Common Cancer Stem Cell Gene Variants Predict Colon Cancer Recurrence

Total Page:16

File Type:pdf, Size:1020Kb

Common Cancer Stem Cell Gene Variants Predict Colon Cancer Recurrence Published OnlineFirst September 14, 2011; DOI: 10.1158/1078-0432.CCR-11-1180 Clinical Cancer Predictive Biomarkers and Personalized Medicine Research Common Cancer Stem Cell Gene Variants Predict Colon Cancer Recurrence Armin Gerger1, Wu Zhang1, Dongyun Yang2, Pierre Bohanes1, Yan Ning1, Thomas Winder1, Melissa J. LaBonte1, Peter M. Wilson1, Leonor Benhaim1, David Paez1, Rita El-Khoueiry1, Anthony El-Khoueiry1, Michael Kahn3, and Heinz-Josef Lenz1,3 Abstract Purpose: Recent evidence suggests that cancer stem cells (CSC) are responsible for key elements of colon cancer progression and recurrence. Germline variants in CSC genes may result in altered gene function and/or activity, thereby causing interindividual differences in a patient’s tumor recurrence capacity and chemoresistance. We investigated germline polymorphisms in a comprehensive panel of CSC genes to predict time to tumor recurrence (TTR) in patients with stage III and high-risk stage II colon cancer. Experimental Design: A total of 234 patients treated with 5-fluorouracil–based chemotherapy at the University of Southern California were included in this study. Whole blood samples were analyzed for germline polymorphisms in genes that have been previously associated with colon CSC (CD44, Prominin- 1, DPP4, EpCAM, ALCAM, Msi-1, ITGB1, CD24, LGR5, and ALDH1A1) by PCR-RFLP or direct DNA- sequencing. Results: The minor alleles of CD44 rs8193 C>T, ALCAM rs1157 G>A, and LGR5 rs17109924 T>C were significantly associated with increased TTR (9.4 vs. 5.4 years; HR, 0.51; 95% CI: 0.35–0.93; P ¼ 0.022; 11.3 vs. 5.7 years; HR, 0.56; 95% CI: 0.33–0.94; P ¼ 0.024, and 10.7 vs. 5.7 years; HR, 0.33; 95% CI: 0.12–0.90; P ¼ 0.023, respectively) and remained significant in the multivariate analysis stratified by ethnicity. In recursive partitioning, a specific gene variant profile including LGR5 rs17109924, CD44 rs8193, and ALDH1A1 rs1342024 represented a high-risk subgroup with a median TTR of 1.7 years (HR, 6.71, 95% CI: 2.71–16.63, P < 0.001). Conclusion: This is the first study identifying common germline variants in colon CSC genes as independent prognostic markers for stage III and high-risk stage II colon cancer patients. Clin Cancer Res; 17(21); 6934–43. Ó2011 AACR. Introduction 67.4%; ref. 1). However, a considerable number of patients will relapse despite adjuvant treatment (2). Adjuvant treatment is recommended for patients with Tumor recurrence after curative surgery remains a major stage III and high-risk stage II colon cancer. The risk of obstacle for improving overall cancer survival, which may tumor recurrence can be significantly reduced by treating be in part due to the existence of cancer stem cells (CSC). these patients with 5-fluorouracil (5-FU)–based chemo- Growing evidence suggests that human cancers are stem cell therapy. The addition of oxaliplatin to 5-FU–based chemo- diseases and only a small subpopulation of cancer cells, therapy is now a standard adjuvant treatment for colon endowed with stem cell-like features, might be responsible cancer, with a higher 5-year disease-free survival (DFS) rate, for tumor initiation, progression and chemoresistance (3). compared with 5-FU–based treatment alone (73.3% vs. Cancer cells with the properties of stem cells possess the ability to self-renew, to undergo multilineage differentia- tion, and to survive an adverse tissue microenvironment. Putative CSC populations have been identified in colon Authors' Affiliations: 1Division of Medical Oncology; 2Department of Preventive Medicine; Norris Comprehensive Cancer Center, 3USC Center cancer on the basis of the expression of specific markers and for Molecular Pathways and Drug Discovery, Keck School of Medicine, their functional properties; however, phenotypic character- University of Southern California, Los Angeles, California ization of colon CSCs is still a matter of debate and ongoing Corresponding Author: Heinz-Josef Lenz, Sharon A. Carpenter Labora- research studies (4). Ideally, definitive markers should be tory, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, 1441 Eastlake Avenue, Los Angeles, CA gene products that are coupled to the function of the stem 90033. Phone: 1-323-865-3967; Fax: 1-323-865-0061; E-mail: cell. CSC markers in colon cancer include CD133, CD44, [email protected] and CD166 (5). More recently, EpCAM, CD26, Msi-1, doi: 10.1158/1078-0432.CCR-11-1180 CD29, CD24, LGR5, and ALDH1A1 have been added to Ó2011 American Association for Cancer Research. the list of putative stem cell markers for colon cancer (6, 7). 