1
|
Helbing DL, Haas F, Cirri E, Rahnis N, Dau TTD, Kelmer Sacramento E, Oraha N, Böhm L, Lajqi T, Fehringer P, Morrison H, Bauer R. Impact of inflammatory preconditioning on murine microglial proteome response induced by focal ischemic brain injury. Front Immunol 2024; 15:1227355. [PMID: 38655254 PMCID: PMC11036884 DOI: 10.3389/fimmu.2024.1227355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 03/11/2024] [Indexed: 04/26/2024] Open
Abstract
Preconditioning with lipopolysaccharide (LPS) induces neuroprotection against subsequent cerebral ischemic injury, mainly involving innate immune pathways. Microglia are resident immune cells of the central nervous system (CNS) that respond early to danger signals through memory-like differential reprogramming. However, the cell-specific molecular mechanisms underlying preconditioning are not fully understood. To elucidate the distinct molecular mechanisms of preconditioning on microglia, we compared these cell-specific proteomic profiles in response to LPS preconditioning and without preconditioning and subsequent transient focal brain ischemia and reperfusion, - using an established mouse model of transient focal brain ischemia and reperfusion. A proteomic workflow, based on isolated microglia obtained from mouse brains by cell sorting and coupled to mass spectrometry for identification and quantification, was applied. Our data confirm that LPS preconditioning induces marked neuroprotection, as indicated by a significant reduction in brain infarct volume. The established brain cell separation method was suitable for obtaining an enriched microglial cell fraction for valid proteomic analysis. The results show a significant impact of LPS preconditioning on microglial proteome patterns by type I interferons, presumably driven by the interferon cluster regulator proteins signal transducer and activator of transcription1/2 (STAT1/2).
Collapse
Affiliation(s)
- Dario Lucas Helbing
- Institute of Molecular Cell Biology, Jena University Hospital, Friedrich Schiller University, Jena, Germany
- Leibniz Institute on Aging, Fritz Lipmann Institute, Jena, Germany
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Friedrich Schiller University Jena, Jena, Germany
- Center for Intervention and Research on Adaptive and Maladaptive Brain Circuits Underlying Mental Health (C-I-R-C), Jena-Magdeburg-Halle, Jena, Germany
- German Center for Mental Health (DZPG), Site Halle-Jena-Magdeburg, Jena, Germany
| | - Fabienne Haas
- Institute of Molecular Cell Biology, Jena University Hospital, Friedrich Schiller University, Jena, Germany
| | - Emilio Cirri
- Leibniz Institute on Aging, Fritz Lipmann Institute, Jena, Germany
| | - Norman Rahnis
- Leibniz Institute on Aging, Fritz Lipmann Institute, Jena, Germany
| | | | | | - Nova Oraha
- Institute of Molecular Cell Biology, Jena University Hospital, Friedrich Schiller University, Jena, Germany
- Leibniz Institute on Aging, Fritz Lipmann Institute, Jena, Germany
| | - Leopold Böhm
- Institute of Molecular Cell Biology, Jena University Hospital, Friedrich Schiller University, Jena, Germany
- Leibniz Institute on Aging, Fritz Lipmann Institute, Jena, Germany
- Department of Microbiology and Hospital Hygiene, Bundeswehr Central Hospital Koblenz, Koblenz, Germany
| | - Trim Lajqi
- Department of Neonatology, Heidelberg University Children’s Hospital, Heidelberg, Germany
| | - Pascal Fehringer
- Institute of Molecular Cell Biology, Jena University Hospital, Friedrich Schiller University, Jena, Germany
| | - Helen Morrison
- Leibniz Institute on Aging, Fritz Lipmann Institute, Jena, Germany
- Faculty of Biological Sciences, Friedrich-Schiller University, Jena, Germany
| | - Reinhard Bauer
- Institute of Molecular Cell Biology, Jena University Hospital, Friedrich Schiller University, Jena, Germany
| |
Collapse
|
2
|
Zhao T, Zeng J, Zhang R, Pu L, Wang H, Pan L, Jiang Y, Dai X, Sha Y, Han L. Proteomic advance of ischemic stroke: preclinical, clinical, and intervention. Metab Brain Dis 2023; 38:2521-2546. [PMID: 37440002 DOI: 10.1007/s11011-023-01262-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Accepted: 07/01/2023] [Indexed: 07/14/2023]
Abstract
Ischemic stroke (IS) is the most common type of stroke and is characterized by high rates of mortality and long-term injury. The prediction and early diagnosis of IS are therefore crucial for optimal clinical intervention. Proteomics has provided important techniques for exploring protein markers associated with IS, but there has been no systematic evaluation and review of research that has used these techniques. Here, we review the differential proteins that have been found in cell- and animal- based studies and clinical trials of IS in the past 10 years; determine the key pathological proteins that have been identified in clinical trials; summarize the target proteins affected by interventions aimed at treating IS, with a focus on traditional Chinese medicine treatments. Overall, we clarify findings and problems that have been identified in recent proteomics research on IS and provide suggestions for improvements in this area. We also suggest areas that could be explored for determining the pathogenesis and developing interventions for IS.
Collapse
Affiliation(s)
- Tian Zhao
- Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo No.2 Hospital, 41 Northwest Street, Ningbo, 315000, Zhejiang, China
- Center for Cardiovascular and Cerebrovascular Epidemiology and Translational Medicine, Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, 315000, China
| | - Jingjing Zeng
- Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo No.2 Hospital, 41 Northwest Street, Ningbo, 315000, Zhejiang, China
- Center for Cardiovascular and Cerebrovascular Epidemiology and Translational Medicine, Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, 315000, China
| | - Ruijie Zhang
- Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo No.2 Hospital, 41 Northwest Street, Ningbo, 315000, Zhejiang, China
- Center for Cardiovascular and Cerebrovascular Epidemiology and Translational Medicine, Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, 315000, China
| | - Liyuan Pu
- Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo No.2 Hospital, 41 Northwest Street, Ningbo, 315000, Zhejiang, China
- Center for Cardiovascular and Cerebrovascular Epidemiology and Translational Medicine, Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, 315000, China
| | - Han Wang
- Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo No.2 Hospital, 41 Northwest Street, Ningbo, 315000, Zhejiang, China
- Center for Cardiovascular and Cerebrovascular Epidemiology and Translational Medicine, Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, 315000, China
| | - Lifang Pan
- Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo No.2 Hospital, 41 Northwest Street, Ningbo, 315000, Zhejiang, China
- Center for Cardiovascular and Cerebrovascular Epidemiology and Translational Medicine, Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, 315000, China
| | - Yannan Jiang
- Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo No.2 Hospital, 41 Northwest Street, Ningbo, 315000, Zhejiang, China
- Center for Cardiovascular and Cerebrovascular Epidemiology and Translational Medicine, Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, 315000, China
| | - Xiaoyu Dai
- Department of Anus & Intestine Surgery, Ningbo No.2 Hospital, Ningbo, 315000, China
| | - Yuyi Sha
- Department of Intensive Care Medicine, Ningbo No.2 Hospital, Ningbo, 315000, China.
| | - Liyuan Han
- Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo No.2 Hospital, 41 Northwest Street, Ningbo, 315000, Zhejiang, China.
- Center for Cardiovascular and Cerebrovascular Epidemiology and Translational Medicine, Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, 315000, China.
| |
Collapse
|
3
|
Lind L, Titova O, Zeng R, Zanetti D, Ingelsson M, Gustafsson S, Sundström J, Ärnlöv J, Elmståhl S, Assimes T, Michaëlsson K. Plasma Protein Profiling of Incident Cardiovascular Diseases: A Multisample Evaluation. CIRCULATION. GENOMIC AND PRECISION MEDICINE 2023; 16:e004233. [PMID: 38014560 DOI: 10.1161/circgen.123.004233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 09/15/2023] [Indexed: 11/29/2023]
Abstract
BACKGROUND Proteomic profiling could potentially disclose new pathophysiological pathways for cardiovascular diseases (CVD) and improve prediction at the individual level. We therefore aimed to study the plasma protein profile associated with the incidence of different CVDs. METHODS Plasma levels of 245 proteins suspected to be linked to CVD or metabolism were measured in 4 Swedish prospective population-based cohorts (SIMPLER [Swedish Infrastructure for Medical Population-Based Life-Course and Environmental Research], ULSAM (Uppsala Longitudinal Study of Adult Men), EpiHealth, and POEM [Prospective Investigation of Obesity, Energy Production, and Metabolism]) comprising 11 869 individuals, free of CVD diagnoses at baseline. Our primary CVD outcome was defined by a combined end point that included either incident myocardial infarction, stroke, or heart failure. RESULTS Using a discovery/validation approach, 42 proteins were associated with our primary composite end point occurring in 1163 subjects. In separate meta-analyses for each of the 3 CVD outcomes, 49 proteins were related to myocardial infarction, 34 to ischemic stroke, and 109 to heart failure. Thirteen proteins were related to all 3 outcomes. Of those, urokinase plasminogen activator surface receptor, adrenomedullin, and KIM-1 (kidney injury molecule 1) were also related to several markers of subclinical CVD in Prospective Investigation of Obesity, Energy production and Metabolism, reflecting myocardial or arterial pathologies. In prediction analysis, a lasso selection of 11 proteins in ULSAM improved the discrimination of CVD by 3.3% (P<0.0001) in SIMPLER when added to traditional risk factors. CONCLUSIONS Protein profiling in multiple samples disclosed several new proteins to be associated with subsequent myocardial infarction, stroke, and heart failure, suggesting common pathophysiological pathways for these diseases. KIM-1, urokinase plasminogen activator surface receptor, and adrenomedullin were novel early markers of CVD. A selection of 11 proteins improved the discrimination of CVD.
Collapse
Affiliation(s)
- Lars Lind
- Department of Medical Sciences (L.L., R.Z., S.G., J.S.), Uppsala University, Sweden
| | - Olga Titova
- Department of Surgical Sciences (O.T., K.M.), Uppsala University, Sweden
| | - Rui Zeng
- Department of Medical Sciences (L.L., R.Z., S.G., J.S.), Uppsala University, Sweden
| | - Daniela Zanetti
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, CA (T.A., D.Z.)
| | - Martin Ingelsson
- Department of Public Health and Caring Sciences/Geriatrics (M.I.), Uppsala University, Sweden
| | - Stefan Gustafsson
- Department of Medical Sciences (L.L., R.Z., S.G., J.S.), Uppsala University, Sweden
| | - Johan Sundström
- Department of Medical Sciences (L.L., R.Z., S.G., J.S.), Uppsala University, Sweden
| | - Johan Ärnlöv
- Division of Family Medicine and Primary Care, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Huddinge (J.A.)
| | - Sölve Elmståhl
- Department of Clinical Sciences in Malmö, Lund University, Sweden (S.E.)
| | - Themistocles Assimes
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, CA (T.A., D.Z.)
- Palo Alto VA Healthcare System, CA (T.A.)
| | - Karl Michaëlsson
- Department of Surgical Sciences (O.T., K.M.), Uppsala University, Sweden
| |
Collapse
|
4
|
Bidoki NH, Zera KA, Nassar H, Drag LL, Mlynash M, Osborn E, Musabbir M, Kim DE, Paula Mendez M, Lansberg MG, Aghaeepour N, Buckwalter MS. Machine learning models of plasma proteomic data predict mood in chronic stroke and tie it to aberrant peripheral immune responses. Brain Behav Immun 2023; 114:144-153. [PMID: 37557961 PMCID: PMC10792657 DOI: 10.1016/j.bbi.2023.08.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 05/29/2023] [Accepted: 08/06/2023] [Indexed: 08/11/2023] Open
Abstract
Post-stroke depression is common, long-lasting and associated with severe morbidity and death, but mechanisms are not well-understood. We used a broad proteomics panel and developed a machine learning algorithm to determine whether plasma protein data can predict mood in people with chronic stroke, and to identify proteins and pathways associated with mood. We used Olink to measure 1,196 plasma proteins in 85 participants aged 25 and older who were between 5 months and 9 years after ischemic stroke. Mood was assessed with the Stroke Impact Scale mood questionnaire (SIS3). Machine learning multivariable regression models were constructed to estimate SIS3 using proteomics data, age, and time since stroke. We also dichotomized participants into better mood (SIS3 > 63) or worse mood (SIS3 ≤ 63) and analyzed candidate proteins. Machine learning models verified that there is indeed a relationship between plasma proteomic data and mood in chronic stroke, with the most accurate prediction of mood occurring when we add age and time since stroke. At the individual protein level, no single protein or set of proteins predicts mood. But by using univariate analyses of the proteins most highly associated with mood we produced a model of chronic post-stroke depression. We utilized the fact that this list contained many proteins that are also implicated in major depression. Also, over 80% of immune proteins that correlate with mood were higher with worse mood, implicating a broadly overactive immune system in chronic post-stroke depression. Finally, we used a comprehensive literature review of major depression and acute post-stroke depression. We propose that in chronic post-stroke depression there is over-activation of the immune response that then triggers changes in serotonin activity and neuronal plasticity leading to depressed mood.
