, Almonte C, Lopes JE, Losey HC, Winquist RJ, Velcheti V, Zhang H, Wong KK. Nemvaleukin alfa, a novel engineered IL-2 fusion protein, drives antitumor immunity and inhibits tumor growth in small cell lung cancer. J Immunother Cancer 2022; 10:jitc-2022-004913. [PMID: 36472839 PMCID: PMC9462379 DOI: 10.1136/jitc-2022-004913] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/28/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Small cell lung cancer (SCLC) is a deadly disease with a 5-year survival of less than 7%. The addition of immunotherapy to chemotherapy was recently approved as first-line treatment; however, the improved clinical benefit is modest, highlighting an urgent need for new treatment strategies. Nemvaleukin alfa, a novel engineered interleukin-2 fusion protein currently in phase I-III studies, is designed to selectively expand cytotoxic natural killer (NK) cells and CD8+ T cells. Here, using a novel SCLC murine model, we investigated the effects of a mouse version of nemvaleukin (mNemvaleukin) on tumor growth and antitumor immunity. METHODS A novel Rb1 -/- p53 -/- p130 -/- SCLC model that mimics human disease was generated. After confirming tumor burden by MRI, mice were randomized into four treatment groups: vehicle, mNemvaleukin alone, chemotherapy (cisplatin+etoposide) alone, or the combination of mNemvaleukin and chemotherapy. Tumor growth was measured by MRI and survival was recorded. Tumor-infiltrating lymphocytes and peripheral blood immune cells were analyzed by flow cytometry. Cytokine and chemokine secretion were quantified and transcriptomic analysis was performed to characterize the immune gene signatures. RESULTS mNemvaleukin significantly inhibited SCLC tumor growth, which was further enhanced by the addition of chemotherapy. Combining mNemvaleukin with chemotherapy provided the most significant survival benefit. Profiling of tumor-infiltrating lymphocytes revealed mNemvaleukin expanded the total number of tumor-infiltrating NK and CD8+ T cells. Furthermore, mNemvaleukin increased the frequencies of activated and proliferating NK and CD8+ T cells in tumors. Similar immune alterations were observed in the peripheral blood of mNemvaleukin-treated mice. Of note, combining mNemvaleukin with chemotherapy had the strongest effects in activating effector and cytotoxic CD8+ T cells. mNemvaleukin alone, and in combination with chemotherapy, promoted proinflammatory cytokine and chemokine production, which was further confirmed by transcriptomic analysis. CONCLUSIONS mNemvaleukin, a novel cytokine-based immunotherapy, significantly inhibited murine SCLC tumor growth and prolonged survival, which was further enhanced by the addition of chemotherapy. mNemvaleukin alone, and in combination with chemotherapy, drove a strong antitumor immune program elicited by cytotoxic immune cells. Our findings support the evaluation of nemvaleukin alone or in combination with chemotherapy in clinical trials for the treatment of SCLC.
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Affiliation(s)
- Yuanwang Pan
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Yuan Hao
- Applied Bioinformatics Laboratories, Office of Science and Research, New York University Grossman School of Medicine, New York, New York, USA
| | - Han Han
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Ting Chen
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Hailin Ding
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Kristen E Labbe
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Elaine Shum
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Kayla Guidry
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Hai Hu
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Fiona Sherman
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Ke Geng
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Janaye Stephens
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Alison Chafitz
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Sittinon Tang
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Hsin-Yi Huang
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Chengwei Peng
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Christina Almonte
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | | | | | | | - Vamsidhar Velcheti
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Hua Zhang
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
| | - Kwok-Kin Wong
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York, USA
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4
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Huang Q, Li F, Hu H, Fang Z, Gao Z, Xia G, Ng WL, Khodadadi-Jamayran A, Chen T, Deng J, Zhang H, Almonte C, Labbe K, Han H, Geng K, Tang S, Freeman GJ, Li Y, Chen H, Wong KK. Loss of TSC1/TSC2 sensitizes immune checkpoint blockade in non-small cell lung cancer. Sci Adv 2022; 8:eabi9533. [PMID: 35119931 PMCID: PMC8816329 DOI: 10.1126/sciadv.abi9533] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Tuberous sclerosis complex subunit 1 (TSC1) and 2 (TSC2) are frequently mutated in non-small cell lung cancer (NSCLC), however, their effects on antitumor immunity remained unexplored. A CRISPR screening in murine KrasG12D/Trp53-/- (KP) model identified Tsc1 and Tsc2 as potent regulators of programmed cell death ligand 1 (Pd-l1) expression in vitro and sensitivity to anti-programmed cell death receptor 1 (PD-1) treatment in vivo. TSC1 or TSC2 knockout (KO) promoted the transcriptional and membrane expression of PD-L1 in cell lines. TSC2-deficient tumors manifested an inflamed microenvironment in patient samples and The Cancer Genome Atlas dataset. In syngeneic murine models, KP-Tsc2-KO tumors showed notable response to anti-PD-1 antibody treatment, but Tsc2-wild-type tumors did not. Patients with TSC1/TSC2-mutant NSCLC receiving immune checkpoint blockade (ICB) had increased durable clinical benefit and survival. Collectively, TSC1/TSC2 loss defines a distinct subtype of NSCLC characterized as inflamed tumor microenvironment and superior sensitivity to ICB.
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Affiliation(s)
- Qingyuan Huang
- Department of Thoracic Surgery and State Key
Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center,
Shanghai, China
- Institute of Thoracic Oncology, Fudan University,
Shanghai, China
| | - Fei Li
- Department of Pathology, School of Basic Medical
Sciences, Fudan University, Shanghai, China
- Corresponding author. (H.C.); (K.-K.W.);
(F.L.)