6934 Clin Cancer Res; 17(21) November 1, 2011 Downloaded from clincancerres.aacrjournals.org on September 30, 2021. © 2011 American Association for Cancer Research. Published OnlineFirst September 14, 2011; DOI: 10.1158/1078-0432.CCR-11-1180 Cancer Stem Cell Gene Variants and Colon Cancer Recurrence vated leukocyte cell adhesion molecule (ALCAM/CD166), Translational Relevance musashi homolog-1 (MSI-1), integrin beta-1 (ITGB1/ CD29), CD24, leucine-rich repeat containing G protein- Germline variants in cancer stem cell (CSC) genes coupled receptor-5 (LGR5), and aldehyde dehydrogenase-1 have recently been linked to cancer outcome and che- family member A1 (ALDH1A1). To the best of our knowl- moresistance. Here, we investigated germline poly- edge, this is the first study investigating common germline morphisms in a comprehensive panel of genes that have genetic variants in a comprehensive panel of colon CSC been previously associated with colon CSC to predict genes to predict tumor recurrence. This study was conducted time to tumor recurrence (TTR) in patients with stage III adhering to the reporting recommendations for tumor and high-risk stage II colon cancer treated with 5-fluo- marker prognostic studies (11–13). rouracil–based adjuvant chemotherapy. We hypothe- sized that these gene variants may alter the gene’s func- Patients and Methods tion and/or activity, thereby causing interindividual differences in a patient’s tumor recurrence capacity and Eligible patients chemoresistance. Our findings suggest that TTR varies A total of 234 patients with stage III and high-risk stage II according to CD44, ALCAM, LGR5, and ALDH1A1 gen- colon cancer were included in this study. High-risk stage II otypes, thus representing valuable biomarkers to sepa- colon cancer patients were defined if they presented with at rate high-risk from low-risk colon cancer patients. least one of the following features: lymph node sampling less than 12; poorly differentiated tumor; vascular, lym- phatic or perineural invasion; tumor presentation with obstruction or perforation and pT4. All patients were treated These colon CSC markers are representative of a range of with 5-FU–based adjuvant chemotherapy at the Norris pathways including the Wnt-target genes, cell adhesion Comprehensive Cancer Center/University of Southern Cali- molecules, RNA-binding proteins, and detoxifying fornia (NCCC/USC) or the Los Angeles County/USC-Med- enzymes, and play distinct roles in a variety of processes ical Center (LAC/USCMC) from 1987 to 2007. All patients including cell differentiation, proliferation, migration, apo- were included in the colon cancer surveillance program of ptosis, adhesion, lymphocyte homing, angiogenesis, and NCCC/USC or LAC/USCMC, providing history and phys- cellular response to chemotherapy (8). Current therapies ical examination and CEA determination every 3 months target populations of rapidly growing and differentiated for 3 years and every 6 months at years 4 and 5 after surgery, tumor cells, but have been shown to lack activity against colonoscopy at year 1 and thereafter every 3 to 5 years and CSCs (4). CSCs therefore may have an important role in CT scans of chest and abdomen every 6 months for the first 3 tumor recurrence despite adjuvant chemotherapy. Thus far, years. Patient data were collected retrospectively through preclinical studies in colon cancer have identified that CSCs chart review. Whole blood was collected at the time of are capable of initiating tumor development, however, little diagnosis and stored at À80C. Blood samples from 216 is known about the role of CSCs in colon cancer tumor patients were available for current genetic analyses. The recurrence. study was approved by the Institutional Review Boards at There is substantial germline genetic variability within USC and all study participants signed informed consent for the genes used as markers to identify CSCs, including the analysis of molecular correlates. multiple single nucleotide polymorphisms (SNP). These common DNA-sequence variations may alter the gene Candidate polymorphisms function and/or activity including transcription, translation Common and putatively functional polymorphisms or splicing, thereby causing interindividual differences in within genes that have been previously associated with relation to tumor recurrence capacity and chemoresistance colon CSC were selected using public literature resources (9). We recently tested the impact of common gene variants and databases including: NCBI-PubMed, dbSNP, Ensembl, in the cell surface glycoprotein, CD44, a gastric and colon GeneCards, and the