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Zhou Z, You Y, Wang F, Sun Y, Teng J, Liu H, Cheng X, Su Y, Shi H, Hu Q, Chi H, Jia J, Wan L, Liu T, Wang M, Shi C, Yang C, Ye J. Urine Proteomics Differentiate Primary Thrombotic Antiphospholipid Syndrome From Obstetric Antiphospholipid Syndrome. Front Immunol 2021; 12:702425. [PMID: 34489952 PMCID: PMC8416615 DOI: 10.3389/fimmu.2021.702425] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 08/03/2021] [Indexed: 11/13/2022] Open
Abstract
Antiphospholipid syndrome (APS) is a multisystem disorder characterized by thrombosis and/or recurrent fetal loss. This clinical phenotype heterogeneity may result in differences in response to treatment and prognosis. In this study, we aimed to identify primary thrombotic APS (TAPS) from primary obstetric APS (OAPS) using urine proteomics as a non-invasive method. Only patients with primary APS were enrolled in this study from 2016 to 2018 at a single clinical center in Shanghai. Urine samples from 15 patients with TAPS, 9 patients with OAPS, and 15 healthy controls (HCs) were collected and analyzed using isobaric tags for relative and absolute quantification (iTRAQ) labeling combined with liquid chromatography-tandem mass spectrometry analysis to identify differentially expressed proteins. Cluster analysis of urine proteomics identified differentiated proteins among the TAPS, OAPS, and HC groups. Urinary proteins were enriched in cytokine and cytokine receptor pathways. Representative secreted cytokines screened out (fold change >1.20, or <0.83, p<0.05) in these differentiated proteins were measured by enzyme-linked immunosorbent assay in a validation cohort. The results showed that the levels of C-X-C motif chemokine ligand 12 (CXCL12) were higher in the urine of patients with TAPS than in those with OAPS (p=0.035), while the levels of platelet-derived growth factor subunit B (PDGFB) were lower in patients with TAPS than in those with OAPS (p=0.041). In addition, correlation analysis showed that CXCL12 levels were positively correlated with immunoglobulin G anti-β2-glycoprotein I antibody (r=0.617, p=0.016). Our results demonstrated that urinary CXCL12 and PDGFB might serve as potential non-invasive markers to differentiate primary TAPS from primary OAPS.
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Affiliation(s)
- Zhuochao Zhou
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yijun You
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Fan Wang
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yue Sun
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jialin Teng
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Honglei Liu
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaobing Cheng
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yutong Su
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hui Shi
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qiongyi Hu
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Huihui Chi
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jinchao Jia
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Liyan Wan
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Tingting Liu
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Mengyan Wang
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ce Shi
- Department of Laboratory Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Chengde Yang
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Junna Ye
- Department of Rheumatology and Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Lopez-Pedrera C, Barbarroja N, Patiño-Trives AM, Luque-Tévar M, Torres-Granados C, Aguirre-Zamorano MA, Collantes-Estevez E, Pérez-Sánchez C. Role of microRNAs in the Development of Cardiovascular Disease in Systemic Autoimmune Disorders. Int J Mol Sci 2020; 21:E2012. [PMID: 32188016 PMCID: PMC7139533 DOI: 10.3390/ijms21062012] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 03/11/2020] [Accepted: 03/12/2020] [Indexed: 12/11/2022] Open
Abstract
Rheumatoid Arthritis (RA), Systemic lupus erythematosus (SLE) and antiphospholipid syndrome (APS) are the systemic autoimmune diseases (SADs) most associated with an increased risk of developing cardiovascular (CV) events. Cardiovascular disease (CVD) in SADs results from a complex interaction between traditional CV-risk factors, immune deregulation and disease activity. Oxidative stress, dyslipidemia, endothelial dysfunction, inflammatory/prothrombotic mediators (cytokines/chemokines, adipokines, proteases, adhesion-receptors, NETosis-derived-products, and intracellular-signaling molecules) have been implicated in these vascular pathologies. Genetic and genomic analyses further allowed the identification of signatures explaining the pro-atherothrombotic profiles in RA, SLE and APS. However, gene modulation has left significant gaps in our understanding of CV co-morbidities in SADs. MicroRNAs (miRNAs) are emerging as key post-transcriptional regulators of a suite of signaling pathways and pathophysiological effects. Abnormalities in high number of miRNA and their associated functions have been described in several SADs, suggesting their involvement in the development of atherosclerosis and thrombosis in the setting of RA, SLE and APS. This review focusses on recent insights into the potential role of miRNAs both, as clinical biomarkers of atherosclerosis and thrombosis in SADs, and as therapeutic targets in the regulation of the most influential processes that govern those disorders, highlighting the potential diagnostic and therapeutic properties of miRNAs in the management of CVD.
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Abstract
In a single assay, gene microarrays generate tens of thousands of measurements for the relative levels of messenger RNA expression, and thus hold promise to uncover the regulation of transcriptional responses behind clinical phenotypes of various diseases. Systemic lupus erythematosus (SLE) offers a unique opportunity to study gene expression both systemically and organ specific, as the tissues involved and specifically peripheral blood cells are readily accessible for molecular analysis. In the current review we highlight the current knowledge related to gene microarray in SLE. We approached the following questions: 1) Can gene microarray technology be used to translate molecular profiles into meaningful and applicable clinical information? 2) Does the assessment of differential gene expression provide specific signatures that may contribute to diagnostic and prognostic markers of SLE? 3) Can clinicians be helped in monitoring disease activity by identification of drug response gene profile? 4) Does evaluation of differential gene expression provide clues to detect previously unrecognized genes associated with the disease? It is evident that though not all questions can be currently answered appropriately, gene expression studies in SLE have important implications and will not only be beneficial for SLE patients, but will also lead to a better understanding of other autoimmune inflammatory diseases, thereby leading to novel diagnostic and therapeutic strategies in autoimmunity.