| | - Hai Hu
- Laura and Isaac Perlmutter Cancer Center, New York
University Grossman School of Medicine, NYU Langone Health, New York, NY,
USA
| | - Zhaoyuan Fang
- State Key Laboratory of Cell Biology, Innovation
Center for Cell Signaling Network, CAS Center for Excellence in Molecular Cell
Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of
Sciences, University of Chinese Academy of Sciences, Shanghai, China
| | - Zhendong Gao
- Department of Thoracic Surgery and State Key
Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center,
Shanghai, China
- Institute of Thoracic Oncology, Fudan University,
Shanghai, China
| | - Guozhan Xia
- Department of Thoracic Surgery and State Key
Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center,
Shanghai, China
- Institute of Thoracic Oncology, Fudan University,
Shanghai, China
| | - Wai-Lung Ng
- School of Pharmacy, Faculty of Medicine, The Chinese
University of Hong Kong, Sha Tin, Hong Kong SAR, China
| | - Alireza Khodadadi-Jamayran
- Applied Bioinformatics Laboratories and Genome
Technology Center, Division of Advanced Research Technologies, New York
University Langone Medical Center, New York, NY, USA
| | - Ting Chen
- Laura and Isaac Perlmutter Cancer Center, New York
University Grossman School of Medicine, NYU Langone Health, New York, NY,
USA
| | - Jiehui Deng
- Laura and Isaac Perlmutter Cancer Center, New York
University Grossman School of Medicine, NYU Langone Health, New York, NY,
USA
| | - Hua Zhang
- Laura and Isaac Perlmutter Cancer Center, New York
University Grossman School of Medicine, NYU Langone Health, New York, NY,
USA
| | - Christina Almonte
- Laura and Isaac Perlmutter Cancer Center, New York
University Grossman School of Medicine, NYU Langone Health, New York, NY,
USA
| | - Kristen Labbe
- Laura and Isaac Perlmutter Cancer Center, New York
University Grossman School of Medicine, NYU Langone Health, New York, NY,
USA
| | - Han Han
- Laura and Isaac Perlmutter Cancer Center, New York
University Grossman School of Medicine, NYU Langone Health, New York, NY,
USA
| | - Ke Geng
- Laura and Isaac Perlmutter Cancer Center, New York
University Grossman School of Medicine, NYU Langone Health, New York, NY,
USA
| | - Sittinon Tang
- Laura and Isaac Perlmutter Cancer Center, New York
University Grossman School of Medicine, NYU Langone Health, New York, NY,
USA
| | - Gordon J. Freeman
- Department of Medical Oncology, Dana-Farber Cancer
Institute, Boston, MA, USA
- Department of Medicine, Brigham and Women’s
Hospital, Harvard Medical School, Boston, MA, USA
| | - Yuan Li
- Department of Pathology, Fudan University Shanghai
Cancer Center, Shanghai, China
| | - Haiquan Chen
- Department of Thoracic Surgery and State Key
Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center,
Shanghai, China
- Institute of Thoracic Oncology, Fudan University,
Shanghai, China
- Corresponding author. (H.C.); (K.-K.W.);
(F.L.)
| | - Kwok-Kin Wong
- Laura and Isaac Perlmutter Cancer Center, New York
University Grossman School of Medicine, NYU Langone Health, New York, NY,
USA
- Corresponding author. (H.C.); (K.-K.W.);
(F.L.)
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5
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Geng K. Post-translational modifications of the ligands: Requirement for TAM receptor activation. Int Rev Cell Mol Biol 2021; 357:35-55. [PMID: 33234244 DOI: 10.1016/bs.ircmb.2020.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The Tyro3, Axl, and MerTK (TAM) receptors are three homologous Type I Receptor Tyrosine Kinases that have important homeostatic functions in multicellular organisms by regulating the clearance of apoptotic cells (efferocytosis). Pathologically, TAM receptors are overexpressed in a wide array of human cancers, and often associated with aggressive tumor grade and poor overall survival. In addition to their expression on tumor cells, TAMs are also expressed on infiltrating myeloid-derived cells in the tumor microenvironment, where they appear to act akin to negative immune checkpoints that impair host anti-tumor immunity. The ligands for TAMs are two endogenous proteins, Growth Arrest-Specific 6 (Gas6) and Protein S (Pros1), that function as bridging molecules between externalized phosphatidylserine (PtdSer) on apoptotic cells and the TAM ectodomains. One interesting feature of TAMs biology is that their ligand proteins require specific post-translational modifications to acquire activities. This chapter summarized these important modifications and explained the molecular mechanisms behind such phenomenon. Current evidences suggest that these modifications help Gas6/Pros1 to achieve optimal PtdSer-binding capacities. In addition, this chapter included recent discovery of regulating machineries of PtdSer dynamic across the plasma membrane, as well as their potential impacts in the tumor microenvironment. Taken together, this review highlights the importance of the upstream PtdSer and Gas6 in regulating TAMs' function and hope to provide researchers with new perspectives to inspire future studies of TAM receptors in human disease models.
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Affiliation(s)
- Ke Geng
- Public Health Research Institute, Rutgers Biomedical and Health Sciences, New Jersey Medical School, Newark, NJ, United States.
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6
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Calianese D, Kreiss T, Kasikara C, Davra V, Lahey KC, Gadiyar V, Geng K, Singh S, Honnen W, Jaijyan DK, Reichman C, Siekierka J, Gennaro ML, Kotenko SV, Ucker DS, Brekken RA, Pinter A, Birge RB, Choudhary A. Phosphatidylserine-Targeting Monoclonal Antibodies Exhibit Distinct Biochemical and Cellular Effects on Anti-CD3/CD28-Stimulated T Cell IFN-γ and TNF-α Production. J Immunol 2021; 207:436-448. [PMID: 34215655 DOI: 10.4049/jimmunol.2000763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 05/11/2021] [Indexed: 11/19/2022]
Abstract
Phosphatidylserine (PS)-targeting monoclonal Abs (mAbs) that directly target PS and target PS via β2-gp1 (β2GP1) have been in preclinical and clinical development for over 10 y for the treatment of infectious diseases and cancer. Although the intended targets of PS-binding mAbs have traditionally included pathogens as well as stressed tumor cells and its associated vasculature in oncology, the effects of PS-targeting mAbs on activated immune cells, notably T cells, which externalize PS upon Ag stimulation, is not well understood. Using human T cells from healthy donor PBMCs activated with an anti-CD3 + anti-CD28 Ab mixture (anti-CD3/CD28) as a model for TCR-mediated PS externalization and T cell stimulation, we investigated effects of two different PS-targeting mAbs, 11.31 and bavituximab (Bavi), on TCR activation and TCR-mediated cytokine production in an ex vivo paradigm. Although 11.31 and Bavi bind selectivity to anti-CD3/28 activated T cells in a PS-dependent manner, surprisingly, they display distinct functional activities in their effect on IFN-γ and TNF-ɑ production, whereby 11.31, but not Bavi, suppressed cytokine production. This inhibitory effect on anti-CD3/28 activated T cells was observed on both CD4+ and CD8+ cells and independently of monocytes, suggesting the effects of 11.31 were directly mediated by binding to externalized PS on activated T cells. Imaging showed 11.31 and Bavi bind at distinct focal depots on the cell membrane. Collectively, our findings indicate that PS-targeting mAb 11.31 suppresses cytokine production by anti-CD3/28 activated T cells.