Pharmacogenomics-Knowledge-Base. CSC marker, on clinical outcome of patients with localized Stringent and predefined selection criteria used were: (a) gastric adenocarcinoma and found that the minor allele of minor allele frequency 10% or more in Caucasians; (b) CD44 rs187116 was significantly associated with decreased polymorphism that could alter the function of the gene in a time to tumor recurrence (TTR) and overall survival (OS), biologically relevant manner [either published data or pre- identifying a "high-risk" patient population based on a dicted function using Functional-Single-Nucleotide-Poly- germline genetic variant (10). morphism (F-SNP) database, http://compbio.cs.queensu. In this study, we investigated 25 germline polymorph- ca/F-SNP (14, 15)]; and (c) published clinical associations isms in a comprehensive panel of genes that have been (e.g., cancer risk/outcome or chemoresistance; Table 1). previously associated with colon CSC to predict tumor recurrence in patients with stage III and high-risk stage II Genotyping colon cancer.
Recommended publications
  • ALCAM Regulates Mediolateral Retinotopic Mapping in the Superior Colliculus
    15630 • The Journal of Neuroscience, December 16, 2009 • 29(50):15630–15641 Development/Plasticity/Repair ALCAM Regulates Mediolateral Retinotopic Mapping in the Superior Colliculus Mona Buhusi,1 Galina P. Demyanenko,1 Karry M. Jannie,2 Jasbir Dalal,1 Eli P. B. Darnell,1 Joshua A. Weiner,2 and Patricia F. Maness1 1Department of Biochemistry and Biophysics, University of North Carolina School of Medicine, Chapel Hill, North Carolina 27599, and 2Department of Biology, University of Iowa, Iowa City, Iowa 52242 ALCAM [activated leukocyte cell adhesion molecule (BEN/SC-1/DM-GRASP)] is a transmembrane recognition molecule of the Ig superfamily (IgSF) containing five Ig domains (two V-type, three C2-type). Although broadly expressed in the nervous and immune systems, few of its developmental functions have been elucidated. Because ALCAM has been suggested to interact with the IgSF adhesion molecule L1, a determi- nant of retinocollicular mapping, we hypothesized that ALCAM might direct topographic targeting to the superior colliculus (SC) by serving as a substrate within the SC for L1 on incoming retinal ganglion cell (RGC) axons. ALCAM was expressed in the SC during RGC axon targeting and on RGC axons as they formed the optic nerve; however, it was downregulated distally on RGC axons as they entered the SC. Axon tracing with DiI revealedpronouncedmistargetingofRGCaxonsfromthetemporalretinahalfofALCAMnullmicetoabnormallylateralsitesinthecontralateral SC, in which these axons formed multiple ectopic termination zones. ALCAM null mutant axons were
    [Show full text]
  • L1 Cell Adhesion Molecule in Cancer, a Systematic Review on Domain-Specific Functions
    International Journal of Molecular Sciences Review L1 Cell Adhesion Molecule in Cancer, a Systematic Review on Domain-Specific Functions Miriam van der Maten 1,2, Casper Reijnen 1,3, Johanna M.A. Pijnenborg 1,* and Mirjam M. Zegers 2,* 1 Department of Obstetrics and Gynaecology, Radboud university medical center, 6525 GA Nijmegen, The Netherlands 2 Department of Cell Biology, Radboud Institute for Molecular Life Sciences, Radboud university medical center, 6525 GA Nijmegen, The Netherlands 3 Department of Obstetrics and Gynaecology, Canisius-Wilhelmina Hospital, 6532 SZ Nijmegen, The Netherlands * Correspondence: [email protected] (J.M.A.P); [email protected] (M.M.Z.) Received: 24 June 2019; Accepted: 23 August 2019; Published: 26 August 2019 Abstract: L1 cell adhesion molecule (L1CAM) is a glycoprotein involved in cancer development and is associated with metastases and poor prognosis. Cellular processing of L1CAM results in expression of either full-length or cleaved forms of the protein. The different forms of L1CAM may localize at the plasma membrane as a transmembrane protein, or in the intra- or extracellular environment as cleaved or exosomal forms. Here, we systematically analyze available literature that directly relates to L1CAM domains and associated signaling pathways in cancer. Specifically, we chart its domain-specific functions in relation to cancer progression, and outline pre-clinical assays used to assess L1CAM. It is found that full-length L1CAM has both intracellular and extracellular targets, including interactions with integrins, and linkage with ezrin. Cellular processing leading to proteolytic cleavage and/or exosome formation results in extracellular soluble forms of L1CAM that may act through similar mechanisms as compared to full-length L1CAM, such as integrin-dependent signals, but also through distinct mechanisms.
