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Zhang Y, Wang J, Yu J, Zhu H. FKBP4 correlates with CD8 + T cells and lymphatic metastases in oral squamous cell carcinoma. Oral Dis 2024; 30:422-432. [PMID: 36067001 DOI: 10.1111/odi.14371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 08/27/2022] [Accepted: 09/02/2022] [Indexed: 11/30/2022]
Abstract
OBJECTIVES To identify the engagement of CD8+ T cells in the lymph node metastasis (LNM) of oral squamous cell carcinoma (OSCC) and significant CD8+ T cell-related genes regulating the LNM. SUBJECTS AND METHODS Tumor samples of primary OSCC patients were obtained (n = 71). CD8 expression in LNM- and LNM+ tumors were identified using tissue microarray (TMA)-based immunohistochemistry (IHC) and compared using the Mann-Whitney U test. The LNM status, as well as the metagene expression of CD8+ T cells of OSCC patients, were obtained from The Cancer Genome Atlas (TCGA) database. Metagenes related to LNM were screened using logistic regression analyses and further identified using TMA-based IHC. RESULTS CD8 was significantly positively associated with LNM (p < 0.05). Furthermore, tumors with higher expression of FKBP4 had significantly higher LNM rate (HR: 1.63; 95% CI: 1.08 ~ 2.53; p < 0.05), which was also proven using TMA-based IHC analysis. CONCLUSION CD8+ T cells might engage in the lymphatic metastases of OSCC. Among CD8+ T cell-related genes, FKBP4 could be a promising biomarker to predict the risk of LNM of OSCC.
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Affiliation(s)
- Yamin Zhang
- Department of Oral and Maxillofacial Surgery, The First Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
- School of Stomatology, College of Medicine, Zhejiang University, Hangzhou, China
| | - Jin Wang
- Department of Oral and Maxillofacial Surgery, The First Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
- School of Stomatology, College of Medicine, Zhejiang University, Hangzhou, China
| | - Jing Yu
- Department of Oral and Maxillofacial Surgery, The First Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
- School of Stomatology, College of Medicine, Zhejiang University, Hangzhou, China
| | - Huiyong Zhu
- Department of Oral and Maxillofacial Surgery, The First Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
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Erreni M, Fumagalli MR, Zanini D, Candiello E, Tiberi G, Parente R, D’Anna R, Magrini E, Marchesi F, Cappello P, Doni A. Multiplexed Imaging Mass Cytometry Analysis in Preclinical Models of Pancreatic Cancer. Int J Mol Sci 2024; 25:1389. [PMID: 38338669 PMCID: PMC10855072 DOI: 10.3390/ijms25031389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 01/19/2024] [Accepted: 01/20/2024] [Indexed: 02/12/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal cancers. PDAC is characterized by a complex tumor microenvironment (TME), that plays a pivotal role in disease progression and resistance to therapy. Investigating the spatial distribution and interaction of TME cells with the tumor is the basis for understanding the mechanisms underlying disease progression and represents a current challenge in PDAC research. Imaging mass cytometry (IMC) is the major multiplex imaging technology for the spatial analysis of tumor heterogeneity. However, there is a dearth of reports of multiplexed IMC panels for different preclinical mouse models, including pancreatic cancer. We addressed this gap by utilizing two preclinical models of PDAC: the genetically engineered, bearing KRAS-TP53 mutations in pancreatic cells, and the orthotopic, and developed a 28-marker panel for single-cell IMC analysis to assess the abundance, distribution and phenotypes of cells involved in PDAC progression and their reciprocal functional interactions. Herein, we provide an unprecedented definition of the distribution of TME cells in PDAC and compare the diversity between transplanted and genetic disease models. The results obtained represent an important and customizable tool for unraveling the complexities of PDAC and deciphering the mechanisms behind therapy resistance.