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Affiliation(s)
- M Mandel
- Blood Center, Sheba Medical Center, Tel-Hashomer, Israel
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Ochoa E, Iriondo M, Manzano C, Fullaondo A, Villar I, Ruiz-Irastorza G, Zubiaga AM, Estonba A. LDLR and PCSK9 Are Associated with the Presence of Antiphospholipid Antibodies and the Development of Thrombosis in aPLA Carriers. PLoS One 2016; 11:e0146990. [PMID: 26820623 PMCID: PMC4731066 DOI: 10.1371/journal.pone.0146990] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Accepted: 12/25/2015] [Indexed: 11/19/2022] Open
Abstract
Introduction The identification of the genetic risk factors that could discriminate non- thrombotic from thrombotic antiphospholipid antibodies (aPLA) carriers will improve prognosis of these patients. Several human studies have shown the presence of aPLAs associated with atherosclerotic plaque, which is a known risk factor for thrombosis. Hence, in order to determine the implication of atherosclerosis in the risk of developing thrombosis in aPLA positive patients, we performed a genetic association study with 3 candidate genes, APOH, LDLR and PCSK9. Material & Methods For genetic association study we analyzed 190 aPLA carriers -100 with non-thrombotic events and 90 with thrombotic events- and 557 healthy controls. Analyses were performed by χ2 test and were corrected by false discovery rate. To evaluate the functional implication of the newly established susceptibility loci, we performed expression analyses in 86 aPLA carrier individuals (43 with thrombotic manifestations and 43 without it) and in 45 healthy controls. Results Our results revealed significant associations after correction in SNPs located in LDLR gene with aPLA carriers and thrombotic aPLA carriers, when compared with healthy controls. The most significant association in LDLR gene was found between SNP rs129083082 and aPLA carriers in recessive model (adjusted P-value = 2.55 x 10−3; OR = 2.18; 95%CI = 1.49–3.21). Furthermore, our work detected significant allelic association after correction between thrombotic aPLA carriers and healthy controls in SNP rs562556 located in PCSK9 gene (adjusted P-value = 1.03 x 10−2; OR = 1.60; 95%CI = 1.24–2.06). Expression level study showed significantly decreased expression level of LDLR gene in aPLA carriers (P-value <0.0001; 95%CI 0.16–2.10; SE 0.38–1.27) in comparison to the control group. Discussion Our work has identified LDLR gene as a new susceptibility gene associated with the development of thrombosis in aPLA carriers, describing for the first time the deregulation of LDLR expression in individuals with aPLAs. Besides, thrombotic aPLA carriers also showed significant association with PCSK9 gene, a regulator of LDLR plasma levels. These results highlight the importance of atherosclerotic processes in the development of thrombosis in patients with aPLA.
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Affiliation(s)
- Eguzkine Ochoa
- Department of Genetics, Physical Anthropology and Animal Physiology, School of Science and Technology, University of the Basque Country (UPV/EHU), Leioa, Spain
| | - Mikel Iriondo
- Department of Genetics, Physical Anthropology and Animal Physiology, School of Science and Technology, University of the Basque Country (UPV/EHU), Leioa, Spain
| | - Carmen Manzano
- Department of Genetics, Physical Anthropology and Animal Physiology, School of Science and Technology, University of the Basque Country (UPV/EHU), Leioa, Spain
| | - Asier Fullaondo
- Department of Genetics, Physical Anthropology and Animal Physiology, School of Science and Technology, University of the Basque Country (UPV/EHU), Leioa, Spain
| | - Irama Villar
- Autoimmune Disease Research Unit, Service of Internal Medicine, BioCruces Health Research Institute, Hospital Universitario Cruces, Barakaldo, Spain
| | - Guillermo Ruiz-Irastorza
- Autoimmune Disease Research Unit, Service of Internal Medicine, BioCruces Health Research Institute, Hospital Universitario Cruces, Barakaldo, Spain
| | - Ana M. Zubiaga
- Department of Genetics, Physical Anthropology and Animal Physiology, School of Science and Technology, University of the Basque Country (UPV/EHU), Leioa, Spain
- * E-mail: ;
| | - Andone Estonba
- Department of Genetics, Physical Anthropology and Animal Physiology, School of Science and Technology, University of the Basque Country (UPV/EHU), Leioa, Spain
- * E-mail: ;
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Stern AM, Casadevall A, Steen RG, Fang FC. Financial costs and personal consequences of research misconduct resulting in retracted publications. eLife 2014; 3:e02956. [PMID: 25124673 PMCID: PMC4132287 DOI: 10.7554/elife.02956] [Citation(s) in RCA: 90] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
The number of retracted scientific articles has been increasing. Most retractions are associated with research misconduct, entailing financial costs to funding sources and damage to the careers of those committing misconduct. We sought to calculate the magnitude of these effects. Data relating to retracted manuscripts and authors found by the Office of Research Integrity (ORI) to have committed misconduct were reviewed from public databases. Attributable costs of retracted manuscripts, and publication output and funding of researchers found to have committed misconduct were determined. We found that papers retracted due to misconduct accounted for approximately $58 million in direct funding by the NIH between 1992 and 2012, less than 1% of the NIH budget over this period. Each of these articles accounted for a mean of $392,582 in direct costs (SD $423,256). Researchers experienced a median 91.8% decrease in publication output and large declines in funding after censure by the ORI. DOI:http://dx.doi.org/10.7554/eLife.02956.001
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Affiliation(s)
- Andrew M Stern
- Andrew M Stern Perelman School of Medicine, University of Pennsylvania, Philadelphia, United States
| | - Arturo Casadevall
- Arturo Casadevall Department of Microbiology and Immunology, Albert Einstein College of Medicine, New York, United States; Department of Medicine, Albert Einstein College of Medicine, New York, United States