Collapse
Affiliation(s)
- Neda H Bidoki
- Department of Anesthesiology, Perioperative, & Pain Medicine, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Kristy A Zera
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA
| | - Huda Nassar
- Department of Anesthesiology, Perioperative, & Pain Medicine, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Lauren L Drag
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Michael Mlynash
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Elizabeth Osborn
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Muhith Musabbir
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Da Eun Kim
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Maria Paula Mendez
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Maarten G Lansberg
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Nima Aghaeepour
- Department of Anesthesiology, Perioperative, & Pain Medicine, Stanford University Medical Center, Stanford, CA 94305, USA; Department of Biomedical Data Sciences, Stanford University Medical Center, Stanford, CA 94305, USA; Department of Pediatrics, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Marion S Buckwalter
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA; Department of Neurosurgery, Stanford University Medical Center, Stanford, CA 94305, USA.
| |
Collapse
|
5
|
Kalani R, Bartz TM, Psaty BM, Elkind MSV, Floyd JS, Gerszten RE, Shojaie A, Heckbert SR, Bis JC, Austin TR, Tirschwell DL, Delaney JAC, Longstreth WT. Plasma Proteomic Associations With Incident Ischemic Stroke in Older Adults: The Cardiovascular Health Study. Neurology 2023; 100:e2182-e2190. [PMID: 37015819 PMCID: PMC10238156 DOI: 10.1212/wnl.0000000000207242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Accepted: 02/16/2023] [Indexed: 04/06/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Plasma proteomics may elucidate novel insights into the pathophysiology of ischemic stroke (IS), identify biomarkers of IS risk, and guide development of nascent prevention strategies. We evaluated the relationship between the plasma proteome and IS risk in the population-based Cardiovascular Health Study (CHS). METHODS Eligible CHS participants were free of prevalent stroke and underwent quantification of 1,298 plasma proteins using the aptamer-based SOMAScan assay platform from the 1992-1993 study visit. Multivariable Cox proportional hazards regression was used to evaluate associations between a 1-SD increase in the log2-transformed estimated plasma protein concentrations and incident IS, adjusting for demographics, IS risk factors, and estimated glomerular filtration rate. For proteins independently associated with incident IS, a secondary stratified analysis evaluated associations in subgroups defined by sex and race. Exploratory analyses evaluated plasma proteomic associations with cardioembolic and noncardioembolic IS and proteins associated with IS risk in participants with left atrial dysfunction but without atrial fibrillation. RESULTS Of 2,983 eligible participants, the mean age was 74.3 (±4.8) years, 61.2% were women, and 15.4% were Black. Over a median follow-up of 12.6 years, 450 participants experienced an incident IS. N-terminal probrain natriuretic peptide (NTproBNP, adjusted HR 1.37, 95% CI 1.23-1.53, p = 2.08 × 10-08) and macrophage metalloelastase (MMP12, adjusted HR 1.30, 95% CI 1.16-1.45, p = 4.55 × 10-06) were independently associated with IS risk. These 2 associations were similar in men and women and in Black and non-Black participants. In exploratory analyses, NTproBNP was independently associated with incident cardioembolic IS, E-selectin with incident noncardioembolic IS, and secreted frizzled-related protein 1 with IS risk in participants with left atrial dysfunction. DISCUSSION In a cohort of older adults, NTproBNP and MMP12 were independently associated with IS risk. We identified plasma proteomic determinants of incident cardioembolic and noncardioembolic IS and found a novel protein associated with IS risk in those with left atrial dysfunction.
Collapse
Affiliation(s)
- Rizwan Kalani
- From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada.
| | - Traci M Bartz
- From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada
| | - Bruce M Psaty
- From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada
| | - Mitchell S V Elkind
- From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada
| | - James S Floyd
- From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada
| | - Robert E Gerszten
- From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada
| | - Ali Shojaie
- From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada
| | - Susan R Heckbert
- From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada
| | - Joshua C Bis
- From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada
| | - Thomas R Austin
- From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada
| | - David L Tirschwell
- From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada
| | - Joseph A C Delaney
- From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada
| | - W T Longstreth
- From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada
| |
Collapse
|
6
|
Reilly CS, Borges ÁH, Baker JV, Safo SE, Sharma S, Polizzotto MN, Pankow JS, Hu X, Sherman BT, Babiker AG, Lundgren JD, Lane HC. Investigation of Causal Effects of Protein Biomarkers on Cardiovascular Disease in Persons With HIV. J Infect Dis 2023; 227:951-960. [PMID: 36580481 PMCID: PMC10319949 DOI: 10.1093/infdis/jiac496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 12/19/2022] [Accepted: 12/28/2022] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND There is an incompletely understood increased risk for cardiovascular disease (CVD) among people with HIV (PWH). We investigated if a collection of biomarkers were associated with CVD among PWH. Mendelian randomization (MR) was used to identify potentially causal associations. METHODS Data from follow-up in 4 large trials among PWH were used to identify 131 incident CVD cases and they were matched to 259 participants without incident CVD (controls). Tests of associations between 460 baseline protein levels and case status were conducted. RESULTS Univariate analysis found CLEC6A, HGF, IL-6, IL-10RB, and IGFBP7 as being associated with case status and a multivariate model identified 3 of these: CLEC6A (odds ratio [OR] = 1.48, P = .037), HGF (OR = 1.83, P = .012), and IL-6 (OR = 1.45, P = .016). MR methods identified 5 significantly associated proteins: AXL, CHI3L1, GAS6, IL-6RA, and SCGB3A2. CONCLUSIONS These results implicate inflammatory and fibrotic processes as contributing to CVD. While some of these biomarkers are well established in the general population and in PWH (IL-6 and its receptor), some are novel to PWH (HGF, AXL, and GAS6) and some are novel overall (CLEC6A). Further investigation into the uniqueness of these biomarkers in PWH and the role of these biomarkers as targets among PWH is warranted.
Collapse
Affiliation(s)
- Cavan S Reilly
- Division of Biostatistics, University of Minnesota, Minneapolis, Minnesota, USA
| | | | - Jason V Baker
- HIV Medicine, Infectious Diseases, Hennepin County Medical Center, Minneapolis, Minnesota, USA
| | - Sandra E Safo
- Division of Biostatistics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Shweta Sharma
- Division of Biostatistics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Mark N Polizzotto
- Department of Medicine, Australian National University, Canberra, Australia
| | - James S Pankow
- Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Xiaojun Hu
- Animal and Plant Inspection Service, US Department of Agriculture, Beltsville, Maryland, USA
| | - Brad T Sherman
- Laboratory of Human Retrovirology and Immunoinformatics, Frederick National Laboratories, Frederick, Maryland, USA
| | - Abdel G Babiker
- Epidemiology and Medical Statistics, University College London, London, United Kingdom
| | - Jens D Lundgren
- Department of Infectious Diseases, University of Copenhagen, Copenhagen, Denmark
| | - H Clifford Lane
- Division of Clinical Research, National Institutes of Allergy and Infectious Diseases, Bethesda, Maryland, USA
| |
Collapse
|
7
|
Cao L, Liu D, Karhunen V, Ren Y, Ye D, Gao J, Gill D, Wang M. Circulating macrophage colony-stimulating factor levels and stroke: A Mendelian randomization study. J Stroke Cerebrovasc Dis 2023; 32:107050. [PMID: 36780760 DOI: 10.1016/j.jstrokecerebrovasdis.2023.107050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Revised: 01/30/2023] [Accepted: 02/03/2023] [Indexed: 02/13/2023] Open
Abstract
OBJECTIVES Colony-stimulating factor 1 (CSF1), also known as macrophage colony-stimulating factor, has been shown to be associated with risk of ischemic stroke in conventional epidemiological study. We performed a Mendelian randomization analysis to evaluate the effects of genetically predicted circulating CSF1 levels on stroke and carotid intima-media thickness (cIMT). METHODS Genetic variants robustly associated with CSF1 levels, located in the vicinity of the CSF1 gene (cis), were used as instruments for CSF1 levels. Genetic association estimates for ischemic stroke and its subtypes, intra-cerebral hemorrhage (ICH), and cIMT were obtained from MEGASTROKE (60,341 cases and 454,450 controls), ISGC (1,545 cases and 1,481 controls), and UK Biobank (22,179 individuals), respectively. RESULTS Genetically predicted higher CSF1 levels was significantly associated with a higher risk of any ischemic stroke, large artery stroke (LAS) and cardioembolic stroke (CES), but not with small vessel stroke (SVS) and ICH. The odds ratios (ORs) per genetically predicted one standard deviation (SD) increase in circulating CSF1 levels were 1.11 (95% CI 1.04-1.17) for any ischemic stroke, 1.23 (95% CI 1.07-1.42) for LAS, 1.18 (95% CI 1.05-1.33) for CES, 1.07 (95% CI 0.94-1.21) for SVS, and 1.15 (95% CI 0.73-1.83) for ICH. Similarly, we also found that genetically predicted higher CSF1 levels were associated with higher cIMT, as a measure of subclinical atherosclerosis (cIMT, β 0.016, 95% CI, 0.004-0.029). CONCLUSIONS This study provides evidence that genetically predicted higher CSF1 levels was associated with higher risk of any ischemic stroke, LAS, and CES. Whether targeting CSF1 or its receptors can reduce the risk of ischemic stroke needs further study.
Collapse
Affiliation(s)
- Liping Cao
- Department of Neurology, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Dandan Liu
- Department of Integrated Traditional Chinese and Western Medicine, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Ville Karhunen
- Research Unit of Mathematical Sciences, University of Oulu, Oulu, Finland; Center for Life Course Health Research, Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Yi Ren
- Department of Neurology, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Dan Ye
- Department of Neurology, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Jie Gao
- Department of Neurology, Jinling Hospital, Medical School of Nanjing University, Nanjing, China
| | - Dipender Gill
- Department of Epidemiology and Biostatistics, School of Public Health, St Mary's Hospital, Imperial College London, London, United Kingdom
| | - Mengmeng Wang
- Department of Neurology, The Third Affiliated Hospital of Soochow University, Changzhou, China.
| |
Collapse
|
8
|
do Kleyton Palmeira Ó, da Silva Freire AK, de Nóbrega DN, Dos Santos Souza R, Farias ICC, de Mendonça Belmont TF, da Silva AS, da Silva Arcanjo G, da Silva Araujo A, Dos Anjos ACM, de Araujo ARL, Bezerra MAC, de Moura PMMF, do Socorro Mendonça Cavalcanti M, Vasconcelos LRS. Polymorphisms and gene expression of metalloproteinases and their inhibitors associated with cerebral ischemic stroke in young patients with sickle cell anemia. Mol Biol Rep 2023; 50:3341-3353. [PMID: 36720795 DOI: 10.1007/s11033-023-08262-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 01/09/2023] [Indexed: 02/02/2023]
Abstract
BACKGROUND Sickle cell anemia (SCA) is a genetic disease with great clinical heterogeneity and few viable strategies for treatment; hydroxyurea (HU) is the only widely used drug. Thus, the study of single nucleotide polymorphisms (SNPs) and the gene expression of MMPs 1, 2, 9, 7 and TIMPs 1 and 2, which are involved in the regulation of extracellular matrix, inflammation, and neuropathies, may provide further insights into the pathophysiology of the disease and elucidate biomarkers and molecules as potential therapeutic targets for patients with SCA. METHODS AND RESULTS We evaluated 251 young individuals with SCA from northeastern Brazil. The groups were divided according to vaso-occlusive crisis (VOC) and cerebrovascular disease (CVD), compared to control individuals. SNP detection and gene expression assays were performed by real-time PCR, TaqMan system®. Both the expression levels of MMP1 gene, and the SNP MMP1-1607 1G/2G were associated with the risk of cerebral ischemic stroke (IS), and the expression of MMP1 was also associated with a higher frequency of VOC/year. Expression levels of MMP7, TIMP1, and TIMP2 were increased in patients conditioned to IS. The SNP 372T>C (rs4898) TIMP1 T alleles were more frequent in patients with > 5 VOC events/year. The SNP rs17576 of MMP9 showed differences in gene expression levels; it was increased in the genotypes AG, and AG+GG. CONCLUSION The findings of this study, the SNPs, and expression provide initial support for understanding the role of MMPs-TIMPs in the pathophysiology of SCA in young patients.
Collapse
Affiliation(s)
- Ó do Kleyton Palmeira
- Instituto Aggeu Magalhães Research Center - IAM-FIOCRUZ-PE, Av. Professor Moraes Rego, S/N, Recife, PE, 50.740-465, Brazil
| | - Ana Karla da Silva Freire
- Institute of Biological Sciences and Faculty of Medical Sciences, University of Pernambuco, Recife, PE, Brazil
| | - Débora Nascimento de Nóbrega
- Instituto Aggeu Magalhães Research Center - IAM-FIOCRUZ-PE, Av. Professor Moraes Rego, S/N, Recife, PE, 50.740-465, Brazil
| | - Roberta Dos Santos Souza
- Instituto Aggeu Magalhães Research Center - IAM-FIOCRUZ-PE, Av. Professor Moraes Rego, S/N, Recife, PE, 50.740-465, Brazil
| | | | | | - Andreia Soares da Silva
- Institute of Biological Sciences and Faculty of Medical Sciences, University of Pernambuco, Recife, PE, Brazil
| | | | | | | | | | | | | | | | | |
Collapse
|
9
|
Skau E, Wagner P, Leppert J, Ärnlöv J, Hedberg P. Are the results from a multiplex proteomic assay and a conventional immunoassay for NT-proBNP and GDF-15 comparable? Clin Proteomics 2023; 20:5. [PMID: 36694116 PMCID: PMC9872369 DOI: 10.1186/s12014-023-09393-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 01/13/2023] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND We aimed to compare absolute plasma concentrations of N-terminal pro-brain natriuretic peptide (NT-proBNP) and growth differentiation factor 15 (GDF-15) obtained by a conventional immunoassay with the corresponding relative concentrations from a proximity extension assay (PEA) and compare the prognostic impact of the protein levels obtained from these assays. METHODS We evaluated 437 patients with peripheral arterial disease (PAD) and a population-based cohort of 643 individuals without PAD. Correlations were calculated using Spearman's rank correlation coefficients (rho). The discriminatory accuracy of the protein levels to predict future cardiovascular events was analyzed with Cox regression and presented as time-dependent areas under the receiver-operator-characteristic curves (tdAUCs). RESULTS For NT-proBNP, the two assays correlated with rho 0.93 and 0.93 in the respective cohort. The PEA values leveled off at higher values in both cohorts. The corresponding correlations for GDF-15 were 0.91 and 0.89. At 5 years follow-up, the tdAUCs in the patient cohort were similar for NT-proBNP and GDF-15 regardless of assay used (0.65-0.66). The corresponding tdAUCs in the population-based cohort were between 0.72 and 0.77. CONCLUSION Except for the highest levels of NT-proBNP, we suggest that PEA data for NT-proBNP and GDF-15 reliably reflects absolute plasma levels and contains similar prognostic information.