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Affiliation(s)
- David Calianese
- Department of Microbiology, Biochemistry and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers University, Newark, NJ
| | - Tamara Kreiss
- Department of Microbiology, Biochemistry and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers University, Newark, NJ.,Department of Chemistry and Biochemistry, The Herman and Margaret Sokol Institute for Pharmaceutical Life Sciences, Montclair State University, Montclair, NJ
| | - Canan Kasikara
- Department of Microbiology, Biochemistry and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers University, Newark, NJ
| | - Viralkumar Davra
- Department of Microbiology, Biochemistry and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers University, Newark, NJ
| | - Kevin C Lahey
- Department of Microbiology, Biochemistry and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers University, Newark, NJ
| | - Varsha Gadiyar
- Department of Microbiology, Biochemistry and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers University, Newark, NJ
| | - Ke Geng
- Department of Microbiology, Biochemistry and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers University, Newark, NJ
| | - Sukhwinder Singh
- Department of Pathology and Laboratory Medicine, New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ
| | - William Honnen
- Public Health Research Institute Center, New Jersey Medical School, Rutgers University, Newark, NJ
| | - Dabbu Kumar Jaijyan
- Department of Microbiology, Biochemistry and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers University, Newark, NJ
| | - Charles Reichman
- Public Health Research Institute Center, New Jersey Medical School, Rutgers University, Newark, NJ
| | - John Siekierka
- Department of Chemistry and Biochemistry, The Herman and Margaret Sokol Institute for Pharmaceutical Life Sciences, Montclair State University, Montclair, NJ
| | - Maria Laura Gennaro
- Public Health Research Institute Center, New Jersey Medical School, Rutgers University, Newark, NJ
| | - Sergei V Kotenko
- Department of Microbiology, Biochemistry and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers University, Newark, NJ
| | - David S Ucker
- Department of Microbiology and Immunology, University of Illinois College of Medicine, Chicago, IL
| | - Rolf A Brekken
- Division of Surgical Oncology, Department of Surgery, Hamon Center for Therapeutic Oncology Research, Dallas, TX; and.,Department of Pharmacology, University of Texas Southwestern Medical Center, Dallas, TX
| | - Abraham Pinter
- Public Health Research Institute Center, New Jersey Medical School, Rutgers University, Newark, NJ
| | - Raymond B Birge
- Department of Microbiology, Biochemistry and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers University, Newark, NJ
| | - Alok Choudhary
- Public Health Research Institute Center, New Jersey Medical School, Rutgers University, Newark, NJ;
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7
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Davra V, Kumar S, Geng K, Calianese D, Mehta D, Gadiyar V, Kasikara C, Lahey KC, Chang YJ, Wichroski M, Gao C, De Lorenzo MS, Kotenko SV, Bergsbaken T, Mishra PK, Gause WC, Quigley M, Spires TE, Birge RB. Axl and Mertk Receptors Cooperate to Promote Breast Cancer Progression by Combined Oncogenic Signaling and Evasion of Host Antitumor Immunity. Cancer Res 2021; 81:698-712. [PMID: 33239426 PMCID: PMC9999365 DOI: 10.1158/0008-5472.can-20-2066] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 09/23/2020] [Accepted: 11/19/2020] [Indexed: 11/16/2022]
Abstract
Despite the promising clinical benefit of targeted and immune checkpoint blocking therapeutics, current strategies have limited success in breast cancer, indicating that additional inhibitory pathways are required to complement existing therapeutics. TAM receptors (Tyro-3, Axl, and Mertk) are often correlated with poor prognosis because of their capacities to sustain an immunosuppressive environment. Here, we ablate Axl on tumor cells using CRISPR/Cas9 gene editing, and by targeting Mertk in the tumor microenvironment (TME), we observed distinct functions of TAM as oncogenic kinases, as well as inhibitory immune receptors. Depletion of Axl suppressed cell intrinsic oncogenic properties, decreased tumor growth, reduced the incidence of lung metastasis and increased overall survival of mice when injected into mammary fat pad of syngeneic mice, and demonstrated synergy when combined with anti-PD-1 therapy. Blockade of Mertk function on macrophages decreased efferocytosis, altered the cytokine milieu, and resulted in suppressed macrophage gene expression patterns. Mertk-knockout mice or treatment with anti-Mertk-neutralizing mAb also altered the cellular immune profile, resulting in a more inflamed tumor environment with enhanced T-cell infiltration into tumors and T-cell-mediated cytotoxicity. The antitumor activity from Mertk inhibition was abrogated by depletion of cytotoxic CD8α T cells by using anti-CD8α mAb or by transplantation of tumor cells into B6.CB17-Prkdc SCID mice. Our data indicate that targeting Axl expressed on tumor cells and Mertk in the TME is predicted to have a combinatorial benefit to enhance current immunotherapies and that Axl and Mertk have distinct functional activities that impair host antitumor response. SIGNIFICANCE: This study demonstrates how TAM receptors act both as oncogenic tyrosine kinases and as receptors that mediate immune evasion in cancer progression.
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MESH Headings
- Animals
- Cell Line, Tumor
- Cells, Cultured
- Female
- Gene Expression Regulation, Neoplastic/immunology
- Humans
- Immune Evasion/genetics
- Immune Evasion/immunology
- Immunotherapy/methods
- Kaplan-Meier Estimate
- Mammary Neoplasms, Experimental/genetics
- Mammary Neoplasms, Experimental/immunology
- Mammary Neoplasms, Experimental/therapy
- Mice, Inbred BALB C
- Mice, Inbred C57BL
- Mice, Knockout
- Mice, SCID
- Proto-Oncogene Proteins/genetics
- Proto-Oncogene Proteins/immunology
- Proto-Oncogene Proteins/metabolism
- Receptor Protein-Tyrosine Kinases/genetics
- Receptor Protein-Tyrosine Kinases/immunology
- Receptor Protein-Tyrosine Kinases/metabolism
- Signal Transduction/genetics
- Signal Transduction/immunology
- c-Mer Tyrosine Kinase/genetics
- c-Mer Tyrosine Kinase/immunology
- c-Mer Tyrosine Kinase/metabolism
- Axl Receptor Tyrosine Kinase
- Mice
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Affiliation(s)
- Viralkumar Davra
- Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Sushil Kumar
- Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Ke Geng
- Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - David Calianese
- Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Dhriti Mehta
- Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Varsha Gadiyar
- Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Canan Kasikara
- Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Kevin C Lahey
- Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Yun-Juan Chang
- Office of Advanced Research Computing, Rutgers- New Jersey Medical School, Newark, New Jersey
| | | | - Chan Gao
- Bristol Myers Squibb, Lawrenceville, New Jersey
| | | | - Sergei V Kotenko
- Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Tessa Bergsbaken
- Center for Immunity and Inflammation, Rutgers Biomedical and Health Sciences, Newark, New Jersey
| | - Pankaj K Mishra
- Center for Immunity and Inflammation, Rutgers Biomedical and Health Sciences, Newark, New Jersey
| | - William C Gause
- Center for Immunity and Inflammation, Rutgers Biomedical and Health Sciences, Newark, New Jersey
| | | | | | - Raymond B Birge
- Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, Newark, New Jersey.