| | - R Grant Steen
- R Grant Steen MediCC!, Medical Communications Consultants, LLC, Chapel Hill, United States
| | - Ferric C Fang
- Ferric C Fang Department of Laboratory Medicine, University of Washington, Seattle, United States; Department of Microbiology, University of Washington, Seattle, United States
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Ochoa E, Iriondo M, Bielsa A, Ruiz-Irastorza G, Estonba A, Zubiaga AM. Thrombotic antiphospholipid syndrome shows strong haplotypic association with SH2B3-ATXN2 locus. PLoS One 2013; 8:e67897. [PMID: 23844121 PMCID: PMC3701057 DOI: 10.1371/journal.pone.0067897] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2012] [Accepted: 05/22/2013] [Indexed: 01/11/2023] Open
Abstract
Background Thrombotic antiphospholipid syndrome is defined as a complex form of thrombophilia that is developed by a fraction of antiphospholipid antibody (aPLA) carriers. Little is known about the genetic risk factors involved in thrombosis development among aPLA carriers. Methods To identify new loci conferring susceptibility to thrombotic antiphospholipid syndrome, a two-stage genotyping strategy was performed. In stage one, 19,000 CNV loci were genotyped in 14 thrombotic aPLA+ patients and 14 healthy controls by array-CGH. In stage two, significant CNV loci were fine-mapped in a larger cohort (85 thrombotic aPLA+, 100 non-thrombotic aPLA+ and 569 healthy controls). Results Array-CGH and fine-mapping analysis led to the identification of 12q24.12 locus as a new susceptibility locus for thrombotic APS. Within this region, a TAC risk haplotype comprising one SNP in SH2B3 gene (rs3184504) and two SNPs in ATXN2 gene (rs10774625 and rs653178) exhibited the strongest association with thrombotic antiphospholipid syndrome (p-value = 5,9 × 10−4 OR 95% CI 1.84 (1.32–2.55)). Conclusion The presence of a TAC risk haplotype in ATXN2-SH2B3 locus may contribute to increased thrombotic risk in aPLA carriers.
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Affiliation(s)
- Eguzkine Ochoa
- Department of Genetics, Physical Anthropology and Animal Physiology. School of Science and Technology, University of the Basque Country (UPV/EHU), Leioa, Spain
| | - Mikel Iriondo
- Department of Genetics, Physical Anthropology and Animal Physiology. School of Science and Technology, University of the Basque Country (UPV/EHU), Leioa, Spain
| | - Ana Bielsa
- Autoimmune Disease Research Unit, Service of Internal Medicine, Hospital de Cruces, University of the Basque Country (UPV/EHU), Barakaldo, Spain
| | - Guillermo Ruiz-Irastorza
- Autoimmune Disease Research Unit, Service of Internal Medicine, Hospital de Cruces, University of the Basque Country (UPV/EHU), Barakaldo, Spain
| | - Andone Estonba
- Department of Genetics, Physical Anthropology and Animal Physiology. School of Science and Technology, University of the Basque Country (UPV/EHU), Leioa, Spain
| | - Ana M. Zubiaga
- Department of Genetics, Physical Anthropology and Animal Physiology. School of Science and Technology, University of the Basque Country (UPV/EHU), Leioa, Spain
- * E-mail:
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7
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Bahou WF. Genetic dissection of platelet function in health and disease using systems biology. Hematol Oncol Clin North Am 2013; 27:443-63. [PMID: 23714307 DOI: 10.1016/j.hoc.2013.03.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Technological advances in protein and genetic analysis have altered the means by which platelet disorders can be characterized and studied in health and disease. When integrated into a single analytical framework, these collective technologies are referred to as systems biology, a unified approach that links platelet function with genomic/proteomic studies to provide insight into the role of platelets in broad human disorders such as cardiovascular and cerebrovascular disease. This article reviews the historical progression of these applied technologies to analyze platelet function, and demonstrates how these approaches can be systematically developed to provide new insights into platelet biomarker discovery.
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Affiliation(s)
- Wadie F Bahou
- Department of Medicine, Health Sciences Center, Stony Brook University, Stony Brook, NY 11794-8151, USA.
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Bahou WF. Platelet systems biology using integrated genetic and proteomic platforms. Thromb Res 2012; 129 Suppl 1:S38-45. [PMID: 22682131 DOI: 10.1016/s0049-3848(12)70014-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Platelets retain megakaryocyte-derived mRNA, an abundant and diverse array of miRNAs, and have evolved unique adaptive signals for maintenance of genetic and protein diversity. Quiescent platelets generally display minimal translational activity, although maximally-activated platelets retain the capacity for protein synthesis. Progressive data using multiple platelet activation models clearly demonstrate that platelet responses to the majority (if not all) agonists are highly variable within the population, demonstrating considerable heritability in siblings, twins, and families with premature coronary artery disease. Research from our laboratory has adapted global profiling strategies to close the knowledge gap currently existing between genetic variability and platelet phenotypic responsiveness. We have applied iterative algorithms for genetic biomarker discovery and class prediction models of platelet phenotypes, with the goal of systematically analyzing integrated mRNA/miRNA/proteomic datasets for identification of regulatory networks that define phenotypic variability in platelet responses. This approach has the potential to define platelet genetic biomarkers predictive of thrombohemorrhagic outcomes in both normal and widely disparate clinical conditions.
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Affiliation(s)
- Wadie F Bahou
- Department of Medicine, Stony Brook University, Stony Brook, NY 11794-8151, USA.