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Affiliation(s)
- Marco Erreni
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy
| | - Maria Rita Fumagalli
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Damiano Zanini
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Ermes Candiello
- Department of Molecular Biotechnology and Health Sciences, University of Turin, Piazza Nizza 44b, 10126 Torino, Italy
| | - Giorgia Tiberi
- Department of Molecular Biotechnology and Health Sciences, University of Turin, Piazza Nizza 44b, 10126 Torino, Italy
| | - Raffaella Parente
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Raffaella D’Anna
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Elena Magrini
- IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Federica Marchesi
- IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
- Department of Medical Biotechnology and Translational Medicine, University of Milan, 20133 Milan, Italy
| | - Paola Cappello
- Department of Molecular Biotechnology and Health Sciences, University of Turin, Piazza Nizza 44b, 10126 Torino, Italy
| | - Andrea Doni
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
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谢 尚, 蔡 志, 单 小. [Application value of whole exon sequencing and immune related indicators in the precision treatment of oral squamous cell carcinoma]. BEIJING DA XUE XUE BAO. YI XUE BAN = JOURNAL OF PEKING UNIVERSITY. HEALTH SCIENCES 2023; 55:697-701. [PMID: 37534654 PMCID: PMC10398759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Indexed: 08/04/2023]
Abstract
OBJECTIVE To explore the significance and feasibility of whole exon sequencing and immune related indexes in personalized precision treatment of oral squamous cell carcinoma (OSCC). METHODS We retrospectively screened the patients who underwent surgery for oral cancer in Peking University Hospital of Stomatology and underwent genetic and immune biomarkers tests between January 2021 and June 2022. Combined with the clinicopathological characteristics of patients, potential targeted drugs and immunotherapy drugs were screened to evaluate the possibility of gene testing benefiting OSCC. The main evaluation indicators included the number of gene mutations, combined positive score (CPS), tumor mutation burden (TMB), microsatellite sequence status and human leukocyte antigen B (HLA-B) locus. Excel was used for statistical analysis. RESULTS A total of 10 patients were enrolled and 9 were included in this study, including 6 males and 3 females, with an average age of (55.44±9.59) years. The tumor location was buccal (5 cases), tongue (3 cases) and gingival (1 case). The results of genetic testing showed that 3 (33.3%) patients had no gene mutations in the tumor tissue, 5 (55.6%) patients had unique TP53 gene mutations, and 1 (11.1%) patient had TP53 and CHEK1 mutations. However, no drugs were available for targeted therapy of the mutated genes. The genetic tumor gene testing results showed that no genetic tumor gene was found in all the patients, suggesting that OSCC had a low possibi-lity of hereditary tumor. In terms of immune efficacy related markers, CPS test results showed that 8 patients had CPS≥1. TMB detection results showed that the median value of TMB value was 0.72 mutations/Mb, and the range was 0 to 4.32 mutations/Mb. The negative and positive control results of microsatellite sequence status were consistent, indicating that all the tumor tissues detected were microsatellite stability. The results of HLA-B detection showed that only one patient had B62 gene mutation, suggesting that the B44 and B62 related genotypes of HLA-B in OSCC tissue samples were low. CONCLUSION The present results do not support the wide application and promotion of genetic testing and immune related indexes in OSCC.
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Affiliation(s)
- 尚 谢
- />北京大学口腔医学院·口腔医院口腔颌面外科,国家口腔医学中心,国家口腔疾病临床医学研究中心,口腔生物材料和数字诊疗装备国家工程研究中心,北京 100081Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing 100081, China
| | - 志刚 蔡
- />北京大学口腔医学院·口腔医院口腔颌面外科,国家口腔医学中心,国家口腔疾病临床医学研究中心,口腔生物材料和数字诊疗装备国家工程研究中心,北京 100081Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing 100081, China
| | - 小峰 单
- />北京大学口腔医学院·口腔医院口腔颌面外科,国家口腔医学中心,国家口腔疾病临床医学研究中心,口腔生物材料和数字诊疗装备国家工程研究中心,北京 100081Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing 100081, China