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8
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Abreu E, Meyers D, Thorsmølle VK, Zhang J, Liu X, Geng K, Chakhalian J, Averitt RD. Nucleation and Growth Bottleneck in the Conductivity Recovery Dynamics of Nickelate Ultrathin Films. Nano Lett 2020; 20:7422-7428. [PMID: 32902285 DOI: 10.1021/acs.nanolett.0c02828] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
We investigate THz conductivity dynamics in NdNiO3 and EuNiO3 ultrathin films (15 unit cells, u.c., ∼5.7 nm thick) following a photoinduced thermal quench into the metallic state and reveal a clear contrast between first- and second-order dynamics. While in EuNiO3 the conductivity recovers exponentially, in NdNiO3 the recovery is nonexponential and slower than a simple thermal model. Crucially, it is consistent with first-order dynamics and well-described by a 2d Avrami model, with supercooling leading to metastable phase coexistence on the nano- to mesoscopic scale. This novel observation is a fundamentally dynamic manifestation of the first-order character of the insulator-to-metal transition, which the nanoscale thickness of our films and their fast cooling rate enable us to detect. The large transients seen in our films are promising for fast electronic (and magnetic) switching applications.
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Affiliation(s)
- E Abreu
- Institute for Quantum Electronics, Department of Physics, ETH Zurich, 8093 Zurich, Switzerland
| | - D Meyers
- Department of Physics, Oklahoma State University, Stillwater, Oklahoma 74078, United States
| | - V K Thorsmølle
- Department of Physics, Boston University, Boston, Massachusetts 02215, United States
- Department of Physics, UC San Diego, La Jolla, California 92093, United States
| | - J Zhang
- Department of Physics, UC San Diego, La Jolla, California 92093, United States
- Department of Physics, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, China
| | - X Liu
- Department of Physics and Astronomy, Rutgers University, Piscataway, New Jersey 08854, United States
| | - K Geng
- Department of Physics, Boston University, Boston, Massachusetts 02215, United States
| | - J Chakhalian
- Department of Physics and Astronomy, Rutgers University, Piscataway, New Jersey 08854, United States
| | - R D Averitt
- Department of Physics, UC San Diego, La Jolla, California 92093, United States
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9
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Abstract
SARS-CoV-2, which causes COVID-19 disease, is one of greatest global pandemics in history. No effective treatment is currently available for severe COVID-19 disease. One strategy for implementing cell-based immunity involves the use of chimeric antigen receptor (CAR) technology. Unlike CAR T cells, which need to be developed using primary T cells derived from COVID-19 patients with lymphopenia, clinical success of CAR NK cell immunotherapy is possible through the development of allogeneic, universal, and 'off-the-shelf' CAR-NK cells from a third party, which will significantly broaden the application and reduce costs. Here, we develop a novel approach for the generation of CAR-NK cells for targeting SARS-CoV-2. CAR-NK cells were generated using the scFv domain of CR3022 (henceforth, CR3022-CAR-NK), a broadly neutralizing antibody for SARS-CoV-1 and SARS-CoV-2. CR3022-CAR-NK cells can specifically bind to RBD of SARS-CoV-2 and pseudotyped SARS-CoV-2 S protein, and can be activated by pseudotyped SARS-CoV-2-S viral particles in vitro. Further, CR3022-CAR-NK cells can specifically kill pseudo-SARS-CoV-2 infected target cells. Thus, 'off-the-shelf' CR3022-CAR-NK cells may have the potential to treat patients with severe COVID-19 disease.
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10
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Davra V, Saleh T, Geng K, Kimani S, Mehta D, Kasikara C, Smith B, Colangelo NW, Ciccarelli B, Li H, Azzam EI, Kalodimos CG, Birge RB, Kumar S. Cyclophilin A Inhibitor Debio-025 Targets Crk, Reduces Metastasis, and Induces Tumor Immunogenicity in Breast Cancer. Mol Cancer Res 2020; 18:1189-1201. [PMID: 32321766 DOI: 10.1158/1541-7786.mcr-19-1144] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 03/18/2020] [Accepted: 04/17/2020] [Indexed: 12/27/2022]
Abstract
The Crk adaptor protein, a critical modifier of multiple signaling pathways, is overexpressed in many cancers where it contributes to tumor progression and metastasis. Recently, we have shown that Crk interacts with the peptidyl prolyl cis-trans isomerase, Cyclophilin A (CypA; PP1A) via a G219P220Y221 (GPY) motif in the carboxyl-terminal linker region of Crk, thereby delaying pY221 phosphorylation and preventing downregulation of Crk signaling. Here, we investigate the physiologic significance of the CypA/Crk interaction and query whether CypA inhibition affects Crk signaling in vitro and in vivo. We show that CypA, when induced under conditions of hypoxia, regulates Crk pY221 phosphorylation and signaling in cancer cell lines. Using nuclear magnetic resonance spectroscopy, we show that CypA binds to the Crk GPY motif via the catalytic PPII domain of CypA, and small-molecule nonimmunosuppressive inhibitors of CypA (Debio-025) disrupt the CypA-CrkII interaction and restores phosphorylation of Crk Y221. In cultured cell lines, Debio-025 suppresses cell migration, and when administered in vivo in an orthotopic model of triple-negative breast cancer, Debio-025 showed antitumor efficacy either alone or in combination with anti-PD-1 mAb, reducing both tumor volume and metastatic lung dispersion. Furthermore, when analyzed by NanoString immune profiling, treatment of Debio-025 with anti-PD-1 mAb increased both T-cell signaling and innate immune signaling in tumor microenvironment. IMPLICATIONS: These data suggest that pharmacologic inhibition of CypA may provide a promising and unanticipated consequence in cancer biology, in part by targeting the CypA/CrkII axis that regulates cell migration, tumor metastasis, and host antitumor immune evasion.
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Affiliation(s)
- Viralkumar Davra
- Department of Microbiology, Biochemistry and Molecular Genetics, Center for Cell Signaling, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Tamjeed Saleh
- Department of Structural Biology, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Ke Geng
- Department of Microbiology, Biochemistry and Molecular Genetics, Center for Cell Signaling, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Stanley Kimani
- Department of Microbiology, Biochemistry and Molecular Genetics, Center for Cell Signaling, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Dhriti Mehta
- Department of Microbiology, Biochemistry and Molecular Genetics, Center for Cell Signaling, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Canan Kasikara
- Department of Microbiology, Biochemistry and Molecular Genetics, Center for Cell Signaling, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Brendan Smith
- Department of Microbiology, Biochemistry and Molecular Genetics, Center for Cell Signaling, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Nicholas W Colangelo
- Department of Radiology, Center for Cell Signaling, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Bryan Ciccarelli
- Department of Microbiology, Biochemistry and Molecular Genetics, Center for Cell Signaling, Rutgers- New Jersey Medical School, Newark, New Jersey
| | - Hong Li
- Center for Advanced Proteomics, Rutgers University, Newark, New Jersey
| | - Edouard I Azzam
- Department of Radiology, Center for Cell Signaling, Rutgers- New Jersey Medical School, Newark, New Jersey
| | | | - Raymond B Birge
- Department of Microbiology, Biochemistry and Molecular Genetics, Center for Cell Signaling, Rutgers- New Jersey Medical School, Newark, New Jersey.
| | - Sushil Kumar
- Department of Microbiology, Biochemistry and Molecular Genetics, Center for Cell Signaling, Rutgers- New Jersey Medical School, Newark, New Jersey.