    [Show full text]
  • Supplementary Material DNA Methylation in Inflammatory Pathways Modifies the Association Between BMI and Adult-Onset Non- Atopic
    Supplementary Material DNA Methylation in Inflammatory Pathways Modifies the Association between BMI and Adult-Onset Non- Atopic Asthma Ayoung Jeong 1,2, Medea Imboden 1,2, Akram Ghantous 3, Alexei Novoloaca 3, Anne-Elie Carsin 4,5,6, Manolis Kogevinas 4,5,6, Christian Schindler 1,2, Gianfranco Lovison 7, Zdenko Herceg 3, Cyrille Cuenin 3, Roel Vermeulen 8, Deborah Jarvis 9, André F. S. Amaral 9, Florian Kronenberg 10, Paolo Vineis 11,12 and Nicole Probst-Hensch 1,2,* 1 Swiss Tropical and Public Health Institute, 4051 Basel, Switzerland; [email protected] (A.J.); [email protected] (M.I.); [email protected] (C.S.) 2 Department of Public Health, University of Basel, 4001 Basel, Switzerland 3 International Agency for Research on Cancer, 69372 Lyon, France; [email protected] (A.G.); [email protected] (A.N.); [email protected] (Z.H.); [email protected] (C.C.) 4 ISGlobal, Barcelona Institute for Global Health, 08003 Barcelona, Spain; [email protected] (A.-E.C.); [email protected] (M.K.) 5 Universitat Pompeu Fabra (UPF), 08002 Barcelona, Spain 6 CIBER Epidemiología y Salud Pública (CIBERESP), 08005 Barcelona, Spain 7 Department of Economics, Business and Statistics, University of Palermo, 90128 Palermo, Italy; [email protected] 8 Environmental Epidemiology Division, Utrecht University, Institute for Risk Assessment Sciences, 3584CM Utrecht, Netherlands; [email protected] 9 Population Health and Occupational Disease, National Heart and Lung Institute, Imperial College, SW3 6LR London, UK; [email protected] (D.J.); [email protected] (A.F.S.A.) 10 Division of Genetic Epidemiology, Medical University of Innsbruck, 6020 Innsbruck, Austria; [email protected] 11 MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London, W2 1PG London, UK; [email protected] 12 Italian Institute for Genomic Medicine (IIGM), 10126 Turin, Italy * Correspondence: [email protected]; Tel.: +41-61-284-8378 Int.
