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Zhao D, Cai F, Liu X, Li T, Zhao E, Wang X, Zheng Z. CEACAM6 expression and function in tumor biology: a comprehensive review. Discov Oncol 2024; 15:186. [PMID: 38796667 PMCID: PMC11127906 DOI: 10.1007/s12672-024-01053-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 05/22/2024] [Indexed: 05/28/2024] Open
Abstract
Carcinoembryonic antigen-related cell adhesion molecule 6 (CEACAM6) is an immunoglobulin superfamily protein primarily expressed on epithelial surfaces and myeloid cells. It plays a significant role in cancer progression by inhibiting apoptosis, promoting drug resistance, and facilitating cancer cell invasion and metastasis. Overexpression of CEACAM6 has been observed in various cancers, including lung, breast, colorectal, and hepatocellular cancers, and is associated with poorer overall survival and disease-free survival. Its differential expression on tumor cell surfaces makes it a promising cancer marker. This review aims to provide a comprehensive summary of CEACAM6's role in different cancer types, its involvement in signaling pathways, and recent advancements in CEACAM6-targeted treatments.
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Affiliation(s)
- Dong Zhao
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
| | - Fei Cai
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
- China Medical University, Shenyang, China
| | - Xuefei Liu
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
| | - Tingting Li
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
| | - Ershu Zhao
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
| | - Xinlong Wang
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
| | - Zhendong Zheng
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China.
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Wu G, Wang D, Xiong F, Wang Q, Liu W, Chen J, Chen Y. The emerging roles of CEACAM6 in human cancer (Review). Int J Oncol 2024; 64:27. [PMID: 38240103 PMCID: PMC10836497 DOI: 10.3892/ijo.2024.5615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 01/04/2024] [Indexed: 01/23/2024] Open
Abstract
Carcinoembryonic antigen (CEA)‑related cell adhesion molecule 6 (CEACAM6) is a cell adhesion protein of the CEA family of glycosyl phosphatidyl inositol anchored cell surface glycoproteins. A wealth of research has demonstrated that CEACAM6 is generally upregulated in pancreatic adenocarcinoma, breast cancer, non‑small cell lung cancer, gastric cancer, colon cancer and other cancers and promotes tumor progression, invasion and metastasis. The transcriptional expression of CEACAM6 is regulated by various factors, including the CD151/TGF‑β1/Smad3 axis, microRNA (miR)‑146, miR‑26a, miR‑29a/b/c, miR‑128, miR‑1256 and DNA methylation. In addition, the N‑glycosylation of CEACAM6 protein at Asn256 is mediated by α‑1,6‑mannosylglycoptotein 6‑β‑N‑acetylglucosaminyltransferase. In terms of downstream signaling pathways, CEACAM6 promotes tumor proliferation by increasing levels of cyclin D1 and cyclin‑dependent kinase 4 proteins. CEACAM6 can activate the ERK1/2/MAPK or SRC/focal adhesion kinase/PI3K/AKT pathways directly or through EGFR, leading to stimulation of tumor proliferation, invasion, migration, resistance to anoikis and chemotherapy, as well as angiogenesis. This article provides a review of the expression pattern, biological function and relationship with prognosis of CEACAM6 in cancer. In summary, CEACAM6 may be a valuable diagnostic biomarker and potential therapeutic target for human cancers exhibiting overexpression of CEACAM6.
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Affiliation(s)
- Guanhua Wu
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Da Wang
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Fei Xiong
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Qi Wang
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Wenzheng Liu
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Junsheng Chen
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Yongjun Chen
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
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Saint-André V, Charbit B, Biton A, Rouilly V, Possémé C, Bertrand A, Rotival M, Bergstedt J, Patin E, Albert ML, Quintana-Murci L, Duffy D. Smoking changes adaptive immunity with persistent effects. Nature 2024; 626:827-835. [PMID: 38355791 PMCID: PMC10881394 DOI: 10.1038/s41586-023-06968-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 12/13/2023] [Indexed: 02/16/2024]
Abstract
Individuals differ widely in their immune responses, with age, sex and genetic factors having major roles in this inherent variability1-6. However, the variables that drive such differences in cytokine secretion-a crucial component of the host response to immune challenges-remain poorly defined. Here we investigated 136 variables and identified smoking, cytomegalovirus latent infection and body mass index as major contributors to variability in cytokine response, with effects of comparable magnitudes with age, sex and genetics. We find that smoking influences both innate and adaptive immune responses. Notably, its effect on innate responses is quickly lost after smoking cessation and is specifically associated with plasma levels of CEACAM6, whereas its effect on adaptive responses persists long after individuals quit smoking and is associated with epigenetic memory. This is supported by the association of the past smoking effect on cytokine responses with DNA methylation at specific signal trans-activators and regulators of metabolism. Our findings identify three novel variables associated with cytokine secretion variability and reveal roles for smoking in the short- and long-term regulation of immune responses. These results have potential clinical implications for the risk of developing infections, cancers or autoimmune diseases.
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Affiliation(s)
- Violaine Saint-André
- Translational Immunology Unit, Department of Immunology, Institut Pasteur, Université Paris Cité, Paris, France.
- Institut Pasteur, Université Paris Cité, Bioinformatics and Biostatistics Hub, Paris, France.
| | - Bruno Charbit
- Cytometry and Biomarkers UTechS, Center for Translational Research, Institut Pasteur, Université Paris Cité, Paris, France
| | - Anne Biton
- Institut Pasteur, Université Paris Cité, Bioinformatics and Biostatistics Hub, Paris, France
| | | | - Céline Possémé
- Translational Immunology Unit, Department of Immunology, Institut Pasteur, Université Paris Cité, Paris, France
| | - Anthony Bertrand
- Translational Immunology Unit, Department of Immunology, Institut Pasteur, Université Paris Cité, Paris, France
- Frontiers of Innovation in Research and Education PhD Program, LPI Doctoral School, Université Paris Cité, Paris, France
| | - Maxime Rotival
- Institut Pasteur, Université Paris Cité, CNRS UMR2000, Human Evolutionary Genetics Unit, Paris, France
| | - Jacob Bergstedt
- Institut Pasteur, Université Paris Cité, CNRS UMR2000, Human Evolutionary Genetics Unit, Paris, France
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Etienne Patin
- Institut Pasteur, Université Paris Cité, CNRS UMR2000, Human Evolutionary Genetics Unit, Paris, France
| | | | - Lluis Quintana-Murci
- Institut Pasteur, Université Paris Cité, CNRS UMR2000, Human Evolutionary Genetics Unit, Paris, France
- Chair Human Genomics and Evolution, Collège de France, Paris, France
| | - Darragh Duffy
- Translational Immunology Unit, Department of Immunology, Institut Pasteur, Université Paris Cité, Paris, France.