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Lu CC, Tsai HC, Yang DY, Wang SW, Tsai MH, Hua CH, Chen KJ, Chen MYC, Lien MY, Tang CH. The Chemokine CCL4 Stimulates Angiopoietin-2 Expression and Angiogenesis via the MEK/ERK/STAT3 Pathway in Oral Squamous Cell Carcinoma. Biomedicines 2022; 10:biomedicines10071612. [PMID: 35884919 PMCID: PMC9313364 DOI: 10.3390/biomedicines10071612] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 06/24/2022] [Accepted: 07/04/2022] [Indexed: 11/16/2022] Open
Abstract
Oral squamous cell carcinoma (OSCC) is a common malignant tumor with a poor prognosis and is a major public health burden in Taiwan. Angiogenesis, the formation of new blood vessels, promotes tumor proliferation, maintenance, and metastasis. Angiopoietin 2 (Angpt2), a mitogen with a strong angiogenic effect, is highly specific to endothelial cells and a key player in angiogenesis. The inflammatory chemokine (C-C motif) ligand 4 (CCL4) is also important in the pathogenesis and progression of cancer. In this study, an analysis of records from The Cancer Genome Atlas (TCGA) database found higher CCL4 expression in oral cancer tissue than in normal healthy tissue. CCL4 treatment of oral cancer cells upregulated Angpt2 expression and stimulated mitogen-activated protein kinase kinase (MEK), extracellular signal-regulated kinase 1/2 (ERK), and signal transducer and activator of transcription 3 (STAT3) phosphorylation. Transfection of oral cancer cells with MEK, ERK, and STAT3 inhibitors and their small interfering RNAs inhibited CCL4-induced promotion of Angpt2 expression and angiogenesis. In a mouse model of OSCC, CCL4-treated cells promoted neovascularization in implanted Matrigel plugs, whereas inhibiting CCL4 expression suppressed Angpt2 expression and angiogenesis. CCL4 shows promise as a new molecular therapeutic target for inhibiting angiogenesis and metastasis in OSCC.
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Affiliation(s)
- Chien-Chi Lu
- Department of Otorhinolaryngology, China Medical University Hospital, Taichung 404327, Taiwan; (C.-C.L.); (M.-H.T.); (C.-H.H.)
| | - Hsiao-Chi Tsai
- School of Medicine, China Medical University, Taichung 404328, Taiwan;
- Division of Hematology and Oncology, Department of Internal Medicine, China Medical University Hospital, Taichung 404327, Taiwan
| | - Dong-Ying Yang
- Graduate Institute of Basic Medical Science, China Medical University, Taichung 404328, Taiwan;
| | - Shih-Wei Wang
- Institute of Biomedical Science, Mackay Medical College, New Taipei City 252005, Taiwan;
- Department of Medicine, Mackay Medical College, New Taipei City 252005, Taiwan
- School of Pharmacy, College of Pharmacy, Kaohsiung Medical University, Kaohsiung 807378, Taiwan
| | - Ming-Hsui Tsai
- Department of Otorhinolaryngology, China Medical University Hospital, Taichung 404327, Taiwan; (C.-C.L.); (M.-H.T.); (C.-H.H.)
| | - Chun-Hung Hua
- Department of Otorhinolaryngology, China Medical University Hospital, Taichung 404327, Taiwan; (C.-C.L.); (M.-H.T.); (C.-H.H.)
| | - Kwei-Jing Chen
- School of Dentistry, China Medical University, Taichung 404328, Taiwan; (K.-J.C.); (M.Y.-C.C.)
- Department of Dentistry, China Medical University Hospital, Taichung 404327, Taiwan
| | - Michael Yuan-Chien Chen
- School of Dentistry, China Medical University, Taichung 404328, Taiwan; (K.-J.C.); (M.Y.-C.C.)
- Department of Dentistry, China Medical University Hospital, Taichung 404327, Taiwan
| | - Ming-Yu Lien
- School of Medicine, China Medical University, Taichung 404328, Taiwan;
- Division of Hematology and Oncology, Department of Internal Medicine, China Medical University Hospital, Taichung 404327, Taiwan
- Correspondence: (M.-Y.L.); (C.-H.T.); Tel.: +886-2205-2121 (ext. 1513) (M.-Y.L.); +886-2205-2121 (ext. 7726) (C.-H.T.)
| | - Chih-Hsin Tang
- School of Medicine, China Medical University, Taichung 404328, Taiwan;
- Graduate Institute of Basic Medical Science, China Medical University, Taichung 404328, Taiwan;
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung 404328, Taiwan
- Chinese Medicine Research Center, China Medical University, Taichung 404333, Taiwan
- Department of Biotechnology, College of Health Science, Asia University, Taichung 413305, Taiwan
- Correspondence: (M.-Y.L.); (C.-H.T.); Tel.: +886-2205-2121 (ext. 1513) (M.-Y.L.); +886-2205-2121 (ext. 7726) (C.-H.T.)