    [Show full text]
  • And MUC1 in Mammary Epithelial Cells
    Linköping University Post Print Loss of ICAM-1 signaling induces psoriasin (S100A7) and MUC1 in mammary epithelial cells Stina Petersson, E. Shubbar, M. Yhr, A. Kovacs and Charlotta Enerbäck N.B.: When citing this work, cite the original article. The original publication is available at www.springerlink.com: Stina Petersson, E. Shubbar, M. Yhr, A. Kovacs and Charlotta Enerbäck, Loss of ICAM-1 signaling induces psoriasin (S100A7) and MUC1 in mammary epithelial cells, 2011, Breast Cancer Research and Treatment, (125), 1, 13-25. http://dx.doi.org/10.1007/s10549-010-0820-4 Copyright: Springer Science Business Media http://www.springerlink.com/ Postprint available at: Linköping University Electronic Press http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-63954 1 Loss of ICAM-1 signaling induces psoriasin (S100A7) and MUC1 in mammary epithelial cells Petersson S1, Shubbar E1, Yhr M1, Kovacs A2 and Enerbäck C3 Departments of 1Clinical Genetics and 2Pathology, Sahlgrenska University Hospital, SE-413 45 Gothenburg, Sweden; 3Department of Clinical and Experimental Medicine, Division of Cell Biology and Dermatology, Linköping University, SE-581 85 Linköping, Sweden E-mail: [email protected] E-mail: maria.yhr@ clingen.gu.se E-mail: [email protected] E-mail: [email protected] Correspondence: Stina Petersson, Department of Clinical Genetics, Sahlgrenska University Hospital, SE-413 45 Gothenburg, Sweden E-mail: [email protected] 2 Abstract Psoriasin (S100A7), a member of the S100 gene family, is highly expressed in high-grade comedo ductal carcinoma in situ (DCIS), with a higher risk of local recurrence. Psoriasin is therefore a potential biomarker for DCIS with a poor prognosis.
    [Show full text]
  • Dual Role of ALCAM in Neuroinflammation and Blood–Brain
    Dual role of ALCAM in neuroinflammation and PNAS PLUS blood–brain barrier homeostasis Marc-André Lécuyera, Olivia Saint-Laurenta, Lyne Bourbonnièrea, Sandra Larouchea, Catherine Larochellea, Laure Michela, Marc Charabatia, Michael Abadierb, Stephanie Zandeea, Neda Haghayegh Jahromib, Elizabeth Gowinga, Camille Pitteta, Ruth Lyckb, Britta Engelhardtb, and Alexandre Prata,c,1 aNeuroimmunology Research Laboratory, Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montreal, QC, Canada H2X 0A9; bTheodor Kocher Institute, University of Bern, 3012 Bern, Switzerland; and cDepartment of Neurosciences, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada H3T 1J4 Edited by Lawrence Steinman, Stanford University School of Medicine, Stanford, CA, and approved December 9, 2016 (received for review August 29, 2016) Activated leukocyte cell adhesion molecule (ALCAM) is a cell adhesion Although the roles of ICAM-1 and VCAM-1 during leukocyte moleculefoundonblood–brain barrier endothelial cells (BBB-ECs) that transmigration in most vascular beds have been extensively was previously shown to be involved in leukocyte transmigration studied (8–10), additional adhesion molecules have also been across the endothelium. In the present study, we found that ALCAM shown to partake in the transmigration process of encephalito- knockout (KO) mice developed a more severe myelin oligodendrocyte genic immune cells, including activated leukocyte cell adhesion glycoprotein (MOG)35–55–induced experimental autoimmune enceph- molecule (ALCAM/CD166) (11, 12), melanoma cell adhe- alomyelitis (EAE). The exacerbated disease was associated with a sig- sion molecule (MCAM) (13–15), mucosal vascular addressin cell nificant increase in the number of CNS-infiltrating proinflammatory adhesion molecule 1 (MAdCAM-1) (16, 17), vascular adhesion leukocytes compared with WT controls.
    [Show full text]
  • Tetraspanin CD9: a Key Regulator of Cell Adhesion in the Immune System
    MINI REVIEW published: 30 April 2018 doi: 10.3389/fimmu.2018.00863 Tetraspanin CD9: A Key Regulator of Cell Adhesion in the Immune System Raquel Reyes1, Beatriz Cardeñes1, Yesenia Machado-Pineda1 and Carlos Cabañas 1,2* 1 Departamento de Biología Celular e Inmunología, Centro de Biología Molecular Severo Ochoa (CSIC-UAM), Madrid, Spain, 2 Departamento de Inmunología, Oftalmología y OTR (IO2), Facultad de Medicina, Universidad Complutense, Madrid, Spain The tetraspanin CD9 is expressed by all the major subsets of leukocytes (B cells, CD4+ T cells, CD8+ T cells, natural killer cells, granulocytes, monocytes and macrophages, and immature and mature dendritic cells) and also at a high level by endothelial cells. As a typical member of the tetraspanin superfamily, a prominent feature of CD9 is its propensity to engage in a multitude of interactions with other tetraspanins as well as with different transmembrane and intracellular proteins within the context of defined membranal domains termed tetraspanin-enriched microdomains (TEMs). Through these associations, CD9 influences many cellular activities in the different subtypes of leuko- cytes and in endothelial cells, including intracellular signaling, proliferation, activation, survival, migration, invasion, adhesion, and diapedesis. Several excellent reviews have Edited by: already covered the topic of how tetraspanins, including CD9, regulate these cellular Manfred B. Lutz, processes in the different cells of the immune system. In this mini-review, however, we Universität Würzburg, Germany will focus particularly on describing and discussing the regulatory effects exerted by CD9 Reviewed by: on different adhesion molecules that play pivotal roles in the physiology of leukocytes José Mordoh, and endothelial cells, with a particular emphasis in the regulation of adhesion molecules Leloir Institute Foundation (FIL), Argentina of the integrin and immunoglobulin superfamilies.