- Cytometry and Biomarkers UTechS, Center for Translational Research, Institut Pasteur, Université Paris Cité, Paris, France.
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Lin WR, Liu WQ, Meng XY, Liu XT, Kou ZY, Li WL, Yang J. Identification of driving genes of familial adenomatous polyposis by differential gene expression analysis and weighted gene co-expression network analysis. Technol Health Care 2024; 32:1675-1696. [PMID: 38073344 PMCID: PMC11091565 DOI: 10.3233/thc-230719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 10/07/2023] [Indexed: 05/12/2024]
Abstract
BACKGROUND Despite the advancement of new screening strategies and the advances in pharmacological therapies, the cancerization rates of familial adenomatous polyposis (FAP) are stable and even increased in the last years. Therefore, it necessitates additional research to characterize and understand the underlying mechanisms of FAP. OBJECTIVE To determine the genes that drive the pathogenesis of familial adenomatous polyposis (FAP). METHODS We performed on a cohort (GSE111156) gene profile, which consist of four group of gene expressions (the gene expressions of cancer, adenoma and normal tissue of duodenal cancer from patients with FAP were defined as Case N, Case A and Case C respectively, while that of adenoma tissue from patients with FAP who did not have duodenal cancer was Ctrl A). Tracking Tumor Immunophenotype (TIP) website was applied to reveal immune infiltration profile and signature genes of FAP. We merged the genes of key module (pink and midnight module) with signature genes to obtained the biomarkers related with FAP pathogenesis. The expression of these five biomarkers in FAP intratumoral region (IT) and tumor rim (TR) was detected with Quantitative Real-Time Polymerase Chain Reaction (qRT-PCR). RESULTS In total, 220, 23 and 63 DEGs were determined in Cases C, A and N, in comparison to Ctrl A. In total, 196 and 10 DEGs were determined in Cases C and A, separately, as compared to Case N. A total of four biomarkers including CCL5, CD3G, CD2 and TLR3 were finally identified associated with pink module, while only one biomarker (KLF2) associated with midnight module was identified. All biomarkers were evidently raised in FAP IT tissues utilizing qRT-PCR. CONCLUSION We identified five potential biomarkers for pathogenesis of FAP to understand the fundamental mechanisms of FAP progression and revealed some probable targets for the diagnosis or treatment of FAP.
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Affiliation(s)
- Wan-Rong Lin
- Department of Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Wei-Qing Liu
- Department of Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- Department of Internal Medicine-Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Xuan-Yu Meng
- Department of Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Xiao-Ting Liu
- Department of Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Zhi-Yong Kou
- Department of Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Wen-Liang Li
- Colorectal Cancer Clinical Research Center, Third Affiliated Hospital, Kunming Medical University, Kunming, Yunnan, China
| | - Jun Yang
- Department of Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
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5
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Cardenas KCA, Enos CW, Spear MR, Austin DE, Almofeez R, Kortchak S, Pincus L, Guo HB, Dolezal S, Pierce JM, Furth E, Gineste C, Kwon Y, Gelber C. CT109-SN-38, a Novel Antibody-drug Conjugate with Dual Specificity for CEACAM5 and 6, Elicits Potent Killing of Pancreatic Cancer Cells. Curr Cancer Drug Targets 2024; 24:720-732. [PMID: 38178674 DOI: 10.2174/0115680096260614231115192343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 08/18/2023] [Accepted: 10/03/2023] [Indexed: 01/06/2024]
Abstract
BACKGROUND CEACAM5 and CEACAM6 are glycosylphosphatidylinositol (GPI)- linked members of the carcinoembryonic antigen-related cell adhesion molecule (CEACAM) family, which are frequently upregulated in epithelial cancers where they contribute to invasion, metastasis, immune evasion, and resistance to anoikis. CT109 is a novel antibody with dual specificity to both CEACAM5 and 6. OBJECTIVES In this study, we aimed to perform the preclinical characterization of CT109 and antibody- drug conjugate (ADCs) derivatives of CT109, focusing on CT109-SN-38. METHODS CT109's cognate epitope was characterized by scanning mutagenesis. CT109 specificity and internalization kinetics were assessed by immunoblot and flow cytometry, respectively. Cognate antigen expression prevalence in colorectal cancer and normal tissue arrays was determined by immunohistochemistry. CT109 conjugations were generated by the reaction of reduced CT109 cysteines with maleimide-functionalized payload linkers. In vitro cytotoxic activity of CT109 ADCs was characterized on antigen-positive and negative pancreatic ductal adenocarcinoma cell (PDAC) lines using a luminometric viability assay. In vivo efficacy of CT109-SN-38 was assessed on a PDAC tumor xenograft model at 10 and 25 mg/kg concentrations. RESULTS CT109 was shown to bind a glycoepitope centered on N309. CT109 is internalized in the CEACAM5+/CEACAM6+ double-positive PDAC line, BxPC-3, with a t1/2 of 2.3 hours. CT109 ADCs elicit a dose and antigen-dependent cytotoxic effect, with CT109-SN-38 exhibiting an IC50 value of 21 nM in BxPC-3 cells. In a BxPC-3 tumor xenograft model, CT109-SN-38 reduced tumor growth and induced regression in 3/10 mice at a concentration 25 mg/kg. CONCLUSION These data suggest that further preclinical and clinical development of CT109-SN-38 is warranted.