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Multiplex Tissue Imaging: Spatial Revelations in the Tumor Microenvironment. Cancers (Basel) 2022; 14:cancers14133170. [PMID: 35804939 PMCID: PMC9264815 DOI: 10.3390/cancers14133170] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 06/22/2022] [Accepted: 06/23/2022] [Indexed: 11/17/2022] Open
Abstract
Simple Summary Cancer is the leading cause of death worldwide, and the overall aging of the population results in an increased risk of a cancer diagnosis during a person’s lifetime. Diagnosis and treatment at an early stage will typically increase the chances of survival. Tumors can develop therapy resistance, and it is difficult to predict how individual patients will respond to therapy. Most studies that aim to resolve this problem have focused on studying the composition and characteristics of dissociated tumors, while ignoring the role of cell localization and interactions within the tumor microenvironment. In the past decade, technological innovations have enabled multiplex imaging analyses of intact tumors to study localization and interaction parameters, which can be used as biomarkers, or can be correlated with treatment responses and clinical outcomes. Abstract The tumor microenvironment is a complex ecosystem containing various cell types, such as immune cells, fibroblasts, and endothelial cells, which interact with the tumor cells. In recent decades, the cancer research field has gained insight into the cellular subtypes that are involved in tumor microenvironment heterogeneity. Moreover, it has become evident that cellular interactions in the tumor microenvironment can either promote or inhibit tumor development, progression, and drug resistance, depending on the context. Multiplex spatial analysis methods have recently been developed; these have offered insight into how cellular crosstalk dynamics and heterogeneity affect cancer prognoses and responses to treatment. Multiplex (imaging) technologies and computational analysis methods allow for the spatial visualization and quantification of cell–cell interactions and properties. These technological advances allow for the discovery of cellular interactions within the tumor microenvironment and provide detailed single-cell information on properties that define cellular behavior. Such analyses give insights into the prognosis and mechanisms of therapy resistance, which is still an urgent problem in the treatment of multiple types of cancer. Here, we provide an overview of multiplex imaging technologies and concepts of downstream analysis methods to investigate cell–cell interactions, how these studies have advanced cancer research, and their potential clinical implications.
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Le Rochais M, Hemon P, Pers JO, Uguen A. Application of High-Throughput Imaging Mass Cytometry Hyperion in Cancer Research. Front Immunol 2022; 13:859414. [PMID: 35432353 PMCID: PMC9009368 DOI: 10.3389/fimmu.2022.859414] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 03/10/2022] [Indexed: 12/21/2022] Open
Abstract
Imaging mass cytometry (IMC) enables the in situ analysis of in-depth-phenotyped cells in their native microenvironment within the preserved architecture of a single tissue section. To date, it permits the simultaneous analysis of up to 50 different protein- markers targeted by metal-conjugated antibodies. The application of IMC in the field of cancer research may notably help 1) to define biomarkers of prognostic and theragnostic significance for current and future treatments against well-established and novel therapeutic targets and 2) to improve our understanding of cancer progression and its resistance mechanisms to immune system and how to overcome them. In the present article, we not only provide a literature review on the use of the IMC in cancer-dedicated studies but we also present the IMC method and discuss its advantages and limitations among methods dedicated to deciphering the complexity of cancer tissue.