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López-Pedrera C, Pérez-Sánchez C, Ramos-Casals M, Santos-Gonzalez M, Rodriguez-Ariza A, Cuadrado MJ. Cardiovascular risk in systemic autoimmune diseases: epigenetic mechanisms of immune regulatory functions. Clin Dev Immunol 2011; 2012:974648. [PMID: 21941583 PMCID: PMC3173726 DOI: 10.1155/2012/974648] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2011] [Revised: 07/15/2011] [Accepted: 07/15/2011] [Indexed: 12/31/2022]
Abstract
Autoimmune diseases (AIDs) have been associated with accelerated atherosclerosis (AT) leading to increased cardio- and cerebrovascular disease risk. Traditional risk factors, as well as systemic inflammation mediators, including cytokines, chemokines, proteases, autoantibodies, adhesion receptors, and others, have been implicated in the development of these vascular pathologies. Yet, the characteristics of vasculopathies may significantly differ depending on the underlying disease. In recent years, many new genes and signalling pathways involved in autoimmunity with often overlapping patterns between different disease entities have been further detected. Epigenetics, the control of gene packaging and expression independent of alterations in the DNA sequence, is providing new directions linking genetics and environmental factors. Epigenetic regulatory mechanisms comprise DNA methylation, histone modifications, and microRNA activity, all of which act upon gene and protein expression levels. Recent findings have contributed to our understanding of how epigenetic modifications could influence AID development, not only showing differences between AID patients and healthy controls, but also showing how one disease differs from another and even how the expression of key proteins involved in the development of each disease is regulated.
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Affiliation(s)
- Chary López-Pedrera
- Unidad de Investigación e Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC), Hospital Universitario Reina Sofía, Avda. Menéndez Pidal s/n, 14004 Córdoba, Spain.
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10
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Vieira-de-Abreu A, Campbell RA, Weyrich AS, Zimmerman GA. Platelets: versatile effector cells in hemostasis, inflammation, and the immune continuum. Semin Immunopathol 2011; 34:5-30. [PMID: 21818701 DOI: 10.1007/s00281-011-0286-4] [Citation(s) in RCA: 217] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2011] [Accepted: 07/20/2011] [Indexed: 12/28/2022]
Abstract
Platelets are chief effector cells in hemostasis. In addition, however, their specializations include activities and intercellular interactions that make them key effectors in inflammation and in the continuum of innate and adaptive immunity. This review focuses on the immune features of human platelets and platelets from experimental animals and on interactions between inflammatory, immune, and hemostatic activities of these anucleate but complex and versatile cells. The experimental findings and evidence for physiologic immune functions include previously unrecognized biologic characteristics of platelets and are paralleled by new evidence for unique roles of platelets in inflammatory, immune, and thrombotic diseases.
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Affiliation(s)
- Adriana Vieira-de-Abreu
- Department of Medicine, University of Utah School of Medicine, Salt Lake City, UT 84112, USA
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11
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Luo Y, Robinson S, Fujita J, Siconolfi L, Magidson J, Edwards CK, Wassmann K, Storm K, Norris DA, Bankaitis-Davis D, Robinson WA, Fujita M. Transcriptome profiling of whole blood cells identifies PLEK2 and C1QB in human melanoma. PLoS One 2011; 6:e20971. [PMID: 21698244 PMCID: PMC3115966 DOI: 10.1371/journal.pone.0020971] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2011] [Accepted: 05/16/2011] [Indexed: 02/07/2023] Open
Abstract
Background Developing analytical methodologies to identify biomarkers in easily accessible body fluids is highly valuable for the early diagnosis and management of cancer patients. Peripheral whole blood is a “nucleic acid-rich” and “inflammatory cell-rich” information reservoir and represents systemic processes altered by the presence of cancer cells. Methodology/Principal Findings We conducted transcriptome profiling of whole blood cells from melanoma patients. To overcome challenges associated with blood-based transcriptome analysis, we used a PAXgene™ tube and NuGEN Ovation™ globin reduction system. The combined use of these systems in microarray resulted in the identification of 78 unique genes differentially expressed in the blood of melanoma patients. Of these, 68 genes were further analyzed by quantitative reverse transcriptase PCR using blood samples from 45 newly diagnosed melanoma patients (stage I to IV) and 50 healthy control individuals. Thirty-nine genes were verified to be differentially expressed in blood samples from melanoma patients. A stepwise logit analysis selected eighteen 2-gene signatures that distinguish melanoma from healthy controls. Of these, a 2-gene signature consisting of PLEK2 and C1QB led to the best result that correctly classified 93.3% melanoma patients and 90% healthy controls. Both genes were upregulated in blood samples of melanoma patients from all stages. Further analysis using blood fractionation showed that CD45− and CD45+ populations were responsible for the altered expression levels of PLEK2 and C1QB, respectively. Conclusions/Significance The current study provides the first analysis of whole blood-based transcriptome biomarkers for malignant melanoma. The expression of PLEK2, the strongest gene to classify melanoma patients, in CD45− subsets illustrates the importance of analyzing whole blood cells for biomarker studies. The study suggests that transcriptome profiling of blood cells could be used for both early detection of melanoma and monitoring of patients for residual disease.
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Affiliation(s)
- Yuchun Luo
- Department of Dermatology, University of Colorado Denver, Aurora, Colorado, United States of America
| | - Steven Robinson
- Department of Medicine, University of Colorado Denver, Aurora, Colorado, United States of America
| | - Junichi Fujita
- Department of Dermatology, University of Colorado Denver, Aurora, Colorado, United States of America
| | | | - Jay Magidson
- Statistical Innovations, Belmont, Massachusetts, United States of America
| | - Carl K. Edwards
- Department of Dermatology, University of Colorado Denver, Aurora, Colorado, United States of America
| | - Karl Wassmann
- Source MDx, Boulder, Colorado, United States of America
| | | | - David A. Norris
- Department of Dermatology, University of Colorado Denver, Aurora, Colorado, United States of America
| | | | - William A. Robinson
- Department of Medicine, University of Colorado Denver, Aurora, Colorado, United States of America
| | - Mayumi Fujita
- Department of Dermatology, University of Colorado Denver, Aurora, Colorado, United States of America
- * E-mail:
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12
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Abstract
Thrombophilias, an inherited and/or acquired predisposition to vascular thrombosis beyond hemostatic needs are common in cardiovascular medicine and include systemic disorders such as coronary atherosclerosis, atrial fibrillation, exogenous obesity, metabolic syndrome, collagen vascular disease, human immunodeficiency virus, blood replacement therapy and several commonly used medications. A contemporary approach to patients with suspected thrombophilias, in addition to a very selective investigation for gain-of-function and loss-of-function gene mutations affecting thromboresistance, must consider prevalent diseases and management decisions encountered regularly by cardiologists in clinical practice. An appropriate recognition of common disease states as thrombophilias will also stimulate platforms for much needed scientific investigation.