    [Show full text]
  • Development and Validation of a Protein-Based Risk Score for Cardiovascular Outcomes Among Patients with Stable Coronary Heart Disease
    Supplementary Online Content Ganz P, Heidecker B, Hveem K, et al. Development and validation of a protein-based risk score for cardiovascular outcomes among patients with stable coronary heart disease. JAMA. doi: 10.1001/jama.2016.5951 eTable 1. List of 1130 Proteins Measured by Somalogic’s Modified Aptamer-Based Proteomic Assay eTable 2. Coefficients for Weibull Recalibration Model Applied to 9-Protein Model eFigure 1. Median Protein Levels in Derivation and Validation Cohort eTable 3. Coefficients for the Recalibration Model Applied to Refit Framingham eFigure 2. Calibration Plots for the Refit Framingham Model eTable 4. List of 200 Proteins Associated With the Risk of MI, Stroke, Heart Failure, and Death eFigure 3. Hazard Ratios of Lasso Selected Proteins for Primary End Point of MI, Stroke, Heart Failure, and Death eFigure 4. 9-Protein Prognostic Model Hazard Ratios Adjusted for Framingham Variables eFigure 5. 9-Protein Risk Scores by Event Type This supplementary material has been provided by the authors to give readers additional information about their work. Downloaded From: https://jamanetwork.com/ on 10/02/2021 Supplemental Material Table of Contents 1 Study Design and Data Processing ......................................................................................................... 3 2 Table of 1130 Proteins Measured .......................................................................................................... 4 3 Variable Selection and Statistical Modeling ........................................................................................
    [Show full text]
  • Cell Adhesion Molecules in Normal Skin and Melanoma
    biomolecules Review Cell Adhesion Molecules in Normal Skin and Melanoma Cian D’Arcy and Christina Kiel * Systems Biology Ireland & UCD Charles Institute of Dermatology, School of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland; [email protected] * Correspondence: [email protected]; Tel.: +353-1-716-6344 Abstract: Cell adhesion molecules (CAMs) of the cadherin, integrin, immunoglobulin, and selectin protein families are indispensable for the formation and maintenance of multicellular tissues, espe- cially epithelia. In the epidermis, they are involved in cell–cell contacts and in cellular interactions with the extracellular matrix (ECM), thereby contributing to the structural integrity and barrier for- mation of the skin. Bulk and single cell RNA sequencing data show that >170 CAMs are expressed in the healthy human skin, with high expression levels in melanocytes, keratinocytes, endothelial, and smooth muscle cells. Alterations in expression levels of CAMs are involved in melanoma propagation, interaction with the microenvironment, and metastasis. Recent mechanistic analyses together with protein and gene expression data provide a better picture of the role of CAMs in the context of skin physiology and melanoma. Here, we review progress in the field and discuss molecular mechanisms in light of gene expression profiles, including recent single cell RNA expression information. We highlight key adhesion molecules in melanoma, which can guide the identification of pathways and Citation: D’Arcy, C.; Kiel, C. Cell strategies for novel anti-melanoma therapies. Adhesion Molecules in Normal Skin and Melanoma. Biomolecules 2021, 11, Keywords: cadherins; GTEx consortium; Human Protein Atlas; integrins; melanocytes; single cell 1213. https://doi.org/10.3390/ RNA sequencing; selectins; tumour microenvironment biom11081213 Academic Editor: Sang-Han Lee 1.