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Affiliation(s)
- Marion Le Rochais
- B Lymphocytes, Autoimmunity and Immunotherapies, UMR1227, Immunology Department, Augustin Morvan Hospital, Brest, France
- Pathology Department, Augustin Morvan Hospital, Brest, France
| | - Patrice Hemon
- B Lymphocytes, Autoimmunity and Immunotherapies, UMR1227, Immunology Department, Augustin Morvan Hospital, Brest, France
| | - Jacques-Olivier Pers
- B Lymphocytes, Autoimmunity and Immunotherapies, UMR1227, Immunology Department, Augustin Morvan Hospital, Brest, France
| | - Arnaud Uguen
- B Lymphocytes, Autoimmunity and Immunotherapies, UMR1227, Immunology Department, Augustin Morvan Hospital, Brest, France
- Pathology Department, Augustin Morvan Hospital, Brest, France
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Ung N, Goldbeck C, Man C, Hoeflich J, Sun R, Barbetta A, Matasci N, Katz J, Lee JSH, Chopra S, Asgharzadeh S, Warren M, Sher L, Kohli R, Akbari O, Genyk Y, Emamaullee J. Adaptation of Imaging Mass Cytometry to Explore the Single Cell Alloimmune Landscape of Liver Transplant Rejection. Front Immunol 2022; 13:831103. [PMID: 35432320 PMCID: PMC9009043 DOI: 10.3389/fimmu.2022.831103] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 03/08/2022] [Indexed: 12/14/2022] Open
Abstract
Rejection continues to be an important cause of graft loss in solid organ transplantation, but deep exploration of intragraft alloimmunity has been limited by the scarcity of clinical biopsy specimens. Emerging single cell immunoprofiling technologies have shown promise in discerning mechanisms of autoimmunity and cancer immunobiology. Within these applications, Imaging Mass Cytometry (IMC) has been shown to enable highly multiplexed, single cell analysis of immune phenotypes within fixed tissue specimens. In this study, an IMC panel of 10 validated markers was developed to explore the feasibility of IMC in characterizing the immune landscape of chronic rejection (CR) in clinical tissue samples obtained from liver transplant recipients. IMC staining was highly specific and comparable to traditional immunohistochemistry. A single cell segmentation analysis pipeline was developed that enabled detailed visualization and quantification of 109,245 discrete cells, including 30,646 immune cells. Dimensionality reduction identified 11 unique immune subpopulations in CR specimens. Most immune subpopulations were increased and spatially related in CR, including two populations of CD45+/CD3+/CD8+ cytotoxic T-cells and a discrete CD68+ macrophage population, which were not observed in liver with no rejection (NR). Modeling via principal component analysis and logistic regression revealed that single cell data can be utilized to construct statistical models with high consistency (Wilcoxon Rank Sum test, p=0.000036). This study highlights the power of IMC to investigate the alloimmune microenvironment at a single cell resolution during clinical rejection episodes. Further validation of IMC has the potential to detect new biomarkers, identify therapeutic targets, and generate patient-specific predictive models of clinical outcomes in solid organ transplantation.
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Affiliation(s)
- Nolan Ung
- Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, United States
| | - Cameron Goldbeck
- Division of Hepatobiliary and Abdominal Organ Transplant Surgery, Department of Surgery, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Cassandra Man
- Division of Hepatobiliary and Abdominal Organ Transplant Surgery, Department of Surgery, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Julianne Hoeflich
- Division of Hepatobiliary and Abdominal Organ Transplant Surgery, Department of Surgery, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Ren Sun
- Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, United States
| | - Arianna Barbetta
- Division of Hepatobiliary and Abdominal Organ Transplant Surgery, Department of Surgery, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Naim Matasci
- Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, United States
| | - Jonathan Katz
- Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, United States
| | - Jerry S. H. Lee
- Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Department of Chemical Engineering and Material Sciences, University of Southern California, Los Angeles, CA, United States
| | - Shefali Chopra
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Department of Pathology, University of Southern California, Los Angeles, CA, United States
| | - Shahab Asgharzadeh
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Department of Pediatrics, Children’s Hospital-Los Angeles, Los Angeles, CA, United States
| | - Mika Warren
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Department of Pathology, Children’s Hospital-Los Angeles, Los Angeles, CA, United States
| | - Linda Sher
- Division of Hepatobiliary and Abdominal Organ Transplant Surgery, Department of Surgery, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Rohit Kohli
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Department of Pediatrics, Children’s Hospital-Los Angeles, Los Angeles, CA, United States
| | - Omid Akbari
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Department of Molecular Microbiology and Immunology, University of Southern California, Los Angeles, CA, United States
| | - Yuri Genyk
- Division of Hepatobiliary and Abdominal Organ Transplant Surgery, Department of Surgery, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Juliet Emamaullee
- Division of Hepatobiliary and Abdominal Organ Transplant Surgery, Department of Surgery, University of Southern California, Los Angeles, CA, United States
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Department of Molecular Microbiology and Immunology, University of Southern California, Los Angeles, CA, United States
- *Correspondence: Juliet Emamaullee,
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