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11
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Kasikara C, Davra V, Calianese D, Geng K, Spires TE, Quigley M, Wichroski M, Sriram G, Suarez-Lopez L, Yaffe MB, Kotenko SV, De Lorenzo MS, Birge RB. Pan-TAM Tyrosine Kinase Inhibitor BMS-777607 Enhances Anti–PD-1 mAb Efficacy in a Murine Model of Triple-Negative Breast Cancer. Cancer Res 2019; 79:2669-2683. [DOI: 10.1158/0008-5472.can-18-2614] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Revised: 01/14/2019] [Accepted: 03/12/2019] [Indexed: 11/16/2022]
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12
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Geng K, Wu Y, Jiang G, Liu K, Jiang L. RuC@g-C3N4(H+)/TiO2 visible active photocatalyst: Facile fabrication and Z-scheme carrier transfer mechanism. Molecular Catalysis 2018. [DOI: 10.1016/j.mcat.2018.07.026] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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13
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Geng K, Wu L, Gao Q. Re: "Comparison between flapless and open-flap implant placement: a systematic review and meta-analysis". Int J Oral Maxillofac Surg 2018; 48:416. [PMID: 30126767 DOI: 10.1016/j.ijom.2018.07.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2018] [Accepted: 07/27/2018] [Indexed: 11/30/2022]
Affiliation(s)
- K Geng
- Department of Prosthodontics, Xiangya Hospital, Central South University, Changsha, China
| | - L Wu
- Department of Prosthodontics, Xiangya Hospital, Central South University, Changsha, China
| | - Q Gao
- Department of Prosthodontics, Xiangya Hospital, Central South University, Changsha, China.
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14
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Geng K, Kumar S, Kimani SG, Kholodovych V, Kasikara C, Mizuno K, Sandiford O, Rameshwar P, Kotenko SV, Birge RB. Requirement of Gamma-Carboxyglutamic Acid Modification and Phosphatidylserine Binding for the Activation of Tyro3, Axl, and Mertk Receptors by Growth Arrest-Specific 6. Front Immunol 2017; 8:1521. [PMID: 29176978 PMCID: PMC5686386 DOI: 10.3389/fimmu.2017.01521] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Accepted: 10/26/2017] [Indexed: 02/01/2023] Open
Abstract
The Tyro3, Axl, and Mertk (TAM) receptors are homologous type I receptor tyrosine kinases that have critical functions in the clearance of apoptotic cells in multicellular organisms. TAMs are activated by their endogenous ligands, growth arrest-specific 6 (Gas6), and protein S (Pros1), that function as bridging molecules between externalized phosphatidylserine (PS) on apoptotic cells and the TAM ectodomains. However, the molecular mechanisms by which Gas6/Pros1 promote TAM activation remains elusive. Using TAM/IFNγR1 reporter cell lines to monitor functional TAM activity, we found that Gas6 activity was exquisitely dependent on vitamin K-mediated γ-carboxylation, whereby replacing vitamin K with anticoagulant warfarin, or by substituting glutamic acid residues involved in PS binding, completely abrogated Gas6 activity as a TAM ligand. Furthermore, using domain and point mutagenesis, Gas6 activity also required both an intact Gla domain and intact EGF-like domains, suggesting these domains function cooperatively in order to achieve TAM activation. Despite the requirement of γ-carboxylation and the functional Gla domain, non-γ-carboxylated Gas6 and Gla deletion/EGF-like domain deletion mutants still retained their ability to bind TAMs and acted as blocking decoy ligands. Finally, we found that distinct sources of PS-positive cells/vesicles (including apoptotic cells, calcium-induced stressed cells, and exosomes) bound Gas6 and acted as cell-derived or exosome-derived ligands to activate TAMs. Taken together, our findings indicate that PS is indispensable for TAM activation by Gas6, and by inference, provides new perspectives on how PS, regulates TAM receptors and efferocytosis.
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Affiliation(s)
- Ke Geng
- Department of Microbiology, Biochemistry, and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers, State University of New Jersey, Newark, New Jersey, United States
| | - Sushil Kumar
- Department of Microbiology, Biochemistry, and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers, State University of New Jersey, Newark, New Jersey, United States
| | - Stanley G Kimani
- Department of Microbiology, Biochemistry, and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers, State University of New Jersey, Newark, New Jersey, United States
| | - Vladyslav Kholodovych
- Office of Advanced Research Computing (OARC), Rutgers, State University of New Jersey, Newark, New Jersey, United States.,Department of Pharmacology, Robert Wood Johnson Medical School, Rutgers, State University of New Jersey, Piscataway, NJ, United States
| | - Canan Kasikara
- Department of Microbiology, Biochemistry, and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers, State University of New Jersey, Newark, New Jersey, United States
| | - Kensaku Mizuno
- Department of Biomolecular Sciences, Graduate School of Life Sciences, Tohoku University, Sendai, Miyagi, Japan
| | - Oleta Sandiford
- Department of Medicine, Rutgers, State University of New Jersey, Newark, New Jersey, United States
| | - Pranela Rameshwar
- Department of Medicine, Rutgers, State University of New Jersey, Newark, New Jersey, United States
| | - Sergei V Kotenko
- Department of Microbiology, Biochemistry, and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers, State University of New Jersey, Newark, New Jersey, United States
| | - Raymond B Birge
- Department of Microbiology, Biochemistry, and Molecular Genetics, New Jersey Medical School Cancer Center, Rutgers, State University of New Jersey, Newark, New Jersey, United States
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15
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Kumar S, Davra V, Obr AE, Geng K, Wood TL, De Lorenzo MS, Birge RB. Crk adaptor protein promotes PD-L1 expression, EMT and immune evasion in a murine model of triple-negative breast cancer. Oncoimmunology 2017; 7:e1376155. [PMID: 29296536 DOI: 10.1080/2162402x.2017.1376155] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Revised: 08/29/2017] [Accepted: 08/30/2017] [Indexed: 12/31/2022] Open
Abstract
The tumor infiltration of immune cells in solid cancers can profoundly influence host antitumor responses. In recent years, immunotherapeutic regimens, that target immune checkpoints, demonstrated significant antitumor response by increasing intra-tumoral immune cell populations, including CD8+ effector T cells. However, administration of such immune checkpoint inhibitors is largely inefficacious in inducing immunogenicity and treating breast cancer. Currently, there is a great need to better understand cell autonomous mechanisms of immune evasion in breast cancer to identify upstream therapeutic targets that increase the efficacy of immunotherapy. Here we show that Crk, an SH2 and SH3 domain-containing adaptor protein implicated in focal adhesion signaling, cell migration, and invasion, and frequently up-regulated in human cancers, has an important role in regulating the tumor immune microenvironment. Using a murine 4T1 breast adenocarcinoma model of spontaneous metastasis in immune-competent BALB/C mice, we show that genetic ablation of Crk by CRISPR-Cas9 leads to enhanced anti-tumor immune cell populations, cytotoxic effector and immune surveillance cytokines in primary tumor. Pathologically, this leads to a significant reduction in tumor growth and lung metastasis. Mechanistically, Crk KO suppresses EMT and PD-L1 expression on tumor cells and acts additively with anti-PD1 therapy to suppress tumor growth and metastasis outcomes. Taken together, these data reveal a previously un-described function of Crk adaptor protein expression in tumor cells for cell autonomous regulation of tumor immune microenvironment.