    [Show full text]
  • Human ALCAM/CD166 Antibody
    Human ALCAM/CD166 Antibody Monoclonal Mouse IgG1 Clone # 105902 Catalog Number: MAB6561 DESCRIPTION Species Reactivity Human Specificity Detects human ALCAM/CD166 in Western blots. Shows approximately 50% cross­reactivity with recombinant mouse OCAM and no cross­reactivity with recombinant human (rh) BCAM, rhEpCAM, rhMCAM, or rhNCAM­L1. Source Monoclonal Mouse IgG1 Clone # 105902 Purification Protein A or G purified from ascites Immunogen Mouse myeloma cell line NS0­derived recombinant human ALCAM/CD166 Trp28­Ala526 Accession # Q13740 Formulation Lyophilized from a 0.2 μm filtered solution in PBS with Trehalose. See Certificate of Analysis for details. *Small pack size (­SP) is supplied either lyophilized or as a 0.2 μm filtered solution in PBS. APPLICATIONS Please Note: Optimal dilutions should be determined by each laboratory for each application. General Protocols are available in the Technical Information section on our website. Recommended Sample Concentration Western Blot 1 µg/mL Recombinant Human ALCAM/CD166 Fc Chimera (Catalog # 656­AL) under non­reducing conditions only Flow Cytometry 2.5 µg/106 cells Human peripheral blood lymphocytes Human ALCAM/CD166 Sandwich Immunoassay Reagent ELISA Capture 2­8 µg/mL Human ALCAM/CD166 Antibody (Catalog # MAB6561) ELISA Detection 0.1­0.4 µg/mL Human ALCAM/CD166 Biotinylated Antibody (Catalog # BAF656) Standard Recombinant Human ALCAM/CD166 Fc Chimera (Catalog # 656­AL) CyTOF­ready Ready to be labeled using established conjugation methods. No BSA or other carrier proteins that could interfere with conjugation. PREPARATION AND STORAGE Reconstitution Reconstitute at 0.5 mg/mL in sterile PBS. Shipping The product is shipped at ambient temperature. Upon receipt, store it immediately at the temperature recommended below.
    [Show full text]
  • CD6-ALCAM Pathway Is Elevated in Patients with Severe Asthma
    CD6-ALCAM Pathway is Elevated in Patients with Severe Asthma 1Manali Mukherjee, 1Nan Zhao, 1Katherine Radford, 2Sole Gatto, 2Adam Pavlicek, 3Jeanette Ampudia, 3Cherie Ng, 3Stephen Connelly & 1Parameswaran Nair 1Division of Respirology, Department of Medicine, McMaster University & St Joseph’s Healthcare Hamilton, Ontario, Canada; 2Monoceros Biosystems LLC, San Diego, CA USA; 3Equillium, Inc, La Jolla, CA USA Introduction Figure 1 Figure 3 Clinical Need: 6 1.5 • A subset of severe asthma patients have persistent airway inflammation despite high dose A *** B *** Eos (%) Non-eos (%) p-value *** n *** n o n 11 11 ---- o inhaled and/or oral corticosteroid therapy i 1.0 ) ) i 4 s s M M s s K K Sex (M) 7 (63) 5 (45) 0.3 • e Steroid insensitivity in a portion of these patients may be driven by non-classical T2 e r r P P p p F F 0.5 x x 2 inflammatory pathways. 2 Atopic (n,%) 8 (72.7) 5 (45.4) 0.4 2 e e g g e o o 6 l l 3 ( ( The CD6-ALCAM pathway: D Age 53.55 (15.6) 56.00 (18.6) 0.74 D 0.0 C • CD6 is a co-stimulatory receptor on T-cells and certain innate lymphoid cells that binds 0 C BMI 28.10 (3.7) 27.27 (7.2) 0.74 activated leukocyte cell adhesion molecule (ALCAM) on antigen presenting cells and -0.5 FEV1% 76.67 (17.5) 71.87 (23.8) 0.6 y te re y te re h a e h a e endothelial and epithelial tissues 6 lt r v 8 lt r v a e e a e e FEV1/FVC 0.65 (0.036) 0.67 (0.04) 0.71 C e d * S D e d **** S H o * H o • M M ** The CD6-ALCAM pathway plays an integral role in modulating T cell activation and n n Blood eosinophil 0.55 (0.44) 0.28 (0.29) 0.11 o i o 6 ) ) i s s trafficking and is central to immune mediated inflammation.