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Affiliation(s)
- Richard C Becker
- Divisions of Cardiology and Hematology, Duke University School of Medicine, Duke Clinical Research Institute, 2400 Pratt Street, DUMC 3850, Durham, NC 27705, USA.
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13
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Chaussabel D, Pascual V, Banchereau J. Assessing the human immune system through blood transcriptomics. BMC Biol 2010; 8:84. [PMID: 20619006 PMCID: PMC2895587 DOI: 10.1186/1741-7007-8-84] [Citation(s) in RCA: 174] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2010] [Accepted: 06/15/2010] [Indexed: 02/07/2023] Open
Abstract
Blood is the pipeline of the immune system. Assessing changes in transcript abundance in blood on a genome-wide scale affords a comprehensive view of the status of the immune system in health and disease. This review summarizes the work that has used this approach to identify therapeutic targets and biomarker signatures in the field of autoimmunity and infectious disease. Recent technological and methodological advances that will carry the blood transcriptome research field forward are also discussed.
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Affiliation(s)
- Damien Chaussabel
- Baylor Institute for Immunology Research and Baylor Research Institute, 3434 Live Oak, Dallas, TX 75204, USA
| | - Virginia Pascual
- Baylor Institute for Immunology Research and Baylor Research Institute, 3434 Live Oak, Dallas, TX 75204, USA
| | - Jacques Banchereau
- Baylor Institute for Immunology Research and Baylor Research Institute, 3434 Live Oak, Dallas, TX 75204, USA
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14
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Erkan D, Kozora E, Lockshin MD. Cognitive dysfunction and white matter abnormalities in antiphospholipid syndrome. ACTA ACUST UNITED AC 2010; 18:93-102. [PMID: 20472406 DOI: 10.1016/j.pathophys.2010.04.010] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2009] [Revised: 02/28/2010] [Accepted: 04/19/2010] [Indexed: 12/11/2022]
Abstract
Diagnosis of the antiphospholipid syndrome (APS) requires that a patient have both a clinical event (thrombosis or pregnancy loss) and persistently positive antiphospholipid antibodies (aPL). Although stroke and transient ischemic attack are the most common neurologic manifestations of APS, both cognitive dysfunction and magnetic resonance imaging (MRI) white matter hyperintensities can occur in aPL-positive patients (with or without APS). Relatively little is known about the cognitive pattern in aPL-positive patients; MRI white matter hyperintensities may be related to underlying attentional and executive cognitive impairment. Studies with sophisticated neuroimaging techniques aimed to better understand MRI white matter hyperintensities may eventually facilitate our understanding of cognitive dysfunction in aPL-positive patients.
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Affiliation(s)
- Doruk Erkan
- The Barbara Volcker Center for Women and Rheumatic Disease, United States; Hospital for Special Surgery, United States; Weill Medical College of Cornell University, United States
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15
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Pascual V, Chaussabel D, Banchereau J. A genomic approach to human autoimmune diseases. Annu Rev Immunol 2010; 28:535-71. [PMID: 20192809 DOI: 10.1146/annurev-immunol-030409-101221] [Citation(s) in RCA: 116] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
The past decade has seen an explosion in the use of DNA-based microarrays. These techniques permit assessment of RNA abundance on a genome-wide scale. Medical applications emerged in the field of cancer, with studies of both solid tumors and hematological malignancies leading to the development of tests that are now used to personalize therapeutic options. Microarrays have also been used to analyze the blood transcriptome in a wide range of diseases. In human autoimmune diseases, these studies are showing potential for identifying therapeutic targets as well as biomarkers for diagnosis, assessment of disease activity, and response to treatment. More quantitative and sensitive high-throughput RNA profiling methods are starting to be available and will be necessary for transcriptome analyses to become routine tests in the clinical setting. We expect this to crystallize within the coming decade, as these methods become part of the personalized medicine armamentarium.
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Affiliation(s)
- Virginia Pascual
- Baylor Institute for Immunology Research, INSERM U, Dallas, Texas 75204, USA.
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16
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López-Pedrera C, Cuadrado MJ, Herández V, Buendïa P, Aguirre MA, Barbarroja N, Torres LA, Villalba JM, Velasco F, Khamashta M. Proteomic analysis in monocytes of antiphospholipid syndrome patients: deregulation of proteins related to the development of thrombosis. ACTA ACUST UNITED AC 2010; 58:2835-44. [PMID: 18759277 DOI: 10.1002/art.23756] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
OBJECTIVE Antiphospholipid antibodies (aPL) are closely related to the development of thrombosis, but the exact mechanism(s) leading to thrombotic events remains unknown. In this study, using proteomic techniques, we evaluated changes in protein expression of monocytes from patients with antiphospholipid syndrome (APS) related to the pathophysiology of the syndrome. METHODS Fifty-one APS patients were included. They were divided into 2 groups: patients with previous thrombosis, and patients with recurrent spontaneous abortion. As controls, we studied patients with thrombosis but without aPL, and age- and sex-matched healthy subjects. RESULTS The proteins that were more significantly altered among monocytes from APS patients with thrombosis (annexin I, annexin II, protein disulfide isomerase, Nedd8, RhoA proteins, and Hsp60) were functionally related to the induction of a procoagulant state as well as to autoimmune-related responses. Proteins reported to be connected to recurrent spontaneous abortion (e.g., fibrinogen and hemoglobin) were also determined to be significantly deregulated in APS patients without thrombosis. In vitro treatment with IgG fractions purified from the plasma of APS patients with thrombosis changed the pattern of protein expression of normal monocytes in the same way that was observed in vivo for monocytes from APS patients with thrombosis. CONCLUSION For the first time, proteomic analysis has identified novel proteins that may be involved in the pathogenic mechanisms of APS, thus providing potential new targets for pathogenesis-based therapies for the disease.