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Affiliation(s)
| | | | - Mark R Spear
- Stromatis Pharma, 9501 Discovery Blvd Manassas, VA 20109, USA
| | - Dana E Austin
- Stromatis Pharma, 9501 Discovery Blvd Manassas, VA 20109, USA
| | - Raghad Almofeez
- Stromatis Pharma, 9501 Discovery Blvd Manassas, VA 20109, USA
| | | | - Lauren Pincus
- Stromatis Pharma, 9501 Discovery Blvd Manassas, VA 20109, USA
| | - Hua-Bei Guo
- University of Georgia Cancer Center, Department of Biochemistry and Molecular Biology and the Complex Carbohydrate Research Center (CCRC), USA
| | - Samuel Dolezal
- University of Georgia Cancer Center, Department of Biochemistry and Molecular Biology and the Complex Carbohydrate Research Center (CCRC), USA
| | - J Michael Pierce
- University of Georgia Cancer Center, Department of Biochemistry and Molecular Biology and the Complex Carbohydrate Research Center (CCRC), USA
| | - Emma Furth
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, USA
| | | | - Yongjun Kwon
- Institute: Food and Drug Administration, CDER, MD, USA
| | - Cohava Gelber
- Stromatis Pharma, 9501 Discovery Blvd Manassas, VA 20109, USA
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6
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Bedard MC, Chihanga T, Carlile A, Jackson R, Brusadelli MG, Lee D, VonHandorf A, Rochman M, Dexheimer PJ, Chalmers J, Nuovo G, Lehn M, Williams DEJ, Kulkarni A, Carey M, Jackson A, Billingsley C, Tang A, Zender C, Patil Y, Wise-Draper TM, Herzog TJ, Ferris RL, Kendler A, Aronow BJ, Kofron M, Rothenberg ME, Weirauch MT, Van Doorslaer K, Wikenheiser-Brokamp KA, Lambert PF, Adam M, Steven Potter S, Wells SI. Single cell transcriptomic analysis of HPV16-infected epithelium identifies a keratinocyte subpopulation implicated in cancer. Nat Commun 2023; 14:1975. [PMID: 37031202 PMCID: PMC10082832 DOI: 10.1038/s41467-023-37377-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 03/15/2023] [Indexed: 04/10/2023] Open
Abstract
Persistent HPV16 infection is a major cause of the global cancer burden. The viral life cycle is dependent on the differentiation program of stratified squamous epithelium, but the landscape of keratinocyte subpopulations which support distinct phases of the viral life cycle has yet to be elucidated. Here, single cell RNA sequencing of HPV16 infected compared to uninfected organoids identifies twelve distinct keratinocyte populations, with a subset mapped to reconstruct their respective 3D geography in stratified squamous epithelium. Instead of conventional terminally differentiated cells, an HPV-reprogrammed keratinocyte subpopulation (HIDDEN cells) forms the surface compartment and requires overexpression of the ELF3/ESE-1 transcription factor. HIDDEN cells are detected throughout stages of human carcinogenesis including primary human cervical intraepithelial neoplasias and HPV positive head and neck cancers, and a possible role in promoting viral carcinogenesis is supported by TCGA analyses. Single cell transcriptome information on HPV-infected versus uninfected epithelium will enable broader studies of the role of individual keratinocyte subpopulations in tumor virus infection and cancer evolution.
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Affiliation(s)
- Mary C Bedard
- Division of Oncology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
| | - Tafadzwa Chihanga
- Division of Oncology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
| | - Adrean Carlile
- Division of Oncology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
| | - Robert Jackson
- School of Animal and Comparative Biomedical Sciences, University of Arizona, Tucson, AZ, 85721, USA
| | | | - Denis Lee
- McArdle Laboratory for Cancer Research, School of Medicine and Public Health, University of Wisconsin, Madison, WI, 53705, USA
| | - Andrew VonHandorf
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
| | - Mark Rochman
- Division of Allergy and Immunology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
| | - Phillip J Dexheimer
- Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
| | - Jeffrey Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, Ohio State University, 151 W. Woodruff Ave, Columbus, OH, 43210, USA
| | - Gerard Nuovo
- Department of Pathology, Ohio State University Medical Center, Columbus, OH, 43210, USA
| | - Maria Lehn
- Division of Hematology/Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, 45267, USA
| | - David E J Williams
- Cancer Biology Graduate Interdisciplinary Program, University of Arizona, Tucson, AZ, 85721, USA
- Medical Scientist Training M.D.-Ph.D. Program (MSTP), College of Medicine-Tucson, University of Arizona, Tucson, AZ, USA
| | - Aditi Kulkarni
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, 15232, USA
- Tumor Microenvironment Center, UPMC Hillman Cancer Center, Pittsburgh, PA, 15232, USA
| | - Molly Carey
- Department of Obstetrics and Gynecology, University of Cincinnati Medical Center, Cincinnati, OH, 45267, USA
| | - Amanda Jackson
- Department of Obstetrics and Gynecology, University of Cincinnati Medical Center, Cincinnati, OH, 45267, USA
| | - Caroline Billingsley
- Department of Obstetrics and Gynecology, University of Cincinnati Medical Center, Cincinnati, OH, 45267, USA
| | - Alice Tang
- Department of Otolaryngology, University of Cincinnati, Cincinnati, OH, 45267, USA
| | - Chad Zender
- Department of Otolaryngology, University of Cincinnati, Cincinnati, OH, 45267, USA
| | - Yash Patil
- Department of Otolaryngology, University of Cincinnati, Cincinnati, OH, 45267, USA
| | - Trisha M Wise-Draper
- Division of Hematology/Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, 45267, USA
| | - Thomas J Herzog
- Department of Obstetrics and Gynecology, University of Cincinnati Medical Center, Cincinnati, OH, 45267, USA
| | - Robert L Ferris
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, 15232, USA
- Tumor Microenvironment Center, UPMC Hillman Cancer Center, Pittsburgh, PA, 15232, USA
- Department of Otolaryngology, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, 15232, USA
| | - Ady Kendler
- Department of Pathology & Laboratory Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, 45267, USA
| | - Bruce J Aronow
- Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
- Division of Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45267, USA
| | - Matthew Kofron
- Division of Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45267, USA
| | - Marc E Rothenberg
- Division of Allergy and Immunology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45267, USA
| | - Matthew T Weirauch
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45267, USA
- Divisions of Human Genetics, Biomedical Informatics and Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
| | - Koenraad Van Doorslaer
- School of Animal and Comparative Biomedical Sciences, University of Arizona, Tucson, AZ, 85721, USA
- Cancer Biology Graduate Interdisciplinary Program, University of Arizona, Tucson, AZ, 85721, USA
- The BIO5 Institute, University of Arizona, Tucson, AZ, 85721, USA
- Department of Immunobiology, University of Arizona, Tucson, AZ, 85721, USA
- UA Cancer Center, University of Arizona, Tucson, AZ, 85721, USA
| | - Kathryn A Wikenheiser-Brokamp
- Department of Pathology & Laboratory Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, 45267, USA
- Division of Pathology & Laboratory Medicine and The Perinatal Institute Division of Pulmonary Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
| | - Paul F Lambert
- McArdle Laboratory for Cancer Research, School of Medicine and Public Health, University of Wisconsin, Madison, WI, 53705, USA
| | - Mike Adam
- Division of Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA.
| | - S Steven Potter
- Division of Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA.
| | - Susanne I Wells
- Division of Oncology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA.
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45267, USA.