Collapse
Affiliation(s)
- Emma Skau
- grid.8993.b0000 0004 1936 9457Centre for Clinical Research, Västmanland County Hospital, Uppsala University, SE-72 189 Västerås, Sweden ,grid.412154.70000 0004 0636 5158Department of Cardiology, Danderyd University Hospital, Stockholm, Sweden
| | - Philippe Wagner
- grid.8993.b0000 0004 1936 9457Centre for Clinical Research, Västmanland County Hospital, Uppsala University, SE-72 189 Västerås, Sweden
| | - Jerzy Leppert
- grid.8993.b0000 0004 1936 9457Centre for Clinical Research, Västmanland County Hospital, Uppsala University, SE-72 189 Västerås, Sweden
| | - Johan Ärnlöv
- grid.411953.b0000 0001 0304 6002School of Health and Social Studies, Dalarna University, Falun, Sweden ,grid.4714.60000 0004 1937 0626Division of Family Medicine and Primary Care, Department of Neurobiology, Care Sciences and Society (NVS), Karolinska Institutet, Huddinge, Sweden
| | - Pär Hedberg
- grid.8993.b0000 0004 1936 9457Centre for Clinical Research, Västmanland County Hospital, Uppsala University, SE-72 189 Västerås, Sweden ,Department of Clinical Physiology, Västmanland County Hospital, Västerås, Sweden
| |
Collapse
|
10
|
Proteomics reveals the key molecules involved in curcumin-induced protection against sciatic nerve injury in rats. Neuroscience 2022; 501:11-24. [PMID: 35870565 DOI: 10.1016/j.neuroscience.2022.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 05/02/2022] [Accepted: 05/05/2022] [Indexed: 11/23/2022]
Abstract
We generated a rat model of sciatic nerve crush injury and characterized the effects of curcumin on sciatic nerve recovery by using behavioral experiments, hematoxylin-eosin staining, toluidine blue staining, and immunohistochemical. Proteomic analysis using tandem mass tagging was performed to determine differentially expressed proteins (DEPs), and GO and KEGG pathway analyses of overlapping DEPs was conducted, following which, qPCR, western blotting, and immunofluorescence were further performed to validate the proteins of interest. Finally, a Schwann cell injury model was used to verify the effect of curcumin on potential targets. The rat model was successful established and curcumin improved the sciatic nerve function index of rats with sciatic nerve injury (SNI) and increased the number and diameter of myelinated axons in the sciatic nerve. In the Sham group versus the Injured group and in the Injured group versus the Curcumin group, we identified a total of 4,175 proteins, of which 953 were DEPs, and 218 were known overlapping DEPs. Ten associated pathways, such as calcium signaling pathway, biosynthesis of antibiotics, and long-term potentiation, were identified. The 218 overlapping DEPs were primarily involved in negative regulation of apoptotic process, biological processes, cytoplasm cellular component, and protein binding molecular function based on GO annotation. Curcumin promoted increased expression of ApoD and inhibited the expression of Cyba in vivo and in vitro. These results indicated that curcumin promoted sciatic nerve repair through regulation of various proteins, targets, and pathways. Cyba and ApoD may be potential targets of curcumin in the treatment of SNI.
Collapse
|
11
|
Bicvic A, Scherrer N, Schweizer J, Fluri F, Christ-Crain M, De Marchis GM, Luft AR, Katan M. A novel biomarker panel index improves risk stratification after ischemic stroke. Eur Stroke J 2022; 7:158-165. [PMID: 35647313 PMCID: PMC9134784 DOI: 10.1177/23969873221090798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 03/09/2022] [Indexed: 11/15/2022] Open
Abstract
Background: We investigated 92 blood biomarkers implicated in the pathophysiological pathways of ischemic injury, inflammation, hemostasis, and regulation of vascular resistance to predict post-stroke mortality. Aim: Based on the most promising markers, we aimed to create a novel Biomarker Panel Index (BPI) for risk stratification. Methods: In this prospective study, we measured 92 biomarkers in 320 stroke patients. The primary outcome measure was mortality within 90 days. We estimated the association of each biomarker using logistic regression adjusting for multiple testing. The most significant 16 biomarkers were used to create the BPI. We fitted regression models to estimate the association and the discriminatory accuracy of the BPI with mortality and stroke etiology. Results: Adjusted for demographic and vascular covariates, the BPI remained independently associated with mortality (odds ratio (OR) 1.68, 95% confidence interval (CI): 1.29–2.18) and cardioembolic stroke etiology (OR 1.38, 95% CI: 1.10–1.74), and improved the discriminatory accuracy to predict mortality (area under the receiver operating characteristic curve (AUC) 0.93, 95% CI: 0.89–0.96) and cardioembolic stroke etiology (AUC 0.70, 95% CI: 0.64–0.77) as compared to the best clinical prediction models alone (AUC 0.89, 95% CI: 0.84–0.94 and AUC 0.66, 95% CI: 0.60-0.73, respectively). Conclusions: We identified a novel BPI improving risk stratification for mortality after ischemic stroke beyond established demographic and vascular risk factors. Furthermore, the BPI is associated with underlying cardioembolic stroke etiology. These results need external validation.
Collapse
Affiliation(s)
- Antonela Bicvic
- Department of Neurology, University Hospital of Zurich, Zurich, Switzerland
- Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Natalie Scherrer
- Department of Neurology, University Hospital of Zurich, Zurich, Switzerland
| | - Juliane Schweizer
- Department of Neurology, University Hospital of Zurich, Zurich, Switzerland
| | - Felix Fluri
- Department of Neurology, SRO Gesundheitszentrum, Bad Wimpfen, Germany
- Department of Neurology, University Hospital Würzburg, Würzburg, Germany
| | - Mirjam Christ-Crain
- Department of Endocrinology, University Hospital of Basel, Basel, Switzerland
| | - Gian Marco De Marchis
- Department of Neurology, University Hospital of Basel and University of Basel, Basel, Switzerland
| | - Andreas R Luft
- Department of Neurology, University Hospital of Zurich, Zurich, Switzerland
| | - Mira Katan
- Department of Neurology, University Hospital of Zurich, Zurich, Switzerland
| |
Collapse
|
12
|
SWATH-MS for prospective identification of protein blood biomarkers of rtPA-associated intracranial hemorrhage in acute ischemic stroke: a pilot study. Sci Rep 2021; 11:18765. [PMID: 34548538 PMCID: PMC8455557 DOI: 10.1038/s41598-021-97710-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 08/27/2021] [Indexed: 11/08/2022] Open
Abstract
Intravenous recombinant tissue plasminogen activator (rtPA) is, besides mechanical thrombectomy, the highest class evidence based reperfusion treatment of acute ischemic stroke (AIS). The biggest concern of the therapy is symptomatic intracranial hemorrhage (sICH), which occurs in 3-7% of all treated patients, and is associated with worse functional outcome. Finding a method of the powerful identification of patients at highest risk of sICH, in order to increase the percentage of stroke patients safely treated with rtPA, is one of the most important challenges in stroke research. To address this problem, we designed a complex project to identify blood, neuroimaging, and clinical biomarkers combined for prospective assessment of the risk of rtPA-associated ICH. In this paper we present results of blood proteomic and peptide analysis of pilot 41 AIS patients before rtPA administration (the test ICH group, n = 9 or the controls, without ICH, n = 32). We demonstrated that pre-treatment blood profiles of 15 proteins differ depending on whether the patients develop rtPA-associated ICH or not. SWATH-MS quantification of serum or plasma proteins might allow for robust selection of blood biomarkers to increase the prospective assessment of rtPA-associated ICH over that based solely on clinical and neuroimaging characteristics.
Collapse
|
13
|
Fettrelet T, Gigon L, Karaulov A, Yousefi S, Simon HU. The Enigma of Eosinophil Degranulation. Int J Mol Sci 2021; 22:ijms22137091. [PMID: 34209362 PMCID: PMC8268949 DOI: 10.3390/ijms22137091] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 06/23/2021] [Accepted: 06/29/2021] [Indexed: 12/18/2022] Open
Abstract
Eosinophils are specialized white blood cells, which are involved in the pathology of diverse allergic and nonallergic inflammatory diseases. Eosinophils are traditionally known as cytotoxic effector cells but have been suggested to additionally play a role in immunomodulation and maintenance of homeostasis. The exact role of these granule-containing leukocytes in health and diseases is still a matter of debate. Degranulation is one of the key effector functions of eosinophils in response to diverse stimuli. The different degranulation patterns occurring in eosinophils (piecemeal degranulation, exocytosis and cytolysis) have been extensively studied in the last few years. However, the exact mechanism of the diverse degranulation types remains unknown and is still under investigation. In this review, we focus on recent findings and highlight the diversity of stimulation and methods used to evaluate eosinophil degranulation.
Collapse
Affiliation(s)
- Timothée Fettrelet
- Institute of Pharmacology, University of Bern, Inselspital, INO-F, CH-3010 Bern, Switzerland; (T.F.); (L.G.); (S.Y.)
- Department of Biochemistry, University of Lausanne, CH-1066 Epalinges, Switzerland
| | - Lea Gigon
- Institute of Pharmacology, University of Bern, Inselspital, INO-F, CH-3010 Bern, Switzerland; (T.F.); (L.G.); (S.Y.)
| | - Alexander Karaulov
- Department of Clinical Immunology and Allergology, Sechenov University, 119991 Moscow, Russia;
| | - Shida Yousefi
- Institute of Pharmacology, University of Bern, Inselspital, INO-F, CH-3010 Bern, Switzerland; (T.F.); (L.G.); (S.Y.)
| | - Hans-Uwe Simon
- Institute of Pharmacology, University of Bern, Inselspital, INO-F, CH-3010 Bern, Switzerland; (T.F.); (L.G.); (S.Y.)
- Department of Clinical Immunology and Allergology, Sechenov University, 119991 Moscow, Russia;
- Laboratory of Molecular Immunology, Institute of Fundamental Medicine and Biology, Kazan Federal University, 420012 Kazan, Russia
- Institute of Biochemistry, Medical School Brandenburg, D-16816 Neuruppin, Germany
- Correspondence: ; Tel.: +41-31-632-3281
| |
Collapse
|
14
|
Lind L, Ärnlöv J, Sundström J. Plasma Protein Profile of Incident Myocardial Infarction, Ischemic Stroke, and Heart Failure in 2 Cohorts. J Am Heart Assoc 2021; 10:e017900. [PMID: 34096334 PMCID: PMC8477859 DOI: 10.1161/jaha.120.017900] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Background The aim is to study common etiological pathways for 3 major cardiovascular diseases (CVD), as reflected in multiple proteins. Methods and Results Eighty-four proteins were measured using the proximity extension technique in 870 participants in the PIVUS (Prospective Investigation of Uppsala Seniors Study) cohort on 3 occasions (age 70, 75, and 80 years). The sample was followed for incident myocardial infarction, ischemic stroke or heart failure. The same proteins were measured in an independent validation sample, the ULSAM (Uppsala Longitudinal Study of Adult Men) cohort in 595 participants at age 77. During a follow-up of up to 15 years in PIVUS and 9 years in ULSAM, 222 and 167 individuals experienced a CVD. Examining associations with the 3 outcomes separately in a meta-analysis of the 2 cohorts, 6 proteins were related to incident myocardial infarction, 25 to heart failure, and 8 proteins to ischemic stroke following adjustment for traditional risk factors. Growth differentiation factor 15 and tumor necrosis factor-related apoptosis-inducing ligand receptor 2 were related to all 3 CVDs. Including estimated glomerular filtration rate in the models attenuated some of these relationships. Fifteen proteins were related to a composite of all 3 CVDs using a discovery/validation approach when adjusting for traditional risk factors. A selection of 7 proteins by lasso in PIVUS improved discrimination of incident CVD by 7.3% compared with traditional risk factors in ULSAM. Conclusions We discovered and validated associations of multiple proteins with incident CVD. Only a few proteins were associated with all 3 diseases: myocardial infarction, ischemic stroke, and heart failure.
Collapse
Affiliation(s)
- Lars Lind
- Department of Medical Sciences Uppsala University Uppsala Sweden
| | - Johan Ärnlöv
- Division of Family Medicine and Primary Care Department of Neurobiology, Care Sciences and Society Karolinska Institutet Huddinge Sweden.,School of Health and Social Sciences Dalarna University Falun Sweden
| | - Johan Sundström
- Department of Medical Sciences Uppsala University Uppsala Sweden.,The George Institute for Global HealthUniversity of New South Wales Sydney Australia
| |
Collapse
|
15
|
Lind L, Gigante B, Borné Y, Feldreich T, Leppert J, Hedberg P, Östgren CJ, Nyström FH, Sundström J, Ärnlöv J, Baldassarre D, Tremoli E, Veglia F, Hamsten A, O'Donnell CJ, Franceschini N, Orho-Melander M, Nilsson J, Melander O, Engström G, Mälarstig A. Plasma Protein Profile of Carotid Artery Atherosclerosis and Atherosclerotic Outcomes: Meta-Analyses and Mendelian Randomization Analyses. Arterioscler Thromb Vasc Biol 2021; 41:1777-1788. [PMID: 33657885 DOI: 10.1161/atvbaha.120.315597] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
[Figure: see text].