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Cuadrado MJ, Aguirre MA, Barbarroja N, Khamashta MA, Lopez-Pedrera C. Proteomics in antiphospholipid syndrome: a review. Lupus 2010; 19:385-8. [DOI: 10.1177/0961203309360986] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The presence of antiphospholipid antibodies (aPL) has been closely related to the development of thrombosis and complications in pregnancy. However, not all patients with aPL will develop those clinical features. The exact pathogenic mechanisms leading to thrombosis and/or pregnancy morbidity are poorly understood. Currently, biomarkers which enable one to predict the prognosis of patients with positive aPL are not readily available. Current advances in genomics and proteomics provide the opportunity to discover novel biomarkers based on changes in concentration levels or post-translational modifications of proteins and peptides. These techniques are now being applied in various areas of medicine with very promising results. This review covers recent studies that have used this approach for a better understanding of the pathogenic mechanisms involved in the development of thrombosis in patients with antiphospholipid syndrome (APS). Although, there are very few qualified biomarkers that have arisen as a result of efforts in proteomics, it is expected that these techniques will deliver biomarkers that might ultimately identify different subgroups of APS patients with various prognoses that might have implications with respect to management and prognosis. Lupus (2010) 19, 385—388.
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Affiliation(s)
- MJ Cuadrado
- Lupus Research Unit, St Thomas' Hospital, London, UK,
| | - MA Aguirre
- Instituto Maimonides para la Investigación Biomedica de Córdoba (IMIBIC), Hospital Universitario Reina Sofía, Córdoba. Spain
| | - N. Barbarroja
- Instituto Maimonides para la Investigación Biomedica de Córdoba (IMIBIC), Hospital Universitario Reina Sofía, Córdoba. Spain
| | - MA Khamashta
- Lupus Research Unit, St Thomas' Hospital, London, UK
| | - Ch Lopez-Pedrera
- Instituto Maimonides para la Investigación Biomedica de Córdoba (IMIBIC), Hospital Universitario Reina Sofía, Córdoba. Spain
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18
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Raffini L, Thornburg C. Testing children for inherited thrombophilia: more questions than answers. Br J Haematol 2009; 147:277-88. [PMID: 19656153 DOI: 10.1111/j.1365-2141.2009.07820.x] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Thrombotic events in children have become an increasingly common problem, particularly in paediatric tertiary care hospitals. The prevalence of inherited thrombophilia in children who develop thrombosis varies substantially depending on the population. Children who develop thrombosis, as well as those who have not but have a positive family history, are frequently tested for inherited thrombophilia. The clinical utility of performing such tests has been questioned, in both adults and children. This review will examine the practise of testing for inherited thrombophilia in children, focusing on the rationale for testing and highlighting areas in which more evidence is needed prior to making strong recommendations. Future studies, many of which are currently being performed or proposed, are necessary to address many of the unanswered questions.
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Affiliation(s)
- Leslie Raffini
- Division of Hematology, Department of Pediatrics, The Children's Hospital of Philadelphia, University of Pennsylvania School of Medicine, Philadelphia, PA 19104-4399, USA.
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19
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Staratschek-Jox A, Classen S, Gaarz A, Debey-Pascher S, Schultze JL. Blood-based transcriptomics: leukemias and beyond. Expert Rev Mol Diagn 2009; 9:271-80. [PMID: 19379085 DOI: 10.1586/erm.09.9] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
In 1999, Golub et al. proposed for the first time microarray-based transcriptional profiling to be used as a new technology for the differential diagnosis of acute myeloid leukemias and acute lymphocytic leukemias. This very preliminary study sparked great enthusiasm beyond the leukemias. Over the last 10 years, numerous studies addressed the use of gene expression profiling of peripheral blood from patients with malignancies, infectious diseases, autoimmunity and even cardiovascular diseases. Despite this great effort, no single test has yet been established using microarray-based transcriptional profiling of peripheral blood. Here we highlight the advances in the field of blood transcriptomics during the last 10 years and also critically discuss the issues that need to be resolved before blood transcriptomics will become part of daily diagnostics in the leukemias, as well as in other diseases showing involvement of peripheral blood.
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Affiliation(s)
- Andrea Staratschek-Jox
- Group Leader Functional Genomics, Genomics and Immunoregulation, LIMES (Life and Medical Sciences Bonn), Program Unit Molecular Immune and Cell Biology, University of Bonn, Karlrobert-Kreitenstrasse 13, D-53115 Bonn, Germany.
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20
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López-Pedrera C, Barbarroja N, Villalba JM. Novel biomarkers of atherosclerosis and cardiovascular risk in autoimmune diseases: Genomics and proteomics approaches. Proteomics Clin Appl 2009; 3:213-25. [DOI: 10.1002/prca.200800147] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2008] [Indexed: 01/15/2023]
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21
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Becker RC. Advancing Biomarker Science in the 21st Century. Circ Cardiovasc Interv 2009; 2:4-5. [DOI: 10.1161/circinterventions.109.849067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Richard C. Becker
- From the Divisions of Cardiology and Hematology, Duke University School of Medicine, Duke Clinical Research Institute, Durham, NC
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López-Pedrera C, Barbarroja N, Aguirre MA, Torres LA, Velasco F, Cuadrado MJ. Genomics and proteomics: a new approach for assessing thrombotic risk in autoimmune diseases. Lupus 2008; 17:904-15. [DOI: 10.1177/0961203308095285] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Several systemic autoimmune conditions, including rheumatoid arthritis, systemic lupus erythematosus and antiphospholipid syndrome, are characterised by enhanced atherosclerosis and, consequently, higher cardiovascular morbidity and mortality rates. The association of these diseases with atherosclerosis suggests a common pathogenic mechanism. Genomic and proteomic studies performed on atherosclerotic plaques have further confirmed the presence of a gene and protein profile similar to that observed in autoimmune diseases with cardiovascular risks. Human sera and body fluids have been analysed and have resulted in the identification of auto-antibodies that can be used as diagnostic markers in specific autoimmune diseases, and proteomic fingerprints of blood cells, tissues and body fluids have resulted in the identification of individual proteins or patterns of protein expression that are deregulated. The information provided by these proteomic studies is of diagnostic and therapeutic potential. In this review, we discuss new approaches available for assessing thrombotic risk in autoimmune diseases, focusing in the genomic and proteomic methods now available to deep into the origin of the mechanisms associated with vascular involvement in systemic autoimmune diseases. The increasing data available suggests that when treating patients with these autoimmune disorders, paying attention to the increased risk of cardiovascular disease is essential.