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Charytonowicz D, Brody R, Sebra R. Interpretable and context-free deconvolution of multi-scale whole transcriptomic data with UniCell deconvolve. Nat Commun 2023; 14:1350. [PMID: 36906603 PMCID: PMC10008582 DOI: 10.1038/s41467-023-36961-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 02/27/2023] [Indexed: 03/13/2023] Open
Abstract
We introduce UniCell: Deconvolve Base (UCDBase), a pre-trained, interpretable, deep learning model to deconvolve cell type fractions and predict cell identity across Spatial, bulk-RNA-Seq, and scRNA-Seq datasets without contextualized reference data. UCD is trained on 10 million pseudo-mixtures from a fully-integrated scRNA-Seq training database comprising over 28 million annotated single cells spanning 840 unique cell types from 898 studies. We show that our UCDBase and transfer-learning models achieve comparable or superior performance on in-silico mixture deconvolution to existing, reference-based, state-of-the-art methods. Feature attribute analysis uncovers gene signatures associated with cell-type specific inflammatory-fibrotic responses in ischemic kidney injury, discerns cancer subtypes, and accurately deconvolves tumor microenvironments. UCD identifies pathologic changes in cell fractions among bulk-RNA-Seq data for several disease states. Applied to lung cancer scRNA-Seq data, UCD annotates and distinguishes normal from cancerous cells. Overall, UCD enhances transcriptomic data analysis, aiding in assessment of cellular and spatial context.
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Affiliation(s)
- Daniel Charytonowicz
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Rachel Brody
- Department of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Robert Sebra
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Icahn Genomics Institute, New York, NY, USA.
- Black Family Stem Cell Institute, New York, NY, USA.
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8
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CEACAMS 1, 5, and 6 in disease and cancer: interactions with pathogens. Genes Cancer 2023; 14:12-29. [PMID: 36741860 PMCID: PMC9891707 DOI: 10.18632/genesandcancer.230] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 01/20/2023] [Indexed: 02/04/2023] Open
Abstract
The CEA family comprises 18 genes and 11 pseudogenes located at chromosome 19q13.2 and is divided into two main groups: cell surface anchored CEA-related cell adhesion molecules (CEACAMs) and the secreted pregnancy-specific glycoproteins (PSGs). CEACAMs are highly glycosylated cell surface anchored, intracellular, and intercellular signaling molecules with diverse functions, from cell differentiation and transformation to modulating immune responses associated with infection, inflammation, and cancer. In this review, we explore current knowledge surrounding CEACAM1, CEACAM5, and CEACAM6, highlight their pathological significance in the areas of cancer biology, immunology, and inflammatory disease, and describe the utility of murine models in exploring questions related to these proteins.
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9
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Burgos M, Cavero-Redondo I, Álvarez-Bueno C, Galán-Moya EM, Pandiella A, Amir E, Ocaña A. Prognostic value of the immune target CEACAM6 in cancer: a meta-analysis. Ther Adv Med Oncol 2022; 14:17588359211072621. [PMID: 35082925 PMCID: PMC8785271 DOI: 10.1177/17588359211072621] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 12/20/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Identification of membrane proteins differentially expressed on tumor cells is a key step in drug development. The carcinoembryonic antigen-related cell adhesion molecule 6 (CEACAM6) is a cell adhesion protein belonging to the immunoglobulin superfamily. Here, we explore the prognostic role CEACAM6 expression on patient outcome in cancer. METHODS A systematic search for studies evaluating the association between tumor expression of CEACAM6 and overall survival (OS) and disease-free survival (DFS) was performed. Hazard ratios (HR) were pooled in a meta-analysis using generic inverse variance and random effect modeling. Subgroup analyses were conducted based on tumor type and method of HR extraction. RESULTS Sixteen studies met the inclusion criteria. CEACAM6 expression was associated with worse OS [HR = 1.96, 95% confidence interval (CI) = 1.51-2.53], and DFS (HR = 2.49, 95% CI = 2.01-3.07) with subgroup analysis showing no significant differences between disease site subgroups. CONCLUSIONS High expression of CEACAM6 is associated with worse OS and DFS in different malignancies. CEACAM6 is a target for the future development of novel therapeutics.
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Affiliation(s)
- Miguel Burgos
- Translational Research Unit, Translational Oncology Laboratory, Albacete University Hospital, Albacete, SpainCentro Regional de Investigaciones Biomédicas, Castilla-La Mancha University (CRIB-UCLM), Albacete, SpainDepartment of Nutrition, Food Science and Physiology, School of Pharmacy and Nutrition, University of Navarra, Pamplona, Spain
| | - Iván Cavero-Redondo
- Health and Social Care Research Center, Universidad de Castilla-La Mancha, Cuenca, SpainRehabilitation in Health Research Center (CIRES), Universidad de las Américas, Santiago, Chile
| | - Celia Álvarez-Bueno
- Health and Social Care Research Center, Universidad de Castilla-La Mancha, Cuenca, Spain
| | - Eva María Galán-Moya
- Centro Regional de Investigaciones Biomédicas, Castilla-La Mancha University (CRIB-UCLM), Albacete, SpainFaculty of Nursing, Castilla-La Mancha University (UCLM), Albacete, Spain
| | - Atanasio Pandiella
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Salamanca, SpainInstituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, SpainCIBERONC, Salamanca, SpainConsejo Superior de Investigaciones Científicas (CSIC), Salamanca, Spain
| | - Eitan Amir
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, and Department of Medicine, University of Toronto, 610 University Avue, 700U, 7-721, Toronto, ON, M5G 2M9, Canada
| | - Alberto Ocaña
- Hospital Clínico San Carlos and CIBERONC, 28040 Madrid, SpainCentro Regional de Investigaciones Biomédicas, Castilla-La Mancha University (CRIB-UCLM), Albacete, Spain
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10
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Li Y, Polyak D, Lamsam L, Connolly ID, Johnson E, Khoeur LK, Andersen S, Granucci M, Stanley G, Liu B, Nagpal S, Hayden Gephart M. Comprehensive RNA analysis of CSF reveals a role for CEACAM6 in lung cancer leptomeningeal metastases. NPJ Precis Oncol 2021; 5:90. [PMID: 34625644 PMCID: PMC8501028 DOI: 10.1038/s41698-021-00228-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 08/26/2021] [Indexed: 12/02/2022] Open
Abstract
Non-small cell lung cancer (NSCLC) metastatic to the brain leptomeninges is rapidly fatal, cannot be biopsied, and cancer cells in the cerebrospinal fluid (CSF) are few; therefore, available tissue samples to develop effective treatments are severely limited. This study aimed to converge single-cell RNA-seq and cell-free RNA (cfRNA) analyses to both diagnose NSCLC leptomeningeal metastases (LM), and to use gene expression profiles to understand progression mechanisms of NSCLC in the brain leptomeninges. NSCLC patients with suspected LM underwent withdrawal of CSF via lumbar puncture. Four cytology-positive CSF samples underwent single-cell capture (n = 197 cells) by microfluidic chip. Using robust principal component analyses, NSCLC LM cell gene expression was compared to immune cells. Massively parallel qPCR (9216 simultaneous reactions) on human CSF cfRNA samples compared the relative gene expression of patients with NSCLC LM (n = 14) to non-tumor controls (n = 7). The NSCLC-associated gene, CEACAM6, underwent in vitro validation in NSCLC cell lines for involvement in pathologic behaviors characteristic of LM. NSCLC LM gene expression revealed by single-cell RNA-seq was also reflected in CSF cfRNA of cytology-positive patients. Tumor-associated cfRNA (e.g., CEACAM6, MUC1) was present in NSCLC LM patients' CSF, but not in controls (CEACAM6 detection sensitivity 88.24% and specificity 100%). Cell migration in NSCLC cell lines was directly proportional to CEACAM6 expression, suggesting a role in disease progression. NSCLC-associated cfRNA is detectable in the CSF of patients with LM, and corresponds to the gene expression profile of NSCLC LM cells. CEACAM6 contributes significantly to NSCLC migration, a hallmark of LM pathophysiology.