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Affiliation(s)
- Sushil Kumar
- Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, USA
| | - Viralkumar Davra
- Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, USA
| | - Alison E Obr
- Department of Pharmacology, Physiology and Neuroscience, Rutgers University, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, USA
| | - Ke Geng
- Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, USA
| | - Teresa L Wood
- Department of Pharmacology, Physiology and Neuroscience, Rutgers University, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, USA
| | - Mariana S De Lorenzo
- Department of Cell Biology & Molecular Medicine Rutgers - New Jersey Medical School, Newark, NJ, USA
| | - Raymond B Birge
- Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, USA
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16
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Kasikara C, Kumar S, Kimani S, Tsou WI, Geng K, Davra V, Sriram G, Devoe C, Nguyen KQN, Antes A, Krantz A, Rymarczyk G, Wilczynski A, Empig C, Freimark B, Gray M, Schlunegger K, Hutchins J, Kotenko SV, Birge RB. Phosphatidylserine Sensing by TAM Receptors Regulates AKT-Dependent Chemoresistance and PD-L1 Expression. Mol Cancer Res 2017; 15:753-764. [PMID: 28184013 PMCID: PMC8363069 DOI: 10.1158/1541-7786.mcr-16-0350] [Citation(s) in RCA: 87] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2016] [Revised: 12/30/2016] [Accepted: 01/13/2017] [Indexed: 12/14/2022]
Abstract
Tyro3, Axl, and Mertk (collectively TAM receptors) are three homologous receptor tyrosine kinases that bind vitamin K-dependent endogenous ligands, Protein S (ProS), and growth arrest-specific factor 6 (Gas6), and act as bridging molecules to promote phosphatidylserine (PS)-mediated clearance of apoptotic cells (efferocytosis). TAM receptors are overexpressed in a vast array of tumor types, whereby the level of expression correlates with the tumor grade and the emergence of chemo- and radioresistance to targeted therapeutics, but also have been implicated as inhibitory receptors on infiltrating myeloid-derived cells in the tumor microenvironment that can suppress host antitumor immunity. In the present study, we utilized TAM-IFNγR1 reporter lines and expressed TAM receptors in a variety of epithelial cell model systems to show that each TAM receptor has a unique pattern of activation by Gas6 or ProS, as well as unique dependency for PS on apoptotic cells and PS liposomes for activity. In addition, we leveraged this system to engineer epithelial cells that express wild-type TAM receptors and show that although each receptor can promote PS-mediated efferocytosis, AKT-mediated chemoresistance, as well as upregulate the immune checkpoint molecule PD-L1 on tumor cells, Mertk is most dominant in the aforementioned pathways. Functionally, TAM receptor-mediated efferocytosis could be partially blocked by PS-targeting antibody 11.31 and Annexin V, demonstrating the existence of a PS/PS receptor (i.e., TAM receptor)/PD-L1 axis that operates in epithelial cells to foster immune escape. These data provide a rationale that PS-targeting, anti-TAM receptor, and anti-PD-L1-based therapeutics will have merit as combinatorial checkpoint inhibitors.Implications: Many tumor cells are known to upregulate the immune checkpoint inhibitor PD-L1. This study demonstrates a role for PS and TAM receptors in the regulation of PD-L1 on cancer cells. Mol Cancer Res; 15(6); 753-64. ©2017 AACR.
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Affiliation(s)
- Canan Kasikara
- Department of Microbiology, Biochemistry and Molecular Genetics, Rutgers University, New Jersey Medical School Cancer Center, Newark, New Jersey
| | - Sushil Kumar
- Department of Microbiology, Biochemistry and Molecular Genetics, Rutgers University, New Jersey Medical School Cancer Center, Newark, New Jersey
| | - Stanley Kimani
- Department of Microbiology, Biochemistry and Molecular Genetics, Rutgers University, New Jersey Medical School Cancer Center, Newark, New Jersey
| | - Wen-I Tsou
- Department of Microbiology, Biochemistry and Molecular Genetics, Rutgers University, New Jersey Medical School Cancer Center, Newark, New Jersey
| | - Ke Geng
- Department of Microbiology, Biochemistry and Molecular Genetics, Rutgers University, New Jersey Medical School Cancer Center, Newark, New Jersey
| | - Viralkumar Davra
- Department of Microbiology, Biochemistry and Molecular Genetics, Rutgers University, New Jersey Medical School Cancer Center, Newark, New Jersey
| | - Ganapathy Sriram
- Department of Microbiology, Biochemistry and Molecular Genetics, Rutgers University, New Jersey Medical School Cancer Center, Newark, New Jersey
| | - Connor Devoe
- Department of Microbiology, Biochemistry and Molecular Genetics, Rutgers University, New Jersey Medical School Cancer Center, Newark, New Jersey
| | - Khanh-Quynh N Nguyen
- Department of Microbiology, Biochemistry and Molecular Genetics, Rutgers University, New Jersey Medical School Cancer Center, Newark, New Jersey
| | - Anita Antes
- Department of Microbiology, Biochemistry and Molecular Genetics, Rutgers University, New Jersey Medical School Cancer Center, Newark, New Jersey
| | - Allen Krantz
- Advanced Proteome Therapeutics Corporation, Boston, Massachusetts
| | - Grzegorz Rymarczyk
- Advanced Proteome Therapeutics Corporation, Boston, Massachusetts
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | | | - Cyril Empig
- Peregrine Pharmaceuticals, Tustin, California
| | | | | | | | | | - Sergei V Kotenko
- Department of Microbiology, Biochemistry and Molecular Genetics, Rutgers University, New Jersey Medical School Cancer Center, Newark, New Jersey
| | - Raymond B Birge
- Department of Microbiology, Biochemistry and Molecular Genetics, Rutgers University, New Jersey Medical School Cancer Center, Newark, New Jersey.