Collapse
Affiliation(s)
- Lars Lind
- Department of Medical Sciences, Uppsala University, Sweden (L.L., J.S.)
| | - Bruna Gigante
- Unit of Cardiovascular Medicine, Department of Medicine, Karolinska Institutet, Sweden (B.G., A.H., A.M.)
| | - Yan Borné
- Department of Clinical Sciences Malmö, Lund University, Sweden (Y.B., M.O.-M., J.N., O.M., G.E.)
| | - Tobias Feldreich
- School of Health and Social Sciences, Dalarna University, Falun, Sweden (T.F., J.A.)
| | - Jerzy Leppert
- Centre for Clinical Research, Uppsala University (J.L., P.H.), Västmanland County Hospital, Västerås, Sweden
| | - Pär Hedberg
- Centre for Clinical Research, Uppsala University (J.L., P.H.), Västmanland County Hospital, Västerås, Sweden.,Department of Clinical Physiology (P.H.), Västmanland County Hospital, Västerås, Sweden
| | - Carl Johan Östgren
- Department of Health, Medicine and Caring Sciences, Linköping University, Sweden (C.J.O., F.H.N.).,Department of Medicine, Boston University, MA (C.J.O.)
| | - Fredrik H Nyström
- Department of Health, Medicine and Caring Sciences, Linköping University, Sweden (C.J.O., F.H.N.)
| | - Johan Sundström
- Department of Medical Sciences, Uppsala University, Sweden (L.L., J.S.).,The George Institute for Global Health, University of New South Wales, Sydney, Australia (J.S.)
| | - Johan Ärnlöv
- School of Health and Social Sciences, Dalarna University, Falun, Sweden (T.F., J.A.)
| | - Damiano Baldassarre
- Damiano Baldassarre, Department of Medical Biotechnology and Translational Medicine, Università di Milano (D.B.).,Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.B., E.T., F.V.)
| | - Elena Tremoli
- Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.B., E.T., F.V.)
| | - Fabrizio Veglia
- Centro Cardiologico Monzino, IRCCS, Milan, Italy (D.B., E.T., F.V.)
| | - Anders Hamsten
- Unit of Cardiovascular Medicine, Department of Medicine, Karolinska Institutet, Sweden (B.G., A.H., A.M.)
| | - Christopher J O'Donnell
- Department of Health, Medicine and Caring Sciences, Linköping University, Sweden (C.J.O., F.H.N.).,Department of Medicine, Boston University, MA (C.J.O.)
| | - Nora Franceschini
- Department of Epidemiology, University of North Caroline, Capel Hill (N.F.)
| | - Marju Orho-Melander
- Department of Clinical Sciences Malmö, Lund University, Sweden (Y.B., M.O.-M., J.N., O.M., G.E.)
| | - Jan Nilsson
- Department of Clinical Sciences Malmö, Lund University, Sweden (Y.B., M.O.-M., J.N., O.M., G.E.)
| | - Olle Melander
- Department of Clinical Sciences Malmö, Lund University, Sweden (Y.B., M.O.-M., J.N., O.M., G.E.)
| | - Gunnar Engström
- Department of Clinical Sciences Malmö, Lund University, Sweden (Y.B., M.O.-M., J.N., O.M., G.E.)
| | - Anders Mälarstig
- Unit of Cardiovascular Medicine, Department of Medicine, Karolinska Institutet, Sweden (B.G., A.H., A.M.)
| |
Collapse
|
16
|
Yoshimoto T, Saito S, Omae K, Hattori Y, Fukuma K, Kitamura K, Kakuta R, Kita T, Maruyama H, Yamamoto H, Ihara M. Study Protocol for a Randomized, Double-Blind, Placebo-Controlled, Phase-II Trial: AdrenoMedullin for Ischemic Stroke Study. J Stroke Cerebrovasc Dis 2021; 30:105761. [PMID: 33813084 DOI: 10.1016/j.jstrokecerebrovasdis.2021.105761] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 03/14/2021] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVES Adrenomedullin (AM), a vasoactive peptide, has strong anti-inflammatory and angiogenic properties, which have been reported to ameliorate the consequences of ischemic stroke in several animal models. After a phase I study in healthy volunteers, two phase II trials of AM for inflammatory bowel diseases have been recently completed. The current AdrenoMedullin For Ischemic Stroke (AMFIS) study aims to assess the safety and efficacy of AM in patients with acute ischemic stroke. MATERIALS AND METHODS The AMFIS study is an investigator-initiated, randomized, double-blind, phase-II trial. AM or placebo will be administered to patients with non-cardioembolic ischemic stroke within 24 h after stroke onset. In the first cohort of the AMFIS study, patients will be randomly allocated to the investigation treatment A (30 μg/kg of AM in total for 7 days, n = 20) or placebo group (n = 10). In the second cohort, patients will be assigned to the investigation treatment B (56 μg/kg of AM in total for 7 days, n = 20) or placebo group (n = 10). RESULTS Serious adverse events related to the protocol treatment will be evaluated as the primary outcome. All adverse events will be analyzed as the secondary outcome. Regarding efficacy endpoints, the change in National Institutes of Health Stroke Scale and modified Rankin Scale scores will be compared between investigation treatment and placebo groups. CONCLUSIONS AM is expected to be a safe and effective treatment for ischemic stroke.
Collapse
Affiliation(s)
- Takeshi Yoshimoto
- Department of Neurology, National Cerebral and Cardiovascular Center, 6-1 Kishibe-Shimmachi, Suita, Osaka 564-8565, Japan; Department of Clinical Neuroscience and Therapeutics, Hiroshima University, Hiroshima, Japan.
| | - Satoshi Saito
- Department of Neurology, National Cerebral and Cardiovascular Center, 6-1 Kishibe-Shimmachi, Suita, Osaka 564-8565, Japan; Department of Pediatric Dentistry, Osaka University Graduate School of Dentistry, Suita, Japan.
| | - Katsuhiro Omae
- Department of Data Science, National Cerebral and Cardiovascular Center, Suita, Japan.
| | - Yorito Hattori
- Department of Neurology, National Cerebral and Cardiovascular Center, 6-1 Kishibe-Shimmachi, Suita, Osaka 564-8565, Japan.
| | - Kazuki Fukuma
- Department of Neurology, National Cerebral and Cardiovascular Center, 6-1 Kishibe-Shimmachi, Suita, Osaka 564-8565, Japan.
| | - Kazuo Kitamura
- Division of Circulatory and Body Fluid Regulation, Department of Internal Medicine, Faculty of Medicine, University of Miyazaki, Miyazaki, Japan.
| | - Ryosuke Kakuta
- Department of Data Science, National Cerebral and Cardiovascular Center, Suita, Japan.
| | - Toshihiro Kita
- Division of Circulatory and Body Fluid Regulation, Department of Internal Medicine, Faculty of Medicine, University of Miyazaki, Miyazaki, Japan.
| | - Hirofumi Maruyama
- Department of Clinical Neuroscience and Therapeutics, Hiroshima University, Hiroshima, Japan.
| | - Haruko Yamamoto
- Department of Data Science, National Cerebral and Cardiovascular Center, Suita, Japan.
| | - Masafumi Ihara
- Department of Neurology, National Cerebral and Cardiovascular Center, 6-1 Kishibe-Shimmachi, Suita, Osaka 564-8565, Japan.
| |
Collapse
|
17
|
Abstract
Risk assessments are integral for the prevention and management of cardiometabolic disease (CMD). However, individuals may develop CMD without traditional risk factors, necessitating the development of novel biomarkers to aid risk prediction. The emergence of omic technologies, including genomics, proteomics, and metabolomics, has allowed for assessment of orthogonal measures of cardiometabolic risk, potentially improving the ability for novel biomarkers to refine disease risk assessments. While omics has shed light on novel mechanisms for the development of CMD, its adoption in clinical practice faces significant challenges. We review select omic technologies and cardiometabolic investigations for risk prediction, while highlighting challenges and opportunities for translating findings to clinical practice.
Collapse
Affiliation(s)
- Usman A Tahir
- Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts 02215, USA; ,
| | - Robert E Gerszten
- Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts 02215, USA; ,
| |
Collapse
|
18
|
Hoogeveen RM, Pereira JPB, Nurmohamed NS, Zampoleri V, Bom MJ, Baragetti A, Boekholdt SM, Knaapen P, Khaw KT, Wareham NJ, Groen AK, Catapano AL, Koenig W, Levin E, Stroes ESG. Improved cardiovascular risk prediction using targeted plasma proteomics in primary prevention. Eur Heart J 2020; 41:3998-4007. [PMID: 32808014 PMCID: PMC7672529 DOI: 10.1093/eurheartj/ehaa648] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 02/13/2020] [Accepted: 07/27/2020] [Indexed: 01/04/2023] Open
Abstract
AIMS In the era of personalized medicine, it is of utmost importance to be able to identify subjects at the highest cardiovascular (CV) risk. To date, single biomarkers have failed to markedly improve the estimation of CV risk. Using novel technology, simultaneous assessment of large numbers of biomarkers may hold promise to improve prediction. In the present study, we compared a protein-based risk model with a model using traditional risk factors in predicting CV events in the primary prevention setting of the European Prospective Investigation (EPIC)-Norfolk study, followed by validation in the Progressione della Lesione Intimale Carotidea (PLIC) cohort. METHODS AND RESULTS Using the proximity extension assay, 368 proteins were measured in a nested case-control sample of 822 individuals from the EPIC-Norfolk prospective cohort study and 702 individuals from the PLIC cohort. Using tree-based ensemble and boosting methods, we constructed a protein-based prediction model, an optimized clinical risk model, and a model combining both. In the derivation cohort (EPIC-Norfolk), we defined a panel of 50 proteins, which outperformed the clinical risk model in the prediction of myocardial infarction [area under the curve (AUC) 0.754 vs. 0.730; P < 0.001] during a median follow-up of 20 years. The clinically more relevant prediction of events occurring within 3 years showed an AUC of 0.732 using the clinical risk model and an AUC of 0.803 for the protein model (P < 0.001). The predictive value of the protein panel was confirmed to be superior to the clinical risk model in the validation cohort (AUC 0.705 vs. 0.609; P < 0.001). CONCLUSION In a primary prevention setting, a proteome-based model outperforms a model comprising clinical risk factors in predicting the risk of CV events. Validation in a large prospective primary prevention cohort is required to address the value for future clinical implementation in CV prevention.
Collapse
Affiliation(s)
- Renate M Hoogeveen
- Department of Vascular Medicine, Amsterdam University Medical Centers, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - João P Belo Pereira
- Department of Vascular Medicine, Amsterdam University Medical Centers, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Nick S Nurmohamed
- Department of Vascular Medicine, Amsterdam University Medical Centers, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
- Department of Cardiology, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Veronica Zampoleri
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Via Balzaretti 9, 20133 Milan, Italy
| | - Michiel J Bom
- Department of Cardiology, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Andrea Baragetti
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Via Balzaretti 9, 20133 Milan, Italy
| | - S Matthijs Boekholdt
- Department of Cardiology, Amsterdam University Medical Centers, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Paul Knaapen
- Department of Cardiology, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Kay-Tee Khaw
- Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, UK
| | - Nicholas J Wareham
- Medical Research Council Epidemiology Unit, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Albert K Groen
- Department of Vascular Medicine, Amsterdam University Medical Centers, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Alberico L Catapano
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Via Balzaretti 9, 20133 Milan, Italy
- Multimedica IRCCS, Milano, Italy
| | - Wolfgang Koenig
- Klinik für Herz- und Kreislauferkrankungen, Deutsches Herzzentrum München, Technische Universität München, Munich, Germany
- DZHK (German Centre for Cardiovascular Research), Partner site Munich Heart Alliance, Munich, Germany
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany
| | - Evgeni Levin
- Department of Vascular Medicine, Amsterdam University Medical Centers, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
- HorAIzon BV, Delft, the Netherlands
| | - Erik S G Stroes
- Department of Vascular Medicine, Amsterdam University Medical Centers, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| |
Collapse
|
19
|
Lamy R, Farber-Katz S, Vives F, Ayanoglu G, Zhao T, Chen Y, Laotaweerungsawat S, Ma D, Phone A, Psaras C, Li NX, Sutradhar S, Carrington PE, Stewart JM. Comparative Analysis of Multiplex Platforms for Detecting Vitreous Biomarkers in Diabetic Retinopathy. Transl Vis Sci Technol 2020; 9:3. [PMID: 32953243 PMCID: PMC7476659 DOI: 10.1167/tvst.9.10.3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Accepted: 08/04/2020] [Indexed: 12/14/2022] Open
Abstract
Purpose To evaluate the feasibility of using the Proximity Extension Assay (PEA) platform to detect biomarkers in vitreous and to compare the findings with results obtained with an electrochemiluminescent (ECL) sandwich immunoassay. Methods Vitreous samples from patients with proliferative diabetic retinopathy (PDR) and non-diabetic controls were tested using two different proteomics platforms. Forty-one assays were completed with the ECL platform and 459 with the PEA platform. Spearman's rank correlation coefficient (rs) was used to determine the direction and strength of the relationship between protein levels detected by both platforms. Results Three hundred sixty-six PEA assays detected the tested protein in at least 25% of samples, and the difference in protein abundance between PDR and controls was statistically significant for 262 assays. Seventeen ECL assays yielded a detection rate ≥ 25%, and the difference in protein concentration between PDR and controls was statistically significant for 13 proteins. There was a subset of proteins that were detected by both platforms, and for those the Spearman's correlation coefficient was higher than 0.8. Conclusions PEA is suitable for the analysis of vitreous samples, showing a strong correlation with the ECL platform. The detection rate of PEA panels was higher than the panels tested with ECL. The levels of several proinflammatory and angiogenic cytokines were significantly higher in PDR vitreous compared to controls. Translational Relevance This study provides new information on the yields of small-volume assays that can detect proteins of interest in ocular specimens, and it identifies patterns of cytokine dysregulation in PDR.
Collapse
Affiliation(s)
- Ricardo Lamy
- Department of Ophthalmology, University of California, San Francisco, San Francisco, CA, USA.,Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA
| | | | | | | | - Tong Zhao
- Department of Ophthalmology, University of California, San Francisco, San Francisco, CA, USA.,Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA.,Department of Ophthalmology, China-Japan Friendship Hospital, Beijing, China
| | - Yi Chen
- Department of Ophthalmology, University of California, San Francisco, San Francisco, CA, USA.,Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA.,Shenzhen Key Laboratory of Ophthalmology, Shenzhen Eye Hospital, Jinan University, School of Optometry, Shenzhen University, Shenzhen, China
| | - Sawarin Laotaweerungsawat
- Department of Ophthalmology, University of California, San Francisco, San Francisco, CA, USA.,Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA.,Department of Ophthalmology, Charoenkrung Pracharak Hospital, Bangkok, Thailand
| | - Dahui Ma
- Department of Ophthalmology, University of California, San Francisco, San Francisco, CA, USA.,Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA.,Shenzhen Key Laboratory of Ophthalmology, Shenzhen Eye Hospital, Jinan University, School of Optometry, Shenzhen University, Shenzhen, China
| | - Audrey Phone
- Department of Ophthalmology, University of California, San Francisco, San Francisco, CA, USA
| | - Catherine Psaras
- Department of Ophthalmology, University of California, San Francisco, San Francisco, CA, USA.,Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA
| | | | | | | | - Jay M Stewart
- Department of Ophthalmology, University of California, San Francisco, San Francisco, CA, USA.,Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA
| |
Collapse
|
20
|
Targeted multiplex proteomics for prediction of all-cause mortality during long-term follow-up in outpatients with peripheral arterial disease. Atherosclerosis 2020; 311:143-149. [PMID: 32711845 DOI: 10.1016/j.atherosclerosis.2020.06.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 04/20/2020] [Accepted: 06/17/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND AND AIMS Patients with peripheral arterial disease (PAD) are at high risk for fatal events. We aimed to investigate the ability among several serum proteins to predict all-cause mortality in outpatients with PAD. METHODS Consecutive outpatients with carotid and/or lower extremity PAD were included in the discovery cohort (n = 436), and subjects with PAD from a population-based sample in the validation cohort (n = 129). Blood samples were analyzed for 81 proteins by a proximity extension assay. The proteins best predicting incident all-cause mortality were identified using L1-regularized Cox regression. The added value of the identified proteins to clinical risk markers was evaluated by Cox regression models and presented by the area under the receiver operator characteristics curves (AUC). RESULTS In the discovery cohort (mean age 70 years; 59% men), 195 died (4.8 events per 100 person-years) during a 10.3 years median follow-up. The clinical risk markers generated an AUC of 0.70 (95% confidence interval [95%CI] 0.65-0.76). The two serum protein biomarkers with best prediction of all-cause mortality were growth differentiation factor 15 and tumor necrosis factor-related apoptosis-inducing ligand receptor 2. Adding these proteins to the clinical risk markers significantly improved prediction (p < 0.001) and yielded an AUC of 0.76 (95%CI 0.71-0.80). A higher discriminatory performance was observed in the validation cohort (AUC 0.84; 95% CI 0.76-0.92). CONCLUSIONS In a large-sample targeted proteomics assay, we identified two proteins that improved risk prediction beyond the COPART risk score. The use of high-throughput proteomics assays may identify potential biomarkers for improved risk prediction in patients with PAD.