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Affiliation(s)
- Yingmei Li
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Dina Polyak
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Layton Lamsam
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Ian David Connolly
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Eli Johnson
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Lina Khav Khoeur
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Stephanie Andersen
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Monica Granucci
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Geoff Stanley
- Department of Biophysics, Stanford University School of Medicine, Stanford, CA, USA
| | - Boxiang Liu
- Department of Biology, Stanford University School of Humanities & Sciences, Stanford, CA, USA
| | - Seema Nagpal
- Department of Neurology & Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
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11
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An F, Zheng C, Zhang G, Zhou L, Wu Y, Hou Z, Zhou Z, Chen K, Zhan Q. Carcinoembryonic Antigen Related Cell Adhesion Molecule 6 Promotes Carcinogenesis of Gastric Cancer and Anti-CEACAM6 Fluorescent Probe Can Diagnose the Precancerous Lesions. Front Oncol 2021; 11:643669. [PMID: 34221964 PMCID: PMC8248535 DOI: 10.3389/fonc.2021.643669] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 04/20/2021] [Indexed: 12/16/2022] Open
Abstract
The diagnosis of precancerous lesions or early gastric cancer (EGC) is very important for patient survival. Molecular imaging is a visualized method that can easily and precisely diagnose tumors. However, there are currently few studies about molecular imaging diagnosis of EGC. Here, we studied the expression of carcinoembryonic antigen related cell adhesion molecule 6 (CEACAM6) in the progression of GC. Then, the regulatory roles of CEACAM6 in GC cells were investigated. Furthermore, both the fluorescent-labeled and near infrared molecular-labeled probes were synthesized, and the diagnostic value of anti-CEACAM6 probes in GC was evaluated in vivo using a GC mice model as well as in vitro using fresh dysplastic gastric mucosa obtained from endoscopic submucosal dissection (ESD) operations. Our study showed that CEACAM6 was over expressed in GC tissues compared to adjacent tissues, and the patients with higher CEACAM6 expression had lower survival time. Moreover, the CEACAM6 expression was higher in the dysplastic gastric mucosa than in the adjacent normal mucosa. CEACAM6 accelerated the growth, proliferation, and invasion of GC cells in the in vitro and in vivo studies. Moreover, up regulated CEACAM6 can induce the expression of proteins related to GC progression. Furthermore, the anti-CEACAM6 probes exhibited good affinity with GC cell lines. The probes can track tumors as well as metastases in the mice model in vivo, and can precisely identify the area of dysplastic gastric mucosa using specimens obtained from ESD operations by wide field fluorescent endoscopy. The surface micro features of the mucosa can also be observed using fluorescent micro endoscopy, and the degree of atypia can be distinguished by both the signal intensity and surface micro morphology. CEACAM6 is a key molecular marker in GC progression, and the anti-CEACAM6 probe-assisted fluorescent endoscopy may be a potential option for the diagnosis of precancerous lesions.
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Affiliation(s)
- Fangmei An
- Department of Gastroenterology, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China
| | - Chuwei Zheng
- Department of Gastroenterology, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China
| | - Guoqiang Zhang
- Department of Gastroenterology, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China
| | - Liangyun Zhou
- Department of Gastroenterology, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China
| | - Yuqing Wu
- Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, China
| | - Zheng Hou
- Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, China
| | - Zhiyi Zhou
- Department of Pathology, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China
| | - Ke Chen
- Department of Gastroenterology, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China
| | - Qiang Zhan
- Department of Gastroenterology, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China
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12
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Kurlinkus B, Ger M, Kaupinis A, Jasiunas E, Valius M, Sileikis A. CEACAM6's Role as a Chemoresistance and Prognostic Biomarker for Pancreatic Cancer: A Comparison of CEACAM6's Diagnostic and Prognostic Capabilities with Those of CA19-9 and CEA. Life (Basel) 2021; 11:life11060542. [PMID: 34207784 PMCID: PMC8226832 DOI: 10.3390/life11060542] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 06/04/2021] [Accepted: 06/07/2021] [Indexed: 12/28/2022] Open
Abstract
Survival rates from pancreatic cancer have remained stagnant for decades due to the heterogenic nature of the disease. This study aimed to find a new advanced biomarker and evaluate its clinical capabilities, thus enabling more individualised pancreatic cancer management. Between 2013 and 2020, 267 patients were included in the study. Surgically collected pancreatic tissue samples were analysed via high-definition mass spectrometry. Carcinoembryonic antigen-related cell adhesion molecule 6 (CEACAM6) was discovered as a possible promising pancreatic cancer biomarker. The predominance of CEACAM6 to pancreatic cancer was validated using antibodies in tissue samples. CEACAM6, carbohydrate antigen 19-9 (CA19-9), and carcinoembryonic antigen (CEA) blood serum concentrations were evaluated for clinical evaluation and comparison. Kaplan-Meier survival analyses were used to evaluate disease-free survival (DFS) and overall survival (OS). Poorer overall survival was significantly dependent on increased CEACAM6 blood serum concentrations (17.0 vs. 12.6 months, p = 0.017) in pancreatic cancer patients after radical treatment and adjuvant chemotherapy. Increased CEA and CA19-9 concentrations showed no significant dependencies with survival. Thus, CEACAM6 is a promising new biomarker with significant prognostic value and prediction of chemoresistance properties, enabling the improvement of individualised approaches to patients with pancreatic cancer.