    [Show full text]
  • Cluster Analysis" Service
    3607 Parkway Ln, Suite 200 1-888-494-8555 Norcross GA 30092 www.raybiotech.com EXAMPLE REPORT Biostatistics & Bioinformatics Services "Cluster Analysis" Service biomarker 3 2 1 0 −1 −2 EXAMPLE S2T2 S3T2 S1T2 S1T1 S3T1 S2T1 Bioinformatics Team, RayBiotech November 30, 2018 3607 Parkway Ln, Suite 200 1-888-494-8555 Norcross GA 30092 www.raybiotech.com Contents 1 Introduction 2 2 Methods 2 2.1 Data filtration . .2 2.2 Data scaling . .2 2.3 Principal component analysis (PCA) . .2 2.4 Heatmap with hierarchical clustering . .2 2.5 Software . .2 3 Results 3 3.1 Data filtration . .3 3.2 Data scaling . .3 3.3 Principal component analysis . .4 3.4 Heatmap with hierarchical clustering . .7 References 11 EXAMPLE 1 3607 Parkway Ln, Suite 200 1-888-494-8555 Norcross GA 30092 www.raybiotech.com 1 Introduction The “Cluster Analysis” service performs a preliminary exploration of the data profile. It filters and scales the data before it clusters sample data based on hierarchical clustering and principal component analysis (PCA). Need help understanding how the statistical analyses were performed in layman’s terms? Please visit our website. 2 Methods 2.1 Data filtration Samples with missing data were identified and excluded from the analysis. Biomarkers showing no variation across all the subjects (i.e., zero-variance), were excluded from the analysis. 2.2 Data scaling The original biomarker values were first centered and scaled by subtracting the mean of each biomarker from the data and then dividing it by the standard deviation, respectively. Centering and scaling results in a uniform mean and scale across all the biomarkers, but leaves their distribution unchanged.
    [Show full text]
  • Activated Leukocyte Cell Adhesion Molecule (ALCAM/CD166/MEMD), a Novel Actor in Invasive Growth, Controls Matrix Metalloproteinase Activity
    Research Article Activated Leukocyte Cell Adhesion Molecule (ALCAM/CD166/MEMD), a Novel Actor in Invasive Growth, Controls Matrix Metalloproteinase Activity Pim C. Lunter,1 Jeroen W.J. van Kilsdonk,1 Hanneke van Beek,1,2 Ine M.H.A. Cornelissen,3 Mieke Bergers,2 Peter H.G.M. Willems,4 Goos N.P. van Muijen,3 and Guido W.M. Swart1 1Department of Biochemistry 161, Nijmegen Center of Molecular Life Sciences, Radboud University Nijmegen and Departments of 2Dermatology 802, 3Pathology 437, and 4Biochemistry 160, University Medical Center Nijmegen, Nijmegen, the Netherlands Abstract inhibitor of metalloproteinases-2 (TIMP-2) recruits pro–MMP-2 Activated leukocyte cell adhesion molecule (ALCAM/CD166/ from the extracellular milieu to the cell surface. Subsequent MEMD) could function as a cell surface sensor for cell activation requires an additional molecule of active MT1-MMP and density, controlling the transition between local cell prolif- autocatalytic cleavage steps (7–11). eration and tissue invasion in melanoma progression. We Interactions between extracellular matrix components and have tested the hypothesis that progressive cell clustering their cognate membrane receptors play an important role in the activation of the MT1-MMP/MMP-2 cascade in tumor cells. Clus- controls the proteolytic cascade for activation of gelatinase h A/matrix metalloproteinase-2 (MMP-2), which involves for- tering of integrin 1 chains or fibronectin binding promotes mation of an intermediate ternary complex of membrane activation of MMP-2 (12, 13). Culturing metastatic melanoma type 1 MMP (MT1-MMP/MMP-14), tissue inhibitor of metal- cell lines in three-dimensional collagen lattices activates MT1- a h loproteinase-2 (TIMP-2), and pro–MMP-2 at the cell surface.
    [Show full text]