Collapse
|
21
|
Does the Use of the "Proseek ® Multiplex Oncology I Panel" on Peritoneal Fluid Allow a Better Insight in the Pathophysiology of Endometriosis, and in Particular Deep-Infiltrating Endometriosis? J Clin Med 2020; 9:jcm9062009. [PMID: 32604857 PMCID: PMC7355450 DOI: 10.3390/jcm9062009] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 06/21/2020] [Accepted: 06/22/2020] [Indexed: 02/06/2023] Open
Abstract
Endometriosis appears to share certain cancer-related processes, such as cell attachment, invasion, proliferation and neovascularization, some of which can also be found in other healthy tissues. In order to better understand the altered milieu of the peritoneal cavity, while acknowledging the reported similarities between endometriosis and neoplastic processes, we applied a multiplex oncology panel to search for specific biomarker signatures in the peritoneal fluid of women with endometriosis, women with deep-infiltrating endometriosis (DIE), as well as controls. In total, 84 patients were included in our study, 53 women with endometriosis and 31 controls. Ninety-two proteins were measured in prospectively collected peritoneal fluid (PF) samples, using the "Proseek® Multiplex Oncology I Panel". We first compared patients with endometriosis versus controls, and in a second step, DIE versus endometriosis patients without DIE. Out of the 92 analyzed proteins, few showed significant differences between the groups. In patients with endometriosis, ICOS ligand, Endothelial growth factor, E-selectin, Receptor tyrosine-protein kinase erbB-2, Interleukin-6 receptor alpha, Vascular endothelial growth factor receptor 2, Fms-related tyrosine kinase 3 ligand, C-X-C motif chemokine 10, Epididymal secretory protein E4 and Folate receptor-alpha were decreased, while Interleukin-6 and Interleukin-8 were increased compared to controls. Looking at patients with DIE, we found Chemokine ligand 19, Stem cell factor, Vascular endothelial growth factor D, Interleukin-6 receptor alpha and Melanoma inhibitory activity to be increased compared to endometriosis patients without DIE. We have shown a distinct regulation of the immune response, angiogenesis, cell proliferation, cell adhesion and inhibition of apoptosis in PF of patients with endometriosis compared to controls. The specific protein pattern in the PF of DIE patients provides new evidence that DIE represents a unique entity of extrauterine endometriosis with enhanced angiogenetic and pro-proliferative features.
Collapse
|
22
|
Song L, Sun J, Söderholm M, Melander O, Orho-Melander M, Nilsson J, Borné Y, Engström G. Association of TIM-1 (T-Cell Immunoglobulin and Mucin Domain 1) With Incidence of Stroke. Arterioscler Thromb Vasc Biol 2020; 40:1777-1786. [PMID: 32460577 DOI: 10.1161/atvbaha.120.314269] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE The aim of this study was to investigate if there is a causal relationship between circulating levels of TIM-1 (T-cell immunoglobulin and mucin domain 1) and incidence of stroke. Approach and Results: Plasma TIM-1 was analyzed in 4591 subjects (40% men; mean age, 57.5 years) attending the Malmö Diet and Cancer Study. Incidence of stroke was studied in relation to TIM-1 levels during a mean of 19.5 years follow-up. Genetic variants associated with TIM-1 (pQTLs [protein quantitative trait loci]) were examined, and a 2-sample Mendelian randomization analysis was performed to explore the role of TIM-1 in stroke using summary statistics from our pQTLs and the MEGASTROKE consortium. A total of 416 stroke events occurred during follow-up, of which 338 were ischemic strokes. After risk factor adjustment, TIM-1 was associated with increased incidence of all-cause stroke (hazards ratio for third versus first tertile, 1.44 [95% CI, 1.10-1.87]; P for trend, 0.004), and ischemic stroke (hazards ratio, 1.42 [95% CI, 1.06-1.90]; P for trend, 0.011). Nineteen independent lead SNPs, located in three genomic risk loci showed significant associations with TIM-1 (P<5×10-8). A 2-sample Mendelian Randomization analysis suggested a causal effect of TIM-1 on stroke (β=0.083, P=0.0004) and ischemic stroke (β=0.102, P=7.7×10-5). CONCLUSIONS Plasma level of TIM-1 is associated with incidence of stroke. The genetic analyses suggest that this could be a causal relationship.
Collapse
Affiliation(s)
- Lu Song
- From the Department of Neurology, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, China (L.S.)
| | - Jiangming Sun
- Department of Clinical Sciences, Lund University, Malmö, Sweden (J.S., M.S., O.M., M.O.-M., J.N., Y.B., G.E.)
| | - Martin Söderholm
- Department of Clinical Sciences, Lund University, Malmö, Sweden (J.S., M.S., O.M., M.O.-M., J.N., Y.B., G.E.).,Department of Neurology, Skåne University hospital, Malmö, Sweden (M.S.)
| | - Olle Melander
- Department of Clinical Sciences, Lund University, Malmö, Sweden (J.S., M.S., O.M., M.O.-M., J.N., Y.B., G.E.)
| | - Marju Orho-Melander
- Department of Clinical Sciences, Lund University, Malmö, Sweden (J.S., M.S., O.M., M.O.-M., J.N., Y.B., G.E.)
| | - Jan Nilsson
- Department of Clinical Sciences, Lund University, Malmö, Sweden (J.S., M.S., O.M., M.O.-M., J.N., Y.B., G.E.)
| | - Yan Borné
- Department of Clinical Sciences, Lund University, Malmö, Sweden (J.S., M.S., O.M., M.O.-M., J.N., Y.B., G.E.)
| | - Gunnar Engström
- Department of Clinical Sciences, Lund University, Malmö, Sweden (J.S., M.S., O.M., M.O.-M., J.N., Y.B., G.E.)
| |
Collapse
|
23
|
Agarwal A, Park S, Ha S, Kwon JS, Khan MR, Kang BG, Dawson TM, Dawson VL, Andrabi SA, Kang SU. Quantitative mass spectrometric analysis of the mouse cerebral cortex after ischemic stroke. PLoS One 2020; 15:e0231978. [PMID: 32315348 PMCID: PMC7173877 DOI: 10.1371/journal.pone.0231978] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 04/04/2020] [Indexed: 12/14/2022] Open
Abstract
Ischemic strokes result in the death of brain tissue and a wave of downstream effects, often leading to lifelong disabilities or death. However, the underlying mechanisms of ischemic damage and repair systems remain largely unknown. In order to better understand these mechanisms, TMT-isobaric mass tagging and mass spectrometry were conducted on brain cortex extracts from mice subjected to one hour of middle cerebral artery occlusion (MCAO) and after one hour of reperfusion. In total, 2,690 proteins were identified and quantified, out of which 65% of the top 5% of up- and down-regulated proteins were found to be significant (p < 0.05). Network-based gene ontology analysis was then utilized to cluster all identified proteins by protein functional groups and cellular roles. Although three different cellular functions were identified—organelle outer membrane proteins, cytosolic ribosome proteins, and spliceosome complex proteins—several functional domains were found to be common. Of these, organelle outer membrane proteins were downregulated whereas cytosolic ribosome and spliceosome complex proteins were upregulated, indicating that major molecular events post-stroke were translation-associated and subsequent signaling pathways (e.g., poly (ADP-ribose) (PAR) dependent cell death). By approaching stroke analyses via TMT-isobaric mass tagging, the work herein presents a grand scope of protein-based molecular mechanisms involved with ischemic stroke recovery.
Collapse
Affiliation(s)
- Ank Agarwal
- Neuroregeneration and Stem Cell Programs, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Seongje Park
- Department of Chemistry, University of Southern California, Los Angeles, California, United States of America
| | - Shinwon Ha
- Neuroregeneration and Stem Cell Programs, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Ji-Sun Kwon
- Neuroregeneration and Stem Cell Programs, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Mohammed Repon Khan
- Neuroregeneration and Stem Cell Programs, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Bong Gu Kang
- Neuroregeneration and Stem Cell Programs, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Ted M. Dawson
- Neuroregeneration and Stem Cell Programs, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Solomon H. Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Adrienne Helis Malvin Medical Research Foundation, New Orleans, Louisiana, United States of America
| | - Valina L. Dawson
- Neuroregeneration and Stem Cell Programs, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Solomon H. Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Adrienne Helis Malvin Medical Research Foundation, New Orleans, Louisiana, United States of America
- Department of Physiology, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Shaida A. Andrabi
- Department of Pharmacology and Toxicology, and Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
| | - Sung-Ung Kang
- Neuroregeneration and Stem Cell Programs, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- * E-mail:
| |
Collapse
|
24
|
Zheng F, Zhou YT, Zeng YF, Liu T, Yang ZY, Tang T, Luo JK, Wang Y. Proteomics Analysis of Brain Tissue in a Rat Model of Ischemic Stroke in the Acute Phase. Front Mol Neurosci 2020; 13:27. [PMID: 32174813 PMCID: PMC7057045 DOI: 10.3389/fnmol.2020.00027] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Accepted: 02/04/2020] [Indexed: 12/11/2022] Open
Abstract
Background: Stroke is a leading health issue, with high morbidity and mortality rates worldwide. Of all strokes, approximately 80% of cases are ischemic stroke (IS). However, the underlying mechanisms of the occurrence of acute IS remain poorly understood because of heterogeneous and multiple factors. More potential biomarkers are urgently needed to reveal the deeper pathogenesis of IS. Methods: We identified potential biomarkers in rat brain tissues of IS using an iTRAQ labeling approach coupled with LC-MS/MS. Furthermore, bioinformatrics analyses including GO, KEGG, DAVID, and Cytoscape were used to present proteomic profiles and to explore the disease mechanisms. Additionally, Western blotting for target proteins was conducted for further verification. Results: We identified 4,578 proteins using the iTRAQ-based proteomics method. Of these proteins, 282 differentiated proteins, comprising 73 upregulated and 209 downregulated proteins, were observed. Further bioinformatics analysis suggested that the candidate proteins were mainly involved in energy liberation, intracellular protein transport, and synaptic plasticity regulation during the acute period. KEGG pathway enrichment analysis indicated a series of representative pathological pathways, including energy metabolite, long-term potentiation (LTP), and neurodegenerative disease-related pathways. Moreover, Western blotting confirmed the associated candidate proteins, which refer to oxidative responses and synaptic plasticity. Conclusions: Our findings highlight the identification of candidate protein biomarkers and provide insight into the biological processes involved in acute IS.
Collapse
Affiliation(s)
- Fei Zheng
- College of Electrical and Information Engineering, Hunan University, Changsha, China
| | - Yan-Tao Zhou
- College of Electrical and Information Engineering, Hunan University, Changsha, China
| | - Yi-Fu Zeng
- College of Electrical and Information Engineering, Hunan University, Changsha, China
| | - Tao Liu
- Laboratory of Ethnopharmacology, Institute of Integrative Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Zhao-Yu Yang
- Laboratory of Ethnopharmacology, Institute of Integrative Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Tao Tang
- Laboratory of Ethnopharmacology, Institute of Integrative Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Jie-Kun Luo
- Laboratory of Ethnopharmacology, Institute of Integrative Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Yang Wang
- Laboratory of Ethnopharmacology, Institute of Integrative Medicine, Xiangya Hospital, Central South University, Changsha, China
| |
Collapse
|
25
|
Ludhiadch A, Vasudeva K, Munshi A. Establishing molecular signatures of stroke focusing on omic approaches: a narrative review. Int J Neurosci 2020; 130:1250-1266. [PMID: 32075476 DOI: 10.1080/00207454.2020.1732964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Stroke or 'brain attack' is considered to be the major cause of mortality and morbidity worldwide after myocardial infraction. Inspite of the years of research and clinical practice, the pathogenesis of stroke still remains incompletely understood. Omics approaches not only enable the description of a huge number of molecular platforms but also have a potential to recognize new factors associated with various complex disorders including stroke. The most significant development among all other omics technologies over the recent years has been seen by genomics which is a powerful tool for exploring the genetic architecture of stroke. Genomics has decisively established itself in stroke research and by now wealth of data has been generated providing new insights into the physiology and pathophysiology of stroke. However, the efficacy of genomic data is restricted to risk prediction only. Omics approaches not only enable the description of a huge number of molecular platforms but also have a potential to recognize new factors associated with various complex disorders including stroke. The data generated by omics technologies enables clinicians to provide detailed insight into the makeup of stroke in individual patients, which will further help in developing diagnostic procedures to direct therapies. Present review has been compiled with an aim to understand the potential of integrated omics approach to help in characterization of mechanisms leading to stroke, to predict the patient risk of getting stroke by analyzing signature biomarkers and to develop targeted therapeutic strategies.