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17
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Kasikara C, Kumar S, Geng K, Davre V, Empig C, Freimark B, Gray M, Schlunegger K, Hutchins J, Kotenko SV, Birge RB. Abstract B119: Characterization of a phosphatidylserine, TAM receptor (Tyro3, Axl, Mertk), PDL1 axis in breast cancer. Cancer Immunol Res 2016. [DOI: 10.1158/2326-6066.imm2016-b119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Tyro3, Axl and Mer (TAMs) are three homologous receptor tyrosine kinases that bind vitamin K-dependent endogenous ligands, Protein S (PROS1) and Gas6, and act as bridging molecules to promote PS-mediated clearance of apoptotic cells (efferocytosis). In recent years, evidence has accumulated that TAMs are overexpressed in a wide array of tumor types, whereby the level of expression correlates with the tumor grade and the emergence of chemo and radio resistance to targeted therapeutics. TAMs have also been implicated as inhibitory receptors on myeloid-derived cells that suppress anti-tumor immunity. In addition to TAM overexpression, externalized PS is also concomitantly up-regulated in the tumor microenvironment, suggesting that PS and PS receptors might act as immune checkpoint inhibitors. To better understand the biology of TAMs, and the specificity of interaction between TAMs and PS, we generated chimeric TAM reporter cell lines comprised of the extracellular domains of each TAM fused to the intracellular domains of the IFNR1, as well as cell lines stably expressing full-length native TAMs. Using these systems, we found that each TAM receptor has a unique pattern of activation by GAS6 and PROS1, as well as unique dependency for PS on apoptotic cells, PS liposomes, and exosomes. Interrogating epithelial cells that express WT TAMs, we also observed that each TAM showed differential capacity for efferocytosis, AKT-mediated chemo-resistance, and their ability to up-regulate the immune checkpoint inhibitory ligand PD-L1 on breast cancer cells. Functionally, TAM-mediated efferocytosis and PD-L1 up-regulation could be partially blocked by PS targeted antibodies 11.31 and bavituximab, suggesting the existence of a PS/PS-R (TAM-receptor)/PD-L1 axis that drives immune escape in solid cancers. These studies demonstrate that, despite their similarities, Tyro3, Axl and Mertk are likely to perform distinct functions in both immune-regulation and the recognition and removal of apoptotic cells. Finally, these studies provide a rationale for combinatorial therapeutics targeting PS, TAM, and PD-L1 as immune checkpoint inhibitors in the treatment of cancer.
Citation Format: Canan Kasikara, Sushil Kumar, Ke Geng, Viral Davre, Cyril Empig, Bruce Freimark, Michael Gray, Kyle Schlunegger, Jeff Hutchins, Sergei V. Kotenko, Raymond B. Birge. Characterization of a phosphatidylserine, TAM receptor (Tyro3, Axl, Mertk), PDL1 axis in breast cancer [abstract]. In: Proceedings of the Second CRI-CIMT-EATI-AACR International Cancer Immunotherapy Conference: Translating Science into Survival; 2016 Sept 25-28; New York, NY. Philadelphia (PA): AACR; Cancer Immunol Res 2016;4(11 Suppl):Abstract nr B119.
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Affiliation(s)
| | | | - Ke Geng
- 1Rutgers, New Jersey Medical School, Newark, NJ
| | - Viral Davre
- 1Rutgers, New Jersey Medical School, Newark, NJ
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Kimani SG, Kumar S, Davra V, Chang YJ, Kasikara C, Geng K, Tsou WI, Wang S, Hoque M, Boháč A, Lewis-Antes A, De Lorenzo MS, Kotenko SV, Birge RB. Normalization of TAM post-receptor signaling reveals a cell invasive signature for Axl tyrosine kinase. Cell Commun Signal 2016; 14:19. [PMID: 27595981 PMCID: PMC5011882 DOI: 10.1186/s12964-016-0142-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Accepted: 08/26/2016] [Indexed: 12/11/2022] Open
Abstract
Background Tyro3, Axl, and Mertk (TAMs) are a family of three conserved receptor tyrosine kinases that have pleiotropic roles in innate immunity and homeostasis and when overexpressed in cancer cells can drive tumorigenesis. Methods In the present study, we engineered EGFR/TAM chimeric receptors (EGFR/Tyro3, EGFR/Axl, and EGF/Mertk) with the goals to interrogate post-receptor functions of TAMs, and query whether TAMs have unique or overlapping post-receptor activation profiles. Stable expression of EGFR/TAMs in EGFR-deficient CHO cells afforded robust EGF inducible TAM receptor phosphorylation and activation of downstream signaling. Results Using a series of unbiased screening approaches, that include kinome-view analysis, phosphor-arrays, RNAseq/GSEA analysis, as well as cell biological and in vivo readouts, we provide evidence that each TAM has unique post-receptor signaling platforms and identify an intrinsic role for Axl that impinges on cell motility and invasion compared to Tyro3 and Mertk. Conclusion These studies demonstrate that TAM show unique post-receptor signatures that impinge on distinct gene expression profiles and tumorigenic outcomes. Electronic supplementary material The online version of this article (doi:10.1186/s12964-016-0142-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Stanley G Kimani
- Rutgers, Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, 07103, USA
| | - Sushil Kumar
- Rutgers, Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, 07103, USA
| | - Viralkumar Davra
- Rutgers, Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, 07103, USA
| | - Yun-Juan Chang
- Rutgers, Biomedical and Health Sciences, OIT/High Performance and Research Computing, 185 South Orange Ave, Newark, NJ, 07103, USA
| | - Canan Kasikara
- Rutgers, Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, 07103, USA
| | - Ke Geng
- Rutgers, Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, 07103, USA
| | - Wen-I Tsou
- Rutgers, Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, 07103, USA
| | - Shenyan Wang
- Rutgers, Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, 07103, USA
| | - Mainul Hoque
- Rutgers, Department of Microbiology, Biochemistry and Molecular Genetics, Genomics Research Program, Rutgers- New Jersey Medical School, 185 South Orange Ave, Newark, NJ, 07103, USA
| | - Andrej Boháč
- Department of Organic Chemistry, Comenius University in Bratislava, Faculty of Natural Sciences, Mlynská dolina, Ilkovičova 6, 842 15, Bratislava, Slovakia.,Biomagi, Ltd, Mamateyova 26, 851 04, Bratislava, Slovakia
| | - Anita Lewis-Antes
- Rutgers, Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, 07103, USA
| | - Mariana S De Lorenzo
- Rutgers, Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, 07103, USA
| | - Sergei V Kotenko
- Rutgers, Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, 07103, USA
| | - Raymond B Birge
- Rutgers, Department of Microbiology, Biochemistry and Molecular Genetics, Cancer Center, Rutgers- New Jersey Medical School, 205 South Orange Ave, Newark, NJ, 07103, USA.