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Affiliation(s)
- C López-Pedrera
- Unidad de Investigación, Hospital Universitario Reina Sofía, Cordoba, Spain
| | - N Barbarroja
- Unidad de Investigación, Hospital Universitario Reina Sofía, Cordoba, Spain
| | - MA Aguirre
- Unidad de Investigación, Hospital Universitario Reina Sofía, Cordoba, Spain
| | - LA Torres
- Unidad de Investigación, Hospital Universitario Reina Sofía, Cordoba, Spain
| | - F Velasco
- Unidad de Investigación, Hospital Universitario Reina Sofía, Cordoba, Spain
| | - MJ Cuadrado
- Lupus Research Unit, St Thomas Hospital, London, UK
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23
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Aziz H, Zaas A, Ginsburg GS. Peripheral blood gene expression profiling for cardiovascular disease assessment. Genomic Med 2008; 1:105-12. [PMID: 18923935 DOI: 10.1007/s11568-008-9017-x] [Citation(s) in RCA: 87] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2008] [Accepted: 01/25/2008] [Indexed: 12/18/2022] Open
Abstract
Whole blood gene expression profiling has the potential to be informative about dynamic changes in disease states and to provide information on underlying disease mechanisms. Having demonstrated proof of concept in animal models, a number of studies have now tried to tackle the complexity of cardiovascular disease in human hosts to develop better diagnostic and prognostic indicators. These studies show that genomic signatures are capable of classifying patients with cardiovascular diseases into finer categories based on the molecular architecture of a patient's disease and more accurately predict the likelihood of a cardiovascular event than current techniques. To highlight the spectrum of potential applications of whole blood gene expression profiling approach in cardiovascular science, we have chosen to review the findings in a number of complex cardiovascular diseases such as atherosclerosis, hypertension and myocardial infarction as well as thromboembolism, aortic aneurysm, and heart transplant.
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Affiliation(s)
- Hamza Aziz
- School of Medicine, Duke University, Durham, USA
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25
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Erkan D, Lockshin MD. Antiphospholipid syndrome. Clin Immunol 2008. [DOI: 10.1016/b978-0-323-04404-2.10061-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Abstract
Antiphospholipid (aPL) antibodies (Abs) are associated with thrombosis and pregnancy loss in antiphospholipid syndrome (APS), a disorder initially characterised in patients with systemic lupus erythematosus (SLE) but now known to occur in the absence of other autoimmune disease. There is strong evidence that aPL Abs are pathogenic in vivo, from studies of animal models of thrombosis, endothelial cell activation and pregnancy loss. In recent years, progress has been made in characterising the molecular basis of this pathogenicity, which includes direct effects on platelets, endothelial cells and monocytes as well as activation of complement. This review summarises the clinical manifestations of APS and current modalities of treatment, and explains recent advances in understanding the molecular events triggered by aPL Abs on target cells in coagulation pathways as well as effects of aPL Abs on complement activation. Based on this information and on additional scientific evidence using in vitro and in vivo models, new potential targeted therapies for treatment and/or prevention of thrombosis in APS are proposed and discussed.
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Bernales I, Fullaondo A, Marín-Vidalled MJ, Ucar E, Martínez-Taboada V, López-Hoyos M, Zubiaga AM. Innate immune response gene expression profiles characterize primary antiphospholipid syndrome. Genes Immun 2007; 9:38-46. [PMID: 17960154 DOI: 10.1038/sj.gene.6364443] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Primary antiphospholipid syndrome (PAPS) is a systemic autoimmune disorder characterized by thromboembolic episodes and pregnant morbidity with an increasing clinical importance. To gain insight into the pathogenesis of PAPS, we have investigated the gene expression profiles that characterize peripheral blood mononuclear cells derived from PAPS patients. We show that the transcriptional activity of genes involved in innate immune responses, such as toll-like receptor 8 and CD14, as well as downstream genes of this pathway, such as STAT1, OAS2, TNFSF13 and PLSCR1 are significantly increased in PAPS patients. In addition, the expression of monocyte-specific cytokines is also elevated in PAPS mononuclear cells stimulated in vitro with lipopolysaccharide. Taken together, these results reveal a 'response to pathogen' signature in PAPS, which could reflect an altered monocyte activity. Finally, microarray analyses also revealed a reduced expression of genes coding for proteins involved in transcriptional control. Interestingly, a significant proportion of them exhibit E2F-binding sites in their promoter, suggesting that a deregulated RB/E2F activity could play a role in the pathogenesis of antiphospholipid syndrome.