Collapse
Affiliation(s)
- Abhilash Ludhiadch
- Department of Human Genetics and Molecular Medicine, Central University of Punjab, Bathinda, Punjab
| | - Kanika Vasudeva
- Department of Human Genetics and Molecular Medicine, Central University of Punjab, Bathinda, Punjab
| | - Anjana Munshi
- Department of Human Genetics and Molecular Medicine, Central University of Punjab, Bathinda, Punjab
| |
Collapse
|
26
|
Lind L, Gigante B, Borne Y, Mälarstig A, Sundström J, Ärnlöv J, Ingelsson E, Baldassarre D, Tremoli E, Veglia F, Hamsten A, Orho-Melander M, Nilsson J, Melander O, Engström G. The plasma protein profile and cardiovascular risk differ between intima-media thickness of the common carotid artery and the bulb: A meta-analysis and a longitudinal evaluation. Atherosclerosis 2020; 295:25-30. [PMID: 31981948 DOI: 10.1016/j.atherosclerosis.2020.01.011] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 12/17/2019] [Accepted: 01/15/2020] [Indexed: 01/08/2023]
Abstract
BACKGROUND AND AIMS Genetic loci associated with CHD show different relationships with intima-media thickness in the common carotid artery (IMT-CCA) and in the bulb (IMT-bulb). We evaluated if IMT-CCA and IMT-bulb differ also with respect to circulating protein profiles and risk of incident atherosclerotic disease. METHODS In three Swedish cohorts (MDC, IMPROVE, PIVUS, total n > 7000), IMT-CCA and IMT-bulb were assessed by ultrasound at baseline, and 86 cardiovascular-related proteins were analyzed. In the PIVUS study only, IMT-CCA and IMT-bulb were investigated in relation to incident atherosclerotic disease over 10 years of follow-up. RESULTS In a meta-analysis of the analysis performed separately in the cohorts, three proteins, matrix metalloproteinase-12 (MMP-12), hepatocyte growth factor (HGF) and N-terminal pro-B-type natriuretic peptide (NT-proBNP), were associated with IMT-CCA when adjusted for traditional cardiovascular risk factors. Five proteins were associated with IMT-bulb (MMP-12, growth/differentiation factor 15 (GDF-15), osteoprotegerin, growth hormone and renin). Following adjustment for cardiovascular risk factors, IMT-bulb was significantly more closely related to incident stroke or myocardial infarction (total number of cases, 111) than IMT-CCA in the PIVUS study (HR 1.51 for 1 SD, 95%CI 1.21-1.87, p < 0.001 vs HR 1.17, 95%CI 0.93-1.47, p = 0.16). MMP-12 levels were related to this combined end-point (HR 1.30, 95%CI 1.08-1.56, p = 0.0061). CONCLUSIONS Elevated levels of MMP-12 were associated with both IMT-CCA and IMT-bulb, but other proteins were significantly related to IMT in only one of these locations. The finding that IMT-bulb was more closely related to incident atherosclerotic disease than IMT-CCA emphasizes a difference between these measurements of IMT.
Collapse
Affiliation(s)
- Lars Lind
- Department of Medical Sciences, Uppsala University, Sweden.
| | - Bruna Gigante
- Bruna Gigante Unit of Cardiovascular Medicine, Dept of Medicine, Karolinska Institutet, Sweden
| | - Yan Borne
- Yan Borne Department of Clinical Sciences Malmö, Lund University, Sweden
| | - Anders Mälarstig
- Bruna Gigante Unit of Cardiovascular Medicine, Dept of Medicine, Karolinska Institutet, Sweden
| | - Johan Sundström
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden; The George Institute for Global Health, University of New South Wales, Sydney, Australia
| | - Johan Ärnlöv
- Division of Family Medicine and Primary Care, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Huddinge, Sweden; School of Health and Social Sciences, Dalarna University, Falun, Sweden
| | - Erik Ingelsson
- Department of Medicine, Division of Cardiovascular Medicine, Stanford Cardiovascular Institute, Stanford Diabetes Research Center, Stanford University, Stanford, CA, 94305, USA
| | - Damiano Baldassarre
- Department of Medical Biotechnology and Translational Medicine, Università di Milano, Milan, Italy; Centro Cardiologico Monzino, IRCCS, Milan, Italy.
| | | | | | - Anders Hamsten
- Bruna Gigante Unit of Cardiovascular Medicine, Dept of Medicine, Karolinska Institutet, Sweden
| | | | - Jan Nilsson
- Yan Borne Department of Clinical Sciences Malmö, Lund University, Sweden
| | - Olle Melander
- Yan Borne Department of Clinical Sciences Malmö, Lund University, Sweden
| | - Gunnar Engström
- Yan Borne Department of Clinical Sciences Malmö, Lund University, Sweden
| |
Collapse
|
27
|
Recruiting Control Participants into Stroke Biomarker Studies. Transl Stroke Res 2020; 11:861-870. [PMID: 31912324 DOI: 10.1007/s12975-020-00780-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Revised: 11/25/2019] [Accepted: 01/02/2020] [Indexed: 10/25/2022]
Abstract
The number of scientists using -omics technologies to investigate biomarkers with the potential to gauge risk and aid in the diagnosis, treatment, and prognosis of stroke continues to rise, yet there are few resources to aid investigators in recruiting control participants. In this review, we describe two major strategies to match control participants to a stroke cohort-propensity score matching and one-to-one matching-including statistical approaches to gauge the balance between groups. We then explore the advantages and disadvantages of traditional recruitment methods including approaching spouses of enrolled stroke participants, direct recruitment from clinics, community outreach events, approaching retirement communities, and buying samples from a 3rd party vendor. Newer methods to identify controls by screening the electronic health record and using an online screening questionnaire are also described. Finally, we cover compensation for control participants and special considerations. The hope is that this review will serve as a roadmap whereby an investigator can successfully tailor their control recruitment strategy to the research question at hand and the local research environment. While this review is focused on blood-based biomarker studies, the principles will apply to investigators studying a broad range of biological materials.
Collapse
|
28
|
Lind L, Figarska S, Sundström J, Fall T, Ärnlöv J, Ingelsson E. Changes in Proteomic Profiles are Related to Changes in BMI and Fat Distribution During 10 Years of Aging. Obesity (Silver Spring) 2020; 28:178-186. [PMID: 31804015 PMCID: PMC6986305 DOI: 10.1002/oby.22660] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Accepted: 09/04/2019] [Indexed: 12/13/2022]
Abstract
OBJECTIVE This study investigated how changes in 84 proteins over a 10-year period of aging were related to changes in measures of body fat and distribution over the same period. METHODS Cardiovascular candidate proteins were measured using the proximal extension assay technique, along with BMI and waist-hip ratio (WHR), at ages 70, 75, and 80 in 1,016 participants of the Prospective Investigation of the Vasculature in Uppsala Seniors (PIVUS) cohort. Associations of changes in plasma protein levels, BMI, and WHR over time were analyzed using linear mixed models. RESULTS Changes in 19 and 16 proteins were significantly associated with changes in BMI and WHR, respectively (P < 0.00059), over the investigated 10-year period. Leptin and fatty acid-binding protein 4 were among the proteins most strongly associated with changes in both BMI and WHR. Four of the proteins significantly tracked with change in BMI (P < 0.00059) but not WHR (P > 0.05): endothelial cell-specific molecule 1, pentraxin-related protein PTX3, ST2 protein (also known as interleukin-1 receptor-like 1), and spondin-1. Five proteins tracked with change in WHR (P < 0.00059) but not BMI (P > 0.05): caspase-8, cathepsin L1, oxidized low-density lipoprotein receptor 1, interleukin-6 receptor subunit alpha, and C-C motif chemokine 20. CONCLUSIONS This is the first large longitudinal study of how changes in plasma protein signatures are associated with changes in measures of body fat and distribution over 10 years of aging.
Collapse
Affiliation(s)
- Lars Lind
- Department of Medical Sciences, Cardiovascular Epidemiology, Uppsala University, Uppsala, Sweden
| | - Sylwia Figarska
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Stanford Cardiovascular Institute, Stanford, CA 94305, USA
- Stanford Diabetes Research Center, Stanford, CA 94305, USA
| | - Johan Sundström
- Department of Medical Sciences, Cardiovascular Epidemiology, Uppsala University, Uppsala, Sweden
- Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden
| | - Tove Fall
- Department of Medical Sciences, Molecular Epidemiology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Johan Ärnlöv
- Division of Family Medicine and Primary Care, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Huddinge, Sweden
- School of Health and Social Sciences, Dalarna University, Falun, Sweden
| | - Erik Ingelsson
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Stanford Cardiovascular Institute, Stanford, CA 94305, USA
- Stanford Diabetes Research Center, Stanford, CA 94305, USA
- Department of Medical Sciences, Molecular Epidemiology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| |
Collapse
|
29
|
Abstract
PURPOSE OF REVIEW To briefly summarize recently published evidence in the field of cardiovascular proteomics, focusing on its ability to improve cardiovascular risk stratification and critically discussing still open and burning issues and future perspectives of proteomics research. RECENT FINDINGS Several epidemiological studies have demonstrated an improvement in cardiovascular risk prediction beyond traditional risk factors by adding novel biomarkers, identified by both discovery and targeted proteomics. However, only a moderate improvement in risk discrimination over clinical variables was observed. Moreover, despite different outcomes there was also a strong overlap of identified candidates, with several of them being already well established cardiovascular risk markers such as growth differentiation factor 15, natriuretic peptides, C-reactive protein, interleukins, and metalloproteases. SUMMARY Although proteomics plays a crucial role in biomarker discovery, the modest discriminative ability of this technique raises the possibility that there are still hidden mechanisms in protein regulatory networks, which urgently need to be evaluated to improve a cardiovascular risk assessment to a clinically significant extent.
Collapse
Affiliation(s)
- Natalie Arnold
- Preventive Cardiology and Preventive Medicine, Centre for Cardiology, University Medical Centre of the Johannes Gutenberg-University Mainz
- DZHK (German Center for Cardiovascular Research), partner site Rhine-Main, Mainz
| | - Wolfgang Koenig
- Deutsches Herzzentrum München, Technische Universität München, München
- DZHK (German Centre for Cardiovascular Research), partner site Munich Heart, Alliance, Germany
- Institute of Epidemiology and Medical Biometry, University of Ulm, Ulm, Germany
| |
Collapse
|
30
|
Hsieh FI, Chiou HY, Hu CJ, Jeng JS, Lin HJ, Lee JT, Lien LM. Combined Effects of MMP-7, MMP-8 and MMP-26 on the Risk of Ischemic Stroke. J Clin Med 2019; 8:jcm8112011. [PMID: 31752174 PMCID: PMC6912324 DOI: 10.3390/jcm8112011] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2019] [Revised: 10/31/2019] [Accepted: 11/11/2019] [Indexed: 12/16/2022] Open
Abstract
Ischemic stroke (IS) is multifactorial causation combining with traditional cardiovascular disease (CVD) and genetic risk factors. Combined effects of MMP-7, MMP-8 and MMP-26 on the risk of IS remain incompletely understood. We aimed to assess individual and joint effects for IS risk by weighted genetic risk score (wGRS) from these three genes and traditional CVD risk factors. A case-control study including 500 cases with IS and 500 stroke-free healthy controls frequency-matched with cases by age and sex was conducted. The wGRS was a weighted average of the number of risk genotype across selected SNPs from MMP-7, MMP-8 and MMP-26. Multivariate logistic regression models were used to analyze the relationship between wGRS and risk of IS. A wGRS in the second tertile was associated with a 1.5-fold increased risk of IS compared with the lowest tertile after adjusting for traditional CVD risk factors. Compared to subjects with low genetic and low modifiable CVD risk, those with high genetic and high modifiable CVD risk had the highest risk of IS (adjusted-OR = 5.75). In conclusion, higher wGRS was significantly associated with an increased risk for IS. A significant interaction between genetic and traditional CVD risk factors was also found on the risk of IS.
Collapse
Affiliation(s)
- Fang-I Hsieh
- School of Public Health, College of Public Health, Taipei Medical University, Taipei 110, Taiwan; (F.-I.H.); (H.-Y.C.)
- Master Program for Clinical Pharmacogenomics and Pharmacoproteomics, College of Pharmacy, Taipei Medical University, Taipei 110, Taiwan
| | - Hung-Yi Chiou
- School of Public Health, College of Public Health, Taipei Medical University, Taipei 110, Taiwan; (F.-I.H.); (H.-Y.C.)
| | - Chaur-Jong Hu
- Department of Neurology, Shuang Ho Hospital, Taipei Medical University, New Taipei City 235, Taiwan;
| | - Jiann-Shing Jeng
- Stroke Center and Department of Neurology, National Taiwan University Hospital, Taipei 100, Taiwan;
| | - Huey-Juan Lin
- Department of Neurology, Chi-Mei Medical Center, Tainan 710, Taiwan;
| | - Jiunn-Tay Lee
- Department of Neurology, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan;
| | - Li-Ming Lien
- School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
- Department of Neurology, Shin Kong Wu Ho-Su Memorial Hospital, Taipei 111, Taiwan
- Correspondence:
| |
Collapse
|
31
|
Radaeva OA, Simbirtsev AS, Kostina JA. The change in the circadian rhythm of macrophage colony-stimulating factor content in the blood of patients with essential hypertension. Cytokine X 2019; 1:100010. [PMID: 33604550 PMCID: PMC7885881 DOI: 10.1016/j.cytox.2019.100010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Revised: 07/10/2019] [Accepted: 07/11/2019] [Indexed: 11/17/2022] Open
Abstract
The purpose of this research is to study the characteristics of the change in the circadian rhythm of macrophage colony-stimulating factor (M-CSF) content in the peripheral blood serum of patients with stage II essential hypertension (EH) based on 5 time points (8:00, 14:00, 20:00, 2:00, and 8:00) and analyze its connection with the frequency of cardiovascular events. Materials and methods Identified levels of M-CSF in the peripheral blood serum of 60 patients with stage II EH, before and after 1 year of antihypertensive therapy using enzyme-linked immunoassays (at 8:00, 14:00, 20:00, 2:00, and 8:00). Results The research demonstrated that stage II EH patients with a medical case history lasting 10-14 years have a greater content of M-CSF in their peripheral blood serum (p > 0.001). Before the start of antihypertensive therapy, they also have an increased variability in the circadian rhythm of M-CSF content in the bloodstream (when compared with healthy individuals) due to an increase at 20:00, decrease at 2:00 and recovery at 8:00. In 70% of those patients taking antihypertensive medication and have reached their target arterial blood pressure, the cytokine decrease stabilizes at 2:00 but the increase at 20:00 remains unchanged. Thirty percent of patients retained the rhythm characteristics of M-CSF content in the blood serum typical of patients before the start of therapy. This is a predictor of an increase in the five-year risk of developing cardiovascular complications, particularly myocardial infarction and acute cerebrovascular accident, in individuals with a comparable risk of cardiovascular complications or death on the Framingham risk score.