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Affiliation(s)
- Benediktas Kurlinkus
- Clinic of Gastroenterology, Nephrourology and Surgery, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, LT-03101 Vilnius, Lithuania;
- Correspondence: ; Tel.: +370-67437295
| | - Marija Ger
- Proteomics Center, Institute of Biochemistry, Vilnius University Life Sciences Center, LT-10257 Vilnius, Lithuania; (M.G.); (A.K.); (M.V.)
| | - Algirdas Kaupinis
- Proteomics Center, Institute of Biochemistry, Vilnius University Life Sciences Center, LT-10257 Vilnius, Lithuania; (M.G.); (A.K.); (M.V.)
| | - Eugenijus Jasiunas
- Centre of Informatics and Development, Vilnius University Hospital Santaros Klinikos, LT-08661 Vilnius, Lithuania;
| | - Mindaugas Valius
- Proteomics Center, Institute of Biochemistry, Vilnius University Life Sciences Center, LT-10257 Vilnius, Lithuania; (M.G.); (A.K.); (M.V.)
| | - Audrius Sileikis
- Clinic of Gastroenterology, Nephrourology and Surgery, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, LT-03101 Vilnius, Lithuania;
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13
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Schäfer D, Tomiuk S, Küster LN, Rawashdeh WA, Henze J, Tischler-Höhle G, Agorku DJ, Brauner J, Linnartz C, Lock D, Kaiser A, Herbel C, Eckardt D, Lamorte M, Lenhard D, Schüler J, Ströbel P, Missbach-Guentner J, Pinkert-Leetsch D, Alves F, Bosio A, Hardt O. Identification of CD318, TSPAN8 and CD66c as target candidates for CAR T cell based immunotherapy of pancreatic adenocarcinoma. Nat Commun 2021; 12:1453. [PMID: 33674603 PMCID: PMC7935963 DOI: 10.1038/s41467-021-21774-4] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Accepted: 02/09/2021] [Indexed: 12/17/2022] Open
Abstract
A major roadblock prohibiting effective cellular immunotherapy of pancreatic ductal adenocarcinoma (PDAC) is the lack of suitable tumor-specific antigens. To address this challenge, here we combine flow cytometry screenings, bioinformatic expression analyses and a cyclic immunofluorescence platform. We identify CLA, CD66c, CD318 and TSPAN8 as target candidates among 371 antigens and generate 32 CARs specific for these molecules. CAR T cell activity is evaluated in vitro based on target cell lysis, T cell activation and cytokine release. Promising constructs are evaluated in vivo. CAR T cells specific for CD66c, CD318 and TSPAN8 demonstrate efficacies ranging from stabilized disease to complete tumor eradication with CD318 followed by TSPAN8 being the most promising candidates for clinical translation based on functionality and predicted safety profiles. This study reveals potential target candidates for CAR T cell based immunotherapy of PDAC together with a functional set of CAR constructs specific for these molecules.
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Affiliation(s)
- Daniel Schäfer
- Miltenyi Biotec GmbH, R&D, Bergisch Gladbach, North Rhine-Westphalia, Germany
- University Medical Center Göttingen, Clinic for Hematology and Medical Oncology, Göttingen, Lower Saxony, Germany
- University Medical Center Göttingen, Institute for Diagnostic and Interventional Radiology, Göttingen, Lower Saxony, Germany
| | - Stefan Tomiuk
- Miltenyi Biotec GmbH, R&D, Bergisch Gladbach, North Rhine-Westphalia, Germany
| | - Laura N Küster
- Miltenyi Biotec GmbH, R&D, Bergisch Gladbach, North Rhine-Westphalia, Germany
| | - Wa'el Al Rawashdeh
- Miltenyi Biotec GmbH, R&D, Bergisch Gladbach, North Rhine-Westphalia, Germany
| | - Janina Henze
- Miltenyi Biotec GmbH, R&D, Bergisch Gladbach, North Rhine-Westphalia, Germany
- University Medical Center Göttingen, Clinic for Hematology and Medical Oncology, Göttingen, Lower Saxony, Germany
- University Medical Center Göttingen, Institute for Diagnostic and Interventional Radiology, Göttingen, Lower Saxony, Germany
| | | | - David J Agorku
- Miltenyi Biotec GmbH, R&D, Bergisch Gladbach, North Rhine-Westphalia, Germany
| | - Janina Brauner
- Miltenyi Biotec GmbH, R&D, Bergisch Gladbach, North Rhine-Westphalia, Germany
| | - Cathrin Linnartz
- Miltenyi Biotec GmbH, R&D, Bergisch Gladbach, North Rhine-Westphalia, Germany
| | - Dominik Lock
- Miltenyi Biotec GmbH, R&D, Bergisch Gladbach, North Rhine-Westphalia, Germany
| | - Andrew Kaiser
- Miltenyi Biotec GmbH, R&D, Bergisch Gladbach, North Rhine-Westphalia, Germany
| | - Christoph Herbel
- Miltenyi Biotec GmbH, R&D, Bergisch Gladbach, North Rhine-Westphalia, Germany
| | - Dominik Eckardt
- Miltenyi Biotec GmbH, R&D, Bergisch Gladbach, North Rhine-Westphalia, Germany
| | - Melina Lamorte
- Charles River Discovery Research Services GmbH, Freiburg, Baden-Wuerttemberg, Germany
| | - Dorothee Lenhard
- Charles River Discovery Research Services GmbH, Freiburg, Baden-Wuerttemberg, Germany
| | - Julia Schüler
- Charles River Discovery Research Services GmbH, Freiburg, Baden-Wuerttemberg, Germany
| | - Philipp Ströbel
- University Medical Center Göttingen, Institute for Pathology, Göttingen, Lower Saxony, Germany
| | - Jeannine Missbach-Guentner
- University Medical Center Göttingen, Institute for Diagnostic and Interventional Radiology, Göttingen, Lower Saxony, Germany
| | - Diana Pinkert-Leetsch
- University Medical Center Göttingen, Institute for Diagnostic and Interventional Radiology, Göttingen, Lower Saxony, Germany
- Max Planck Institute for Experimental Medicine, Translational Molecular Imaging, Göttingen, Lower Saxony, Germany
| | - Frauke Alves
- University Medical Center Göttingen, Clinic for Hematology and Medical Oncology, Göttingen, Lower Saxony, Germany
- University Medical Center Göttingen, Institute for Diagnostic and Interventional Radiology, Göttingen, Lower Saxony, Germany
- Max Planck Institute for Experimental Medicine, Translational Molecular Imaging, Göttingen, Lower Saxony, Germany
| | - Andreas Bosio
- Miltenyi Biotec GmbH, R&D, Bergisch Gladbach, North Rhine-Westphalia, Germany
| | - Olaf Hardt
- Miltenyi Biotec GmbH, R&D, Bergisch Gladbach, North Rhine-Westphalia, Germany.