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Affiliation(s)
- I Bernales
- Department of Genetics, Physical Anthropology and Animal Physiology, University of the Basque Country, Bilbao, Spain
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28
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Becker RC. Emerging paradigms, platforms, and unifying themes in biomarker science. J Am Coll Cardiol 2007; 50:1777-80. [PMID: 17964042 DOI: 10.1016/j.jacc.2007.07.039] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2007] [Revised: 07/17/2007] [Accepted: 07/24/2007] [Indexed: 01/18/2023]
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Roe MT, Halabi AR, Mehta RH, Chen AY, Newby LK, Harrington RA, Smith SC, Ohman EM, Gibler WB, Peterson ED. Documented traditional cardiovascular risk factors and mortality in non-ST-segment elevation myocardial infarction. Am Heart J 2007; 153:507-14. [PMID: 17383286 DOI: 10.1016/j.ahj.2006.12.018] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2006] [Accepted: 12/20/2006] [Indexed: 12/21/2022]
Abstract
BACKGROUND Although documented traditional cardiovascular risk factors (hypertension, diabetes, smoking, and dyslipidemia) increase the risk of developing coronary artery disease, their influence on the treatments and outcomes of patients with non-ST-segment elevation myocardial infarction (NSTEMI) has not been fully elucidated. METHODS Using data from the CRUSADE Quality Improvement Initiative, we sought to characterize the effect that the absence of documented traditional risk factors has on inhospital treatments and outcomes in a population of patients with NSTEMI treated in routine practice. We compared clinical characteristics and inhospital outcomes according to the presence and number of risk factors in 74,220 patients with NSTEMI (defined as creatine kinase-MB and/or troponin I/T values above the local upper limit of normal) treated in 476 US hospitals from January 2001 through March 2004. RESULTS The 7755 (10.5%) patients with no documented traditional risk factors on admission were less likely to receive short-term guideline-recommended therapies and revascularization procedures. Despite a higher prevalence of normal left ventricular function and insignificant angiographic coronary artery disease, these patients had a slightly higher risk of adjusted inhospital mortality (odds ratio 1.15, 95% CI 1.03-1.29) compared with patients with any combination of risk factors. CONCLUSIONS Patients without documented traditional cardiovascular risk factors represent 10.5% of the non-ST-segment elevation myocardial infarction population. Because the absence of documented traditional risk factors does not yield a favorable prognosis, further study is needed to delineate the effects of the interplay between novel and documented traditional risk factors and treatment differences on the outcomes of these patients.
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Affiliation(s)
- Matthew T Roe
- Duke University Medical Center, Duke Clinical Research Institute, Durham, NC 27705, USA.
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30
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Learn CA, Fecci PE, Schmittling RJ, Xie W, Karikari I, Mitchell DA, Archer GE, Wei Z, Dressman H, Sampson JH. Profiling of CD4+, CD8+, and CD4+CD25+CD45RO+FoxP3+ T cells in patients with malignant glioma reveals differential expression of the immunologic transcriptome compared with T cells from healthy volunteers. Clin Cancer Res 2007; 12:7306-15. [PMID: 17189402 DOI: 10.1158/1078-0432.ccr-06-1727] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Analyses of T-cell mRNA expression profiles in glioblastoma multiforme has not been previously reported but may help to define and characterize the immunosuppressed phenotype in patients with this type of cancer. EXPERIMENTAL DESIGN We did microarray studies that have shown significant and fundamental differences in the expression profiles of CD4(+) and CD8(+) T cells and immunosuppressive CD4(+)CD25(+)CD45RO(+)FoxP3(+) regulatory T cells (T(reg)) from normal healthy volunteers compared with patients with newly diagnosed glioblastoma multiforme. For these investigations, we isolated total RNA from enriched CD4(+) and CD8(+) T cell or T(reg) cell populations from age-matched individuals and did microarray analyses. RESULTS ANOVA and principal components analysis show that the various T cell compartments exhibit consistently similar mRNA expression profiles among individuals within either healthy or brain tumor groups but reflect significant differences between these groups. Compared with healthy volunteers, CD4(+) and CD8(+) T cells from patients with glioblastoma multiforme display coordinate down-regulation of genes involved in T cell receptor ligation, activation, and intracellular signaling. In contrast, T(regs) from patients with glioblastoma multiforme exhibit increased levels of transcripts involved in inhibiting host immunity. CONCLUSION Our findings support the notion that key differences between expression profiles in T-cell populations from patients with glioblastoma multiforme results from differential expression of the immunologic transcriptome, such that a limited number of genes are principally important in producing the dysregulated T-cell phenotype.
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Affiliation(s)
- Chris A Learn
- Division of Neurosurgery, Department of Surgery, Duke University Medical Center, Durham, North Carolina 27710, USA
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Affiliation(s)
- Richard C Becker
- Cardiology and Hematology, Duke University School of Medicine, USA
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Learn CA, Grossi PM, Schmittling RJ, Xie W, Mitchell DA, Karikari I, Wei Z, Dressman H, Sampson JH. Genetic analysis of intracranial tumors in a murine model of glioma demonstrate a shift in gene expression in response to host immunity. J Neuroimmunol 2006; 182:63-72. [PMID: 17137636 PMCID: PMC1865509 DOI: 10.1016/j.jneuroim.2006.09.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2006] [Revised: 09/25/2006] [Accepted: 09/29/2006] [Indexed: 01/13/2023]
Abstract
For the study of malignant glioma, we have previously characterized a highly tumorigenic murine astrocytoma, SMA-560, which arose spontaneously in an inbred, immunocompetent VM/Dk mouse. Using this cell line as a model of murine glioma, we performed DNA microarray analysis of autologous normal murine astroctyes (NMA) and SMA-560 tumor cells grown in monolayer culture or intracranially in syngeneic immunocompetent or immunocompromised hosts in order to determine whether tumors grown in vitro recreate the complex genetic regulation that occurs in vivo. Our findings support our hypothesis that glioma phenotype in vitro may be quite different in vivo and significantly altered by in situ growth factors and other invading cell populations.
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Affiliation(s)
- Chris A Learn
- Division of Neurosurgery, Department of Surgery, Duke University Medical Center, Durham, NC 27710, United States
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Mahaffey KW, Becker RC. The Scientific Community’s Quest to Identify Optimal Targets for Anticoagulant Pharmacotherapy. Circulation 2006; 114:2313-6. [PMID: 17130355 DOI: 10.1161/circulationaha.106.664169] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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