Collapse
Affiliation(s)
- O A Radaeva
- National Research Mordovia State University, Institute of Medicine, Saransk, Russia
| | - A S Simbirtsev
- State Research Institute of Highly Pure Biopreparations, St. Petersburg, Russia
| | - J A Kostina
- National Research Mordovia State University, Institute of Medicine, Saransk, Russia
| |
Collapse
|
32
|
Montaner J, Ramiro L, Simats A, Hernández-Guillamon M, Delgado P, Bustamante A, Rosell A. Matrix metalloproteinases and ADAMs in stroke. Cell Mol Life Sci 2019; 76:3117-3140. [PMID: 31165904 PMCID: PMC11105215 DOI: 10.1007/s00018-019-03175-5] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 05/22/2019] [Accepted: 05/29/2019] [Indexed: 12/27/2022]
Abstract
Stroke is a leading cause of death and disability worldwide. However, after years of in-depth research, the pathophysiology of stroke is still not fully understood. Increasing evidence shows that matrix metalloproteinases (MMPs) and "a disintegrin and metalloproteinase" (ADAMs) participate in the neuro-inflammatory cascade that is triggered during stroke but also in recovery phases of the disease. This review covers the involvement of these proteins in brain injury following cerebral ischemia which has been widely studied in recent years, with efforts to modulate this group of proteins in neuroprotective therapies, together with their implication in neurorepair mechanisms. Moreover, the review also discusses the role of these proteins in specific forms of neurovascular disease, such as small vessel diseases and intracerebral hemorrhage. Finally, the potential use of MMPs and ADAMs as guiding biomarkers of brain injury and repair for decision-making in cases of stroke is also discussed.
Collapse
Affiliation(s)
- Joan Montaner
- Neurovascular Research Laboratory, Vall d'Hebron Institute of Research, Universitat Autònoma de Barcelona, Passeig de la Vall d'Hebron, 119-129, 08035, Barcelona, Spain.
| | - Laura Ramiro
- Neurovascular Research Laboratory, Vall d'Hebron Institute of Research, Universitat Autònoma de Barcelona, Passeig de la Vall d'Hebron, 119-129, 08035, Barcelona, Spain
| | - Alba Simats
- Neurovascular Research Laboratory, Vall d'Hebron Institute of Research, Universitat Autònoma de Barcelona, Passeig de la Vall d'Hebron, 119-129, 08035, Barcelona, Spain
| | - Mar Hernández-Guillamon
- Neurovascular Research Laboratory, Vall d'Hebron Institute of Research, Universitat Autònoma de Barcelona, Passeig de la Vall d'Hebron, 119-129, 08035, Barcelona, Spain
| | - Pilar Delgado
- Neurovascular Research Laboratory, Vall d'Hebron Institute of Research, Universitat Autònoma de Barcelona, Passeig de la Vall d'Hebron, 119-129, 08035, Barcelona, Spain
| | - Alejandro Bustamante
- Neurovascular Research Laboratory, Vall d'Hebron Institute of Research, Universitat Autònoma de Barcelona, Passeig de la Vall d'Hebron, 119-129, 08035, Barcelona, Spain
| | - Anna Rosell
- Neurovascular Research Laboratory, Vall d'Hebron Institute of Research, Universitat Autònoma de Barcelona, Passeig de la Vall d'Hebron, 119-129, 08035, Barcelona, Spain
| |
Collapse
|
33
|
Fitzgerald S, Mereuta OM, Doyle KM, Dai D, Kadirvel R, Kallmes DF, Brinjikji W. Correlation of imaging and histopathology of thrombi in acute ischemic stroke with etiology and outcome. J Neurosurg Sci 2019; 63:292-300. [PMID: 30514073 PMCID: PMC8693286 DOI: 10.23736/s0390-5616.18.04629-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Mechanical thrombectomy has become the stand of care for patients with large vessel occlusions, yet major improvements in thrombectomy speed, efficacy, and completeness can still be achieved. High rates of clot fragmentation and failure to remove the clot resulting in poor neurological outcomes suggest that in order to further advance the field of stroke intervention we must turn our attention towards understanding the science of clot. Accurately identifying the composition of the occlusive clot prior to intervention could significantly influence the success of the revascularization strategy used to treat them. Numerous features of thromboemboli could be studied and characterized, including quantitative histomorphometry and diagnostic imaging characteristics. Each of these features might logically predict superior thrombectomy outcomes with one device or another. This article aims to review the current literature on histopathological composition of acute ischemic stroke clots, with a particular focus on the correlation between clot composition and diagnostic imaging, stroke etiology and revascularization outcomes.
Collapse
Affiliation(s)
- Seán Fitzgerald
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
- CÚRAM-Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Oana M Mereuta
- CÚRAM-Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Karen M Doyle
- CÚRAM-Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
| | - Daying Dai
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | - David F Kallmes
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
- Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Waleed Brinjikji
- Department of Radiology, Mayo Clinic, Rochester, MN, USA -
- Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| |
Collapse
|
34
|
Lind L, Sundström J, Larsson A, Lampa E, Ärnlöv J, Ingelsson E. Longitudinal effects of aging on plasma proteins levels in older adults - associations with kidney function and hemoglobin levels. PLoS One 2019; 14:e0212060. [PMID: 30802263 PMCID: PMC6388926 DOI: 10.1371/journal.pone.0212060] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Accepted: 01/26/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND A targeted proteomics chip has been shown to be useful to discover novel associations of proteins with cardiovascular disease. We investigated how these proteins change with aging, and whether this change is related to a decline in kidney function, or to a change in hemoglobin levels. MATERIAL AND METHODS In the Prospective Investigation of the Vasculature in Uppsala Seniors (PIVUS) study, including 1,016 participants from the general population aged 70 at baseline, 84 proteins were measured at ages 70, 75, 80. At these occasions, glomerular filtration rate (eGFR) was estimated and the hemoglobin levels were measured. RESULTS Sixty-one of the 84 evaluated proteins changed significantly during the 10-year follow-up (multiple testing-adjusted alpha = 0.00059), most showing an increase. The change in eGFR was inversely related to changes of protein levels for the vast majority of proteins (74%). The change in hemoglobin was significantly related to the change in 40% of the evaluated proteins, with no obvious preference of the direction of these relationships. CONCLUSION The majority of evaluated proteins increased with aging in adults. Therefore, normal ranges for proteins might be given in age-strata. The increase in protein levels was associated with the degree of reduction in eGFR for the majority of proteins, while no clear pattern was seen for the relationships between the proteins and the change in hemoglobin levels. Studies on changes in urinary proteins are warranted to understand the association between the reduction in eGFR and increase in plasma protein levels.
Collapse
Affiliation(s)
- Lars Lind
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
- * E-mail:
| | - Johan Sundström
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
- Uppsala Clinical Research Center, Uppsala, Sweden
| | - Anders Larsson
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Erik Lampa
- Uppsala Clinical Research Center, Uppsala, Sweden
| | - Johan Ärnlöv
- School of Health and Social Studies, Dalarna University, Falun, Sweden
- Division of Family Medicine, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Huddinge, Sweden
| | - Erik Ingelsson
- Department of Medical Sciences, Molecular Epidemiology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, United States of America
- Stanford Cardiovascular Institute, Stanford University, Stanford, CA, United States of America
- Stanford Diabetes Research Center, Stanford University, Stanford, CA, United States of America
| |
Collapse
|
35
|
Fischer J, Schönauer R, Els‐Heindl S, Bierer D, Koebberling J, Riedl B, Beck‐Sickinger AG. Adrenomedullin disulfide bond mimetics uncover structural requirements for AM1receptor activation. J Pept Sci 2019; 25:e3147. [DOI: 10.1002/psc.3147] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Revised: 12/22/2018] [Accepted: 12/23/2018] [Indexed: 12/12/2022]
Affiliation(s)
- Jan‐Patrick Fischer
- Institut für Biochemie, Fakultät für Lebenswissenschaften, Universität Leipzig Leipzig Germany
| | - Ria Schönauer
- Institut für Biochemie, Fakultät für Lebenswissenschaften, Universität Leipzig Leipzig Germany
| | - Sylvia Els‐Heindl
- Institut für Biochemie, Fakultät für Lebenswissenschaften, Universität Leipzig Leipzig Germany
| | | | | | - Bernd Riedl
- Bayer AG, Aprather Weg 18A Wuppertal Germany
| | | |
Collapse
|
36
|
Martínez PJ, Baldán-Martín M, López JA, Martín-Lorenzo M, Santiago-Hernández A, Agudiez M, Cabrera M, Calvo E, Vázquez J, Ruiz-Hurtado G, Vivanco F, Ruilope LM, Barderas MG, Alvarez-Llamas G. Identification of six cardiovascular risk biomarkers in the young population: A promising tool for early prevention. Atherosclerosis 2019; 282:67-74. [PMID: 30690299 DOI: 10.1016/j.atherosclerosis.2019.01.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Revised: 12/26/2018] [Accepted: 01/10/2019] [Indexed: 12/18/2022]
Abstract
BACKGROUND AND AIMS The predictive value of traditional CV risk calculators is limited. Novel indicators of CVD progression are needed particularly in the young population. The main aim of this study was the identification of a molecular profile with added value to classical CV risk estimation. METHODS Eighty-one subjects (30-50 years) were classified in 3 groups according to their CV risk: healthy subjects; individuals with CV risk factors; and those who had suffered a previous CV event. The urine proteome was quantitatively analyzed and significantly altered proteins were identified between patients' groups, either related to CV risk or established organ damage. Target-MS and ELISA were used for confirmation in independent patients' cohorts. Systems Biology Analysis (SBA) was carried out to identify functional categories behind CVD. RESULTS 4309 proteins were identified, 75 of them differentially expressed. ADX, ECP, FETUB, GDF15, GUAD and NOTCH1 compose a fingerprint positively correlating with lifetime risk estimate (LTR QRISK). Best performance ROC curve was obtained when ECP, GDF15 and GUAD were combined (AUC = 0.96). SBA revealed oxidative stress response, dilated cardiomyopathy, signaling by Wnt and proteasome, as main functional processes related to CV risk. CONCLUSIONS A novel urinary protein signature is shown, which correlates with CV risk estimation in young individuals. Pending further confirmation, this six-protein-panel could help in CV risk assessment.
Collapse
Affiliation(s)
- Paula J Martínez
- Immunoallergy and Proteomics Laboratory, Department of Immunology, IIS-Fundación Jiménez Díaz, UAM, Madrid, Spain
| | | | - Juan A López
- Laboratory of Cardiovascular Proteomics CNIC, Madrid, Spain
| | - Marta Martín-Lorenzo
- Immunoallergy and Proteomics Laboratory, Department of Immunology, IIS-Fundación Jiménez Díaz, UAM, Madrid, Spain
| | - Aránzazu Santiago-Hernández
- Immunoallergy and Proteomics Laboratory, Department of Immunology, IIS-Fundación Jiménez Díaz, UAM, Madrid, Spain
| | - Marta Agudiez
- Immunoallergy and Proteomics Laboratory, Department of Immunology, IIS-Fundación Jiménez Díaz, UAM, Madrid, Spain
| | | | | | - Jesús Vázquez
- Laboratory of Cardiovascular Proteomics CNIC, Madrid, Spain
| | - Gema Ruiz-Hurtado
- Cardiorenal Translational Laboratory, Instituto de Investigación I+12, Hospital Universitario 12 de Octubre/CIBER-CV, Madrid, Spain
| | - Fernando Vivanco
- Department of Biochemistry and Molecular Biology, I Universidad Complutense, Madrid, Spain
| | - Luis M Ruilope
- Cardiorenal Translational Laboratory, Instituto de Investigación I+12, Hospital Universitario 12 de Octubre/CIBER-CV, Madrid, Spain; Hypertension Unit, Hospital Universitario 12 de Octubre, Madrid, Spain; School of Doctoral Studies and Research, Universidad Europea de Madrid, Madrid, Spain.
| | - María G Barderas
- Department of Vascular Physiopathology, Hospital Nacional de Parapléjicos SESCAM, Toledo, Spain
| | - Gloria Alvarez-Llamas
- Immunoallergy and Proteomics Laboratory, Department of Immunology, IIS-Fundación Jiménez Díaz, UAM, Madrid, Spain; REDINREN, Madrid, Spain.
| |
Collapse
|
37
|
Abstract
The first population-based cohort study in Uppsala with the aim to study cardiovascular disease was initiated in 1970 (ULSAM). This cohort of 2300 middle-aged men has since then been followed in a longitudinal fashion for almost 50 years. This study has been followed by the PIVUS study, investigating 1000 men and women at ages 70, 75, and 80. A very detailed examination has also been performed in 500 subjects aged 50 years, the POEM study. In recent years, a high-throughput study conducted in 13000 subjects has also been performed, named EpiHealth. Uppsala also collects data in 5,000 subjects in the nationwide SCAPIS study. Taken together, these cardiovascular-oriented studies constitute a very rich source for cardiovascular epidemiological research in Uppsala. This review summarizes the design of these studies and highlights some of the important results published based on data from these studies.
Collapse
Affiliation(s)
- Lars Lind
- Department of Medical Sciences, Uppsala University, Sweden
- CONTACT Lars Lind E-mail: Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| |
Collapse
|
38
|
Zhao HM, Qin WQ, Wang PJ, Wen ZM. Eosinopenia is a predictive factor for the severity of acute ischemic stroke. Neural Regen Res 2019; 14:1772-1779. [PMID: 31169195 PMCID: PMC6585555 DOI: 10.4103/1673-5374.258411] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Previous data have revealed an association between eosinopenia and mortality of acute ischemic stroke. However, the relationship of eosinopenia with infarct volume, infection rate, and poor outcome of acute ischemic stroke is still unknown. The retrospective study included 421 patients (273 males, 65%; mean age, 68.0 ± 13.0 years) with first acute ischemic stroke who were hospitalized in the Second Affiliated Hospital of Soochow University, China, from January 2017 to February 2018. Laboratory data, neuroimaging results, and modified Rankin Scale scores were collected. Patients were divided into four groups according to their eosinophil percentage level (< 0.4%, 0.4–1.1%, 1.1–2.3%, ≥ 2.3%). Spearman’s correlation analysis showed that the percentage of eosinophils was negatively correlated with infarct volume (rs = −0.514, P < 0.001). Receiver operating characteristic analysis demonstrated that eosinopenia predicted a large infarct volume more accurately than neutrophilia; the area under curve was 0.906 and 0.876, respectively; a large infarct was considered as that with a diameter larger than 3 cm and involving more than two major arterial blood supply areas. Logistic regression analysis revealed that eosinophil percentage was an independent risk factor for acute ischemic stroke (P = 0.002). Moreover, eosinophil percentage was significantly associated with large infarct volume, high infection rate (pulmonary and urinary tract infections), and poor outcome (modified Rankin Scale score > 3) after adjusting for potential confounding factors (P-trend < 0.001). These findings suggest that eosinopenia has the potential to predict the severity of acute ischemic stroke. This study was approved by the Ethics Committee of the Second Affiliated Hospital of Soochow University, China (approval number: K10) on November 10, 2015.