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14
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Arruabarrena-Aristorena A, Maag JLV, Kittane S, Cai Y, Karthaus WR, Ladewig E, Park J, Kannan S, Ferrando L, Cocco E, Ho SY, Tan DS, Sallaku M, Wu F, Acevedo B, Selenica P, Ross DS, Witkin M, Sawyers CL, Reis-Filho JS, Verma CS, Jauch R, Koche R, Baselga J, Razavi P, Toska E, Scaltriti M. FOXA1 Mutations Reveal Distinct Chromatin Profiles and Influence Therapeutic Response in Breast Cancer. Cancer Cell 2020; 38:534-550.e9. [PMID: 32888433 PMCID: PMC8311901 DOI: 10.1016/j.ccell.2020.08.003] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 06/30/2020] [Accepted: 08/07/2020] [Indexed: 02/07/2023]
Abstract
Mutations in the pioneer transcription factor FOXA1 are a hallmark of estrogen receptor-positive (ER+) breast cancers. Examining FOXA1 in ∼5,000 breast cancer patients identifies several hotspot mutations in the Wing2 region and a breast cancer-specific mutation SY242CS, located in the third β strand. Using a clinico-genomically curated cohort, together with breast cancer models, we find that FOXA1 mutations associate with a lower response to aromatase inhibitors. Mechanistically, Wing2 mutations display increased chromatin binding at ER loci upon estrogen stimulation, and an enhanced ER-mediated transcription without changes in chromatin accessibility. In contrast, SY242CS shows neomorphic properties that include the ability to open distinct chromatin regions and activate an alternative cistrome and transcriptome. Structural modeling predicts that SY242CS confers a conformational change that mediates stable binding to a non-canonical DNA motif. Taken together, our results provide insights into how FOXA1 mutations perturb its function to dictate cancer progression and therapeutic response.
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Affiliation(s)
| | - Jesper L V Maag
- Center for Epigenetics Research, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Srushti Kittane
- Human Oncology & Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Yanyan Cai
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Wouter R Karthaus
- Human Oncology & Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Erik Ladewig
- Human Oncology & Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Computational and Systems Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Jane Park
- Center for Epigenetics Research, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Srinivasaraghavan Kannan
- Bioinformatics Institute (A(∗)STAR), 30 Biopolis Street, 07-01 Matrix, Singapore 138671, Singapore
| | - Lorenzo Ferrando
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Department of Internal Medicine, University of Genoa, Genova, Italy
| | - Emiliano Cocco
- Human Oncology & Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Sik Y Ho
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Daisylyn S Tan
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Mirna Sallaku
- Human Oncology & Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Fan Wu
- Human Oncology & Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Barbara Acevedo
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Pier Selenica
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Dara S Ross
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Matthew Witkin
- Center for Epigenetics Research, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Charles L Sawyers
- Human Oncology & Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Chandra S Verma
- Bioinformatics Institute (A(∗)STAR), 30 Biopolis Street, 07-01 Matrix, Singapore 138671, Singapore; Department of Biological Sciences, National University of Singapore, 14 Science Drive, Singapore 117543, Singapore; School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore 637551, Singapore
| | - Ralf Jauch
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Richard Koche
- Center for Epigenetics Research, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - José Baselga
- Human Oncology & Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Research & Development Oncology, AstraZeneca Pharmaceuticals, Gaithersburg, MD 20878, USA
| | - Pedram Razavi
- Human Oncology & Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Eneda Toska
- Human Oncology & Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.
| | - Maurizio Scaltriti
- Human Oncology & Pathogenesis Program (HOPP), Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.
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15
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Affiliation(s)
| | - Maria Pia Morelli
- Women's Malignancy Branch, National Cancer Institute, Bethesda, MD, USA
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16
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Zhu R, Ge J, Ma J, Zheng J. Carcinoembryonic antigen related cell adhesion molecule 6 promotes the proliferation and migration of renal cancer cells through the ERK/AKT signaling pathway. Transl Androl Urol 2019; 8:457-466. [PMID: 31807423 DOI: 10.21037/tau.2019.09.02] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Background Carcinoembryonic antigen related cell adhesion molecule 6 (CEACAM6) is a versatile glycoprotein and a member of the CEACAM family. Studies suggested that it served as a diagnostic and prognostic biomarker in some malignancies. In addition, it is involved in tumorigenesis by stimulating proliferation, suppressing apoptosis, facilitating migration and invasion, promoting angiogenesis, and inducing drug resistance. In the present study, we demonstrated the oncogenic effects of CEACAM6 in clear cell renal cell carcinoma (ccRCC). Methods CEACAM6 expression was detected by quantitative real-time PCR (qRT-PCR), immunohistochemical staining and western blot in ccRCC tumor tissues and cell lines. Survival analysis was performed using the data of TCGA database. Cell proliferation and migration were detected by CCK-8 and transwell assays with the overexpression or silencing of CEACAM6. LY294002 was used to block the activation of PI3K/AKT pathway. Associated pathway proteins were detected by western blot. Results CEACAM6 was upregulated in ccRCC cell lines and tumor tissues. Longer overall survival was observed in patients with relatively low CEACAM6 levels. Furthermore, overexpression of CEACAM6 promoted the proliferation and migration of ccRCC cells. Conversely, shRNA-mediated CEACAM6 depletion modulated those changes. Further investigation demonstrated that the ERK/AKT signaling pathway activation played a pivotal role. In addition, PI3K/AKT pathway blockade abrogated the effects of CEACAM6 overexpression. Conclusions Aberrantly high expression of CEACAM6 is a stimulus for the formation and progression of ccRCC.
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Affiliation(s)
- Rujian Zhu
- Department of Urology, The Affiliated Shanghai No.10 People's Hospital, Nanjing Medical University, Shanghai 200072, China.,Department of Urology, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai 201399, China
| | - Jiong Ge
- Department of Radiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, China
| | - Junjie Ma
- Department of Urology, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai 201399, China
| | - Junhua Zheng
- Department of Urology, The Affiliated Shanghai No.10 People's Hospital, Nanjing Medical University, Shanghai 200072, China.,Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
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17
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Steiner N, Hajek R, Nachbaur D, Borjan B, Sevcikova S, Göbel G, Gunsilius E. Levels of CEACAM6 in Peripheral Blood Are Elevated in Patients with Plasma Cell Disorders: A Potential New Diagnostic Marker and a New Therapeutic Target? DISEASE MARKERS 2019; 2019:1806034. [PMID: 30809317 PMCID: PMC6369456 DOI: 10.1155/2019/1806034] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Revised: 11/07/2018] [Accepted: 11/25/2018] [Indexed: 11/18/2022]
Abstract
INTRODUCTION The prognosis of multiple myeloma is still unfavorable due to inherent characteristics of the disease and the often-delayed diagnosis due to widespread and unspecific symptoms such as back pain and fatigue. Therefore, a simple diagnostic blood test would be helpful to speed up the diagnostic procedure in such patients (pts.). Here, we evaluated the diagnostic value of plasma levels of carcinoembryonic antigen-related cell adhesion molecule 6 (CEACAM6) in the peripheral blood and bone marrow of pts. with plasma cell disorders and in healthy controls. MATERIALS AND METHODS Immunoreactive CEACAM6 was determined in the peripheral blood and bone marrow (n = 95/100) of pts. with monoclonal gammopathy of unknown significance (MGUS: 28/37), newly diagnosed multiple myeloma (NDMM: 42/40), and relapsed/refractory multiple myeloma (RRMM: 25/23) by sandwich ELISA. RESULTS Median CEACAM6 levels in the peripheral blood of pts. with plasma cell disorders were significantly higher than those of healthy controls (healthy controls: 15.2 pg/ml (12.1-17.1); MGUS: 19.0 pg/ml (16.4-22.5); NDMM: 18.0 pg/ml (13.4-21.2); and RRMM: 18.9 pg/ml (15.2-21.5); p < 0.001). Plasma levels of CEACAM6 discriminated healthy subjects from MGUS/NDMM pts. (AUC = 0.71, 95% CI: 0.6-0.8); i.e., a CEACAM6 level > 17.3 pg/ml has an 82% (95% CI: 70-90) predictive probability for the identification of MGUS or NDMM. Moreover, CEACAM6 levels in the bone marrow were significantly higher in RRMM pts. than in NDMM pts. (p = 0.04), suggesting a role of this molecule in disease progression. CONCLUSION CEACAM6 plasma levels can noninvasively identify pts. with a plasma cell disorder and should be evaluated prospectively as a potential diagnostic marker. Moreover, due to high CEACAM6 levels in the bone marrow in RRMM pts., this adhesion molecule might be a therapeutic target in multiple myeloma pts.