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Kimani SG, Geng K, Kasikara C, Kumar S, Sriram G, Wu Y, Birge RB. Contribution of Defective PS Recognition and Efferocytosis to Chronic Inflammation and Autoimmunity. Front Immunol 2014; 5:566. [PMID: 25426118 PMCID: PMC4226236 DOI: 10.3389/fimmu.2014.00566] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2014] [Accepted: 10/23/2014] [Indexed: 12/14/2022] Open
Abstract
The rapid and efficient clearance of apoptotic cells results in the elimination of auto-antigens and provides a strong anti-inflammatory and immunosuppressive signal to prevent autoimmunity. While professional and non-professional phagocytes utilize a wide array of surface receptors to recognize apoptotic cells, the recognition of phosphatidylserine (PS) on apoptotic cells by PS receptors on phagocytes is the emblematic signal for efferocytosis in metazoans. PS-dependent efferocytosis is associated with the production of anti-inflammatory factors such as IL-10 and TGF-β that function, in part, to maintain tolerance to auto-antigens. In contrast, when apoptotic cells fail to be recognized and processed for degradation, auto-antigens persist, such as self-nucleic acids, which can trigger immune activation leading to autoantibody production and autoimmunity. Despite the fact that genetic mouse models clearly demonstrate that loss of PS receptors can lead to age-dependent auto-immune diseases reminiscent of systemic lupus erythematosus (SLE), the link between PS and defective clearance in chronic inflammation and human autoimmunity is not well delineated. In this perspective, we review emerging questions developing in the field that may be of relevance to SLE and human autoimmunity.
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Affiliation(s)
- Stanley Gititu Kimani
- Department of Biochemistry and Molecular Biology, Rutgers School of Biomedical and Health Sciences - Cancer Center , Newark, NJ , USA
| | - Ke Geng
- Department of Biochemistry and Molecular Biology, Rutgers School of Biomedical and Health Sciences - Cancer Center , Newark, NJ , USA
| | - Canan Kasikara
- Department of Biochemistry and Molecular Biology, Rutgers School of Biomedical and Health Sciences - Cancer Center , Newark, NJ , USA
| | - Sushil Kumar
- Department of Biochemistry and Molecular Biology, Rutgers School of Biomedical and Health Sciences - Cancer Center , Newark, NJ , USA
| | - Ganapathy Sriram
- Department of Biochemistry and Molecular Biology, Rutgers School of Biomedical and Health Sciences - Cancer Center , Newark, NJ , USA
| | - Yi Wu
- Cyrus Tang Hematology Center, Jiangsu Institute of Hematology, First Affiliated Hospital, Soochow University , Suzhou , China ; Sol Sherry Thrombosis Research Center, Temple University School of Medicine , Philadelphia, PA , USA
| | - Raymond B Birge
- Department of Biochemistry and Molecular Biology, Rutgers School of Biomedical and Health Sciences - Cancer Center , Newark, NJ , USA
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Geng K, Huang D, Wu R. Tracking of mesenchymal stem cells labeled with Gd-Dtpa by Mr imaging in cerebral ischemia model. J Neurol Sci 2013. [DOI: 10.1016/j.jns.2013.07.702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Geng K, Dobbie G. Element classification‐based transformation of XML queries. International Journal of Web Information Systems 2008. [DOI: 10.1108/17440080810901098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PurposeEngines have been built that execute queries against XML data. The aim of this paper is to describe a novel technique that can be used to improve the speed of execution of the queries based on semantics of the data in the XML document.Design/methodology/approachThe paper formally introduces algorithms for optimizing XML queries, implement the algorithms, and through experimentation demonstrate the improvement in speed.FindingsThree possible semantic query optimizations based on the values of elements were introduced and these demonstrate that two of the three optimizations improve query performance but the third does not. It is hypothesized why this is the case.Research limitations/implicationsA limitation is obviously the query engine and how it works. Future work includes, executing the experiments on a different engine and comparing results, building a system to automatically generate the characteristics that are necessary to do the optimization, describing the best way to represent and maintain the characteristics once they are found, compare the results of optimizations based on content with optimizations based on structure.Practical implicationsThe optimizations could be incorporated into new query engines.Originality/valueNovel algorithms for query optimization have been developed and proven to work. They are of value to people who are building database systems for XML data.
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Geng K, Dobbie G. An XML document generator for semantic query optimization experimentation. International Journal of Web Information Systems 2007. [DOI: 10.1108/17440080710829207] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PurposeXML semantic query optimization (XSQO) is an important area in eXtensible Markup Language (XML) query processing. However, the experiments evaluating semantic optimization methods often suffer because of the lack of suitable data sets. To evaluate XSQO methods it is necessary to be able to build datasets with specific characteristics. In particular, it is necessary to be able to set: selectivity of embedded elements, selectivity of values of elements, depth, fan‐out and size. The aim of this paper is to describe the requirements of such a generator, and the challenges of building the generator.Design/methodology/approachThe paper considers that there is currently no generator that gives this flexibility, so the paper discusses the design and building of such a generator.FindingsThe main characteristic of the generator is that it is possible to adapt existing XML documents, including XML benchmarks, for experiments that evaluate XSQO methods. With the generator, users are able to modify not only the structure of XML documents but also content quickly and directly.Originality/valueThe paper provides information of value to information technology professionals.
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Abstract
Lactoferrin is an iron-binding glycoprotein present in high concentrations in milk and exocrine fluids such as bile and tears. Many functions have been attributed to lactoferrin, including antimicrobial and antiviral activities, immunomodulation, and cell growth regulation. Lactoferrin expression is controlled by different regulators, including retinoic acid and estrogen. However, the expression pattern of lactoferrin in mammalian early development has not yet been reported. Murine embryonic stem cells are pluripotent cells that can contribute to all tissues and were used for this study. We show here that while no lactoferrin protein or mRNA was detected in untreated murine embryonic stem cells, retinoic acid and estrogen can induce high levels lactoferrin expression in these cells. Expression, demonstrated by reverse transcription-polymerase chain reaction, Western blot, immunofluorescence, and ELISA assay, was dose and time dependent. Our study provides an in vitro model for examining lactoferrin expression in early development and differentiation.
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Affiliation(s)
- K Geng
- Department of Biology, New York University, New York, New York, 10003, USA
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