Collapse
Affiliation(s)
- Hui-Min Zhao
- Department of Neurology, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Wen-Qian Qin
- Department of Neurology, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Pei-Ji Wang
- Department of Orthopedics, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Zhong-Min Wen
- Department of Neurology, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| |
Collapse
|
39
|
Kulasingam A, Hvas AM, Grove EL, Funck KL, Kristensen SD. Detection of biomarkers using a novel proximity extension assay in patients with ST-elevation myocardial infarction. Thromb Res 2018; 172:21-28. [DOI: 10.1016/j.thromres.2018.10.011] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 10/03/2018] [Accepted: 10/11/2018] [Indexed: 11/15/2022]
|
40
|
Abstract
OBJECTIVE As endothelial dysfunction is an early event in atherosclerosis formation, we investigated if proteins previously related to cardiovascular disease also were related to endothelial function using a novel targeted proteomics approach. METHODS In the Prospective Investigation of the Vasculature in Uppsala Seniors (PIVUS) study (n = 850-970, all aged 70 years), endothelium-dependent vasodilation (EDV) in the forearm was assessed by intra-arterial infusion of acetylcholine. Flow-mediated vasodilation (FMD) was investigated in the brachial artery by ultrasound. The same investigations were carried out in the Prospective investigation of Obesity, Energy and Metabolism (POEM) study (n = 375-461, all aged 50 years). After strict quality control, 84 cardiovascular-related proteins measured by the proximity extension assay were studied in relation to EDV and FMD in PIVUS (discovery sample) and POEM (validation sample). RESULTS Of the 15 proteins being significantly related to EDV in PIVUS (false discovery rate <0.025), seven could be replicated in POEM at nominal significance and same effect direction when adjusted for sex and storage time. Of those, only cathepsin D remained significant following further adjustment for traditional cardiovascular risk factors (beta, -0.08; 95% confidence interval, -0.16, -0.01; P = 0.033; change in ln-transformed EDV per 1-SD increase in protein level). No protein was significantly related to FMD. CONCLUSION Using a discovery/validation approach in two samples, our results indicate an inverse association between plasma cathepsin D levels and endothelial-dependent vasodilation.
Collapse
|
41
|
Berntsson J, Smith JG, Johnson LSB, Söderholm M, Borné Y, Melander O, Orho-Melander M, Nilsson J, Engström G. Increased vascular endothelial growth factor D is associated with atrial fibrillation and ischaemic stroke. Heart 2018; 105:553-558. [PMID: 30327392 DOI: 10.1136/heartjnl-2018-313684] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2018] [Revised: 08/31/2018] [Accepted: 09/19/2018] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVE Vascular endothelial growth factor D (VEGF-D) has important functions in lymphangiogenesis and angiogenesis. High plasma levels of VEGF-D have been associated with incidence of heart failure. The association of VEGF-D with atrial fibrillation (AF) and stroke is unclear and we hypothesised that VEGF-D could also be associated with incidence of AF and ischaemic stroke. METHODS VEGF-D was measured in fasting blood samples of 4689 subjects (40% men) without a history of AF from the Malmö Diet and Cancer Study, a prospective, population-based study in Sweden. Median age was 58 years (range 46-68). Cox regression analyses, adjusted for multiple risk factors, was used to assess AF and ischaemic stroke risk in relation to VEGF-D levels. RESULTS During a median follow-up time of 20.6 years, there were 637 cases of incident AF and 322 cases of first ischaemic stroke. After adjustment, VEGF-D was significantly associated with AF (HR 1.13(95% CI 1.04 to 1.23) per 1 SD increase) and ischaemic stroke (HR 1.14(95% CI 1.02 to 1.28) per 1 SD). The association with ischaemic stroke was explained by an increased incidence of AF-related stroke. HRs per 1 SD were 1.34 (95% CI 1.04 to 1.71) for AF-related ischaemic stroke and 1.04 (95% CI 0.90 to 1.19) for ischaemic stroke without AF. CONCLUSIONS Increased VEGF-D concentrations were associated with AF and ischaemic stroke. The relationship with ischaemic stroke was more pronounced in subjects with a diagnosis of AF.
Collapse
Affiliation(s)
- John Berntsson
- Department of Clinical Sciences, Lund University, Skåne University Hospital, Malmö, Sweden
| | - J Gustav Smith
- Department of Cardiology, Clinical Sciences, Lund University, Lund, Sweden.,Department of Heart Failure and Valvular Disease, Skåne University Hospital, Lund, Sweden.,Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Linda S B Johnson
- Department of Clinical Sciences, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Martin Söderholm
- Department of Clinical Sciences, Lund University, Skåne University Hospital, Malmö, Sweden.,Department of Neurology and Rehabilitation Medicine, Skåne University Hospital, Malmö, Sweden
| | - Yan Borné
- Department of Clinical Sciences, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Olle Melander
- Department of Clinical Sciences, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Marju Orho-Melander
- Department of Clinical Sciences, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Jan Nilsson
- Department of Clinical Sciences, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Gunnar Engström
- Department of Clinical Sciences, Lund University, Skåne University Hospital, Malmö, Sweden
| |
Collapse
|
42
|
Muhammad IF, Borné Y, Melander O, Orho-Melander M, Nilsson J, Söderholm M, Engström G. FADD (Fas-Associated Protein With Death Domain), Caspase-3, and Caspase-8 and Incidence of Ischemic Stroke. Stroke 2018; 49:2224-2226. [DOI: 10.1161/strokeaha.118.022063] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Iram Faqir Muhammad
- From the Department of Clinical Sciences, Lund University, Malmö, Sweden (I.F.M., Y.B., O.M., M.O.-M., J.N., M.S., G.E.)
| | - Yan Borné
- From the Department of Clinical Sciences, Lund University, Malmö, Sweden (I.F.M., Y.B., O.M., M.O.-M., J.N., M.S., G.E.)
| | - Olle Melander
- From the Department of Clinical Sciences, Lund University, Malmö, Sweden (I.F.M., Y.B., O.M., M.O.-M., J.N., M.S., G.E.)
- Skåne University Hospital, Malmö, Sweden (O.M., J.N., M.S.)
| | - Marju Orho-Melander
- From the Department of Clinical Sciences, Lund University, Malmö, Sweden (I.F.M., Y.B., O.M., M.O.-M., J.N., M.S., G.E.)
| | - Jan Nilsson
- From the Department of Clinical Sciences, Lund University, Malmö, Sweden (I.F.M., Y.B., O.M., M.O.-M., J.N., M.S., G.E.)
- Skåne University Hospital, Malmö, Sweden (O.M., J.N., M.S.)
| | - Martin Söderholm
- From the Department of Clinical Sciences, Lund University, Malmö, Sweden (I.F.M., Y.B., O.M., M.O.-M., J.N., M.S., G.E.)
- Skåne University Hospital, Malmö, Sweden (O.M., J.N., M.S.)
| | - Gunnar Engström
- From the Department of Clinical Sciences, Lund University, Malmö, Sweden (I.F.M., Y.B., O.M., M.O.-M., J.N., M.S., G.E.)
| |
Collapse
|
43
|
Lin X, Liu T, Li P, He Z, Zhong Y, Cui H, Luo J, Wang Y, Tang T. iTRAQ-Based Proteomics Analysis Reveals the Effect of Rhubarb in Rats with Ischemic Stroke. BIOMED RESEARCH INTERNATIONAL 2018; 2018:6920213. [PMID: 30112417 PMCID: PMC6077657 DOI: 10.1155/2018/6920213] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 06/05/2018] [Accepted: 06/14/2018] [Indexed: 12/23/2022]
Abstract
Background. Rhubarb, a traditional Chinese medicine, promotes viscera and remove blood stasis. Rhubarb is skilled in smoothening meridians, improving blood circulation which exhibits better efficacy on cerebral ischemic stroke. In this study, we aimed to analyze the underlying mechanisms of rhubarb which treated rats of middle cerebral artery occlusion (MCAO) model according to an iTRAQ-based proteomics and bioinformatics analysis. 30 rats were randomly allocated into three groups including sham group (SG), model group (MG), and rhubarb group (RG). Rhubarb group was given a gavage of rhubarb decoction at dose of 3 g/kg and the remaining groups were prepared with normal saline by gavage. Rats from MG and RG were induced into MCAO model. The effects of rhubarb were estimated by Modified Neurological Severity Score (mNSS) and cerebral infarct volume. The brain tissues were measured via the quantitative proteomic approach of iTRAQ coupled to liquid chromatography-tandem mass spectrometry (LC-MS/MS). Furthermore, the bioinformatics analysis of overlapping differentially expression proteins (DEPs) was conducted by DAVID, KEGG, and Cytoscape. Specific selective DEPs were validated by Western blotting. Rats treated with rhubarb after MCAO showed a significant reduction on mNSS and cerebral infarct volume compared with MG. In MG versus SG and RG versus MG, we identified a total of 4578 proteins, of which 287 were DEPs. There were 76 overlapping DEPs between MG versus SG and RG versus MG. Through bioinformatics analysis, 14 associated pathways were searched including cGMP-PKG signaling pathway, tuberculosis, synaptic vesicle cycle, amyotrophic lateral sclerosis, long-term potentiation, and so on. 76 overlapping DEPs mainly involved synaptic vesicle cycling biological processes based on GO annotation. Further, the selective overlapping DEPs were verified at the protein level by using Western blotting. Our present study reveals that rhubarb highlights promising neuroprotective effect. Rhubarb exerts novel therapeutic action via modulating multiple proteins, targets, and pathways.
Collapse
Affiliation(s)
- Xiangping Lin
- Laboratory of Ethnopharmacology, Institute of Integrated Traditional Chinese and Western Medicine, Xiangya Hospital, Central South University, 410008 Changsha, China
| | - Tao Liu
- Laboratory of Ethnopharmacology, Institute of Integrated Traditional Chinese and Western Medicine, Xiangya Hospital, Central South University, 410008 Changsha, China
- Department of Gerontology, Traditional Chinese Medicine Hospital Affiliated to Xinjiang Medical University, 830000 Urumqi, China
| | - Pengfei Li
- Laboratory of Ethnopharmacology, Institute of Integrated Traditional Chinese and Western Medicine, Xiangya Hospital, Central South University, 410008 Changsha, China
| | - Zehui He
- Laboratory of Ethnopharmacology, Institute of Integrated Traditional Chinese and Western Medicine, Xiangya Hospital, Central South University, 410008 Changsha, China
| | - Yuanyuan Zhong
- Laboratory of Ethnopharmacology, Institute of Integrated Traditional Chinese and Western Medicine, Xiangya Hospital, Central South University, 410008 Changsha, China
| | - Hanjin Cui
- Laboratory of Ethnopharmacology, Institute of Integrated Traditional Chinese and Western Medicine, Xiangya Hospital, Central South University, 410008 Changsha, China
| | - Jiekun Luo
- Laboratory of Ethnopharmacology, Institute of Integrated Traditional Chinese and Western Medicine, Xiangya Hospital, Central South University, 410008 Changsha, China
| | - Yang Wang
- Laboratory of Ethnopharmacology, Institute of Integrated Traditional Chinese and Western Medicine, Xiangya Hospital, Central South University, 410008 Changsha, China
| | - Tao Tang
- Laboratory of Ethnopharmacology, Institute of Integrated Traditional Chinese and Western Medicine, Xiangya Hospital, Central South University, 410008 Changsha, China
| |
Collapse
|
44
|
Blood CSF1 and CXCL12 as Causal Mediators of Coronary Artery Disease. J Am Coll Cardiol 2018; 72:300-310. [DOI: 10.1016/j.jacc.2018.04.067] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2018] [Revised: 03/26/2018] [Accepted: 04/16/2018] [Indexed: 11/21/2022]
|
45
|
Bernhardt J, Zorowitz RD, Becker KJ, Keller E, Saposnik G, Strbian D, Dichgans M, Woo D, Reeves M, Thrift A, Kidwell CS, Olivot JM, Goyal M, Pierot L, Bennett DA, Howard G, Ford GA, Goldstein LB, Planas AM, Yenari MA, Greenberg SM, Pantoni L, Amin-Hanjani S, Tymianski M. Advances in Stroke 2017. Stroke 2018; 49:e174-e199. [DOI: 10.1161/strokeaha.118.021380] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Revised: 03/02/2018] [Accepted: 03/12/2018] [Indexed: 12/11/2022]
Affiliation(s)
- Julie Bernhardt
- From the Florey Institute of Neuroscience and Mental Health, University of Melbourne, Australia (J.B.)
| | - Richard D. Zorowitz
- MedStar National Rehabilitation Network and Department of Rehabilitation Medicine, Georgetown University School of Medicine, Washington, DC (R.D.Z.)
| | - Kyra J. Becker
- Department of Neurology, University of Washington, Seattle (K.J.B.)
| | - Emanuela Keller
- Division of Internal Medicine, University Hospital of Zurich, Switzerland (E.K.)
| | | | - Daniel Strbian
- Department of Neurology, Helsinki University Central Hospital, Finland (D.S.)
| | - Martin Dichgans
- Institute for Stroke and Dementia Research, Klinikum der Universität München, Ludwig-Maximilians-Universität LMU, Germany (M.D.)
- Munich Cluster for Systems Neurology (SyNergy), Germany (M.D.)
| | - Daniel Woo
- Department of Neurology, University of Cincinnati College of Medicine, OH (D.W.)
| | - Mathew Reeves
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing (M.R.)