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Affiliation(s)
- N. Steiner
- Laboratory for Tumor Biology & Angiogenesis, Department of Internal Medicine V (Hematology and Medical Oncology), Medical University of Innsbruck, Innsbruck, Austria
| | - R. Hajek
- Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic
- Department of Hematooncology, University Hospital Ostrava, Ostrava, Czech Republic
| | - D. Nachbaur
- Department of Internal Medicine V (Hematology and Medical Oncology), Medical University of Innsbruck, Innsbruck, Austria
| | - B. Borjan
- Department of Internal Medicine V (Hematology and Medical Oncology), Medical University of Innsbruck, Innsbruck, Austria
| | - S. Sevcikova
- Babak Myeloma Group, Department of Pathological Physiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Department of Clinical Hematology, University Hospital Brno, Brno, Czech Republic
| | - G. Göbel
- Department of Medical Statistics, Informatics and Health Economics, Medical University of Innsbruck, Innsbruck, Austria
| | - E. Gunsilius
- Laboratory for Tumor Biology & Angiogenesis, Department of Internal Medicine V (Hematology and Medical Oncology), Medical University of Innsbruck, Innsbruck, Austria
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Luo T, Zhao J, Lu Z, Bi J, Pang T, Cui H, Yang B, Li W, Wang Y, Wu S, Xue X. Characterization of long non-coding RNAs and MEF2C-AS1 identified as a novel biomarker in diffuse gastric cancer. Transl Oncol 2018; 11:1080-1089. [PMID: 30005210 PMCID: PMC6067087 DOI: 10.1016/j.tranon.2018.06.007] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2018] [Revised: 06/12/2018] [Accepted: 06/15/2018] [Indexed: 02/08/2023] Open
Abstract
Previous studies proved that long noncoding RNAs (lncRNAs) play important role in human cancer. However, the knowledge of genome scale expression of lncRNAs and their potential biological function in gastric cancer is still lacking. Next generation RNA sequencing (RNA-seq) was performed on tumor tissues and matched adjacent normal tissues of six diffuse gastric cancer (DGC) patients. Then we performed a comprehensive analysis on lncRNAs and mRNA. Fifty-eight lncRNAs were upregulated and 54 lncRNAs were downregulated in diffuse gastric cancer tissue compared with adjacent tissue. The numbers of up- and downregulated mRNAs were 306 and 161, respectively. In addition, we inferred the function of lncRNAs by construction of a co-expression network for deregulated mRNAs and lncRNAs. Co-expressed genes of MEF2C-AS1 and FENDRR were enriched to RAS and TGF-beta signaling pathway. MEF2C-AS1 and FENDRR expression were re-evaluated by Real-time Quantitative PCR in 42 DGC patients' tumor and normal tissues, and other 46 DGC patents' and 21 healthy controls' plasma. Validation data showed MEF2C-AS1 and FENDRR were significantly downregulated in tumor tissues compared with normal tissues. And decreased FENDRR are associated with aggressive tumor characteristics including more advanced stage (P = .030), poor differentiation (P = .043) and lymphatic metastasis (P = .001). The expression level MEF2C-AS1 was significantly lower in DGC patients' plasma than that in healthy controls' plasma. In gastric cancer cell lines, knock-down of MEF2C-AS1 or FENDRR reduced the protein levels of FAT3, NTN1 and LYVE1 (the co-expressed genes), which were related with gastric cancer cell proliferation and invasion by previous studies. In addition, knock-down of MEF2C-AS1 or FENDRR promoted aggressive tumor behaviors in in-vitro assays. In this study, we provide a valuable resource of lncRNAs which might play important roles in the function of oncogenes or tumor suppressors affecting the development and progression of diffuse gastric cancer.
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Affiliation(s)
- Tianhang Luo
- Department of General Surgery, Changhai Hospital, The Second Military Medical University, Shanghai, 200433, China.
| | - Jiangman Zhao
- Zhangjiang Center for Translational Medicine, Shanghai, Biotecan Diagnostics Co. Ltd, Shanghai 201204, China.
| | - Zhengmao Lu
- Department of General Surgery, Changhai Hospital, The Second Military Medical University, Shanghai, 200433, China.
| | - Jianwei Bi
- Department of General Surgery, Changhai Hospital, The Second Military Medical University, Shanghai, 200433, China.
| | - Tao Pang
- Department of General Surgery, Changhai Hospital, The Second Military Medical University, Shanghai, 200433, China.
| | - Hangtian Cui
- Department of General Surgery, Changhai Hospital, The Second Military Medical University, Shanghai, 200433, China.
| | - Biao Yang
- Department of General Surgery, Changhai Hospital, The Second Military Medical University, Shanghai, 200433, China.
| | - Wushuang Li
- Zhangjiang Center for Translational Medicine, Shanghai, Biotecan Diagnostics Co. Ltd, Shanghai 201204, China.
| | - Yu Wang
- Zhangjiang Center for Translational Medicine, Shanghai, Biotecan Diagnostics Co. Ltd, Shanghai 201204, China.
| | - Shouxin Wu
- Zhangjiang Center for Translational Medicine, Shanghai, Biotecan Diagnostics Co. Ltd, Shanghai 201204, China.
| | - Xuchao Xue
- Department of General Surgery, Changhai Hospital, The Second Military Medical University, Shanghai, 200433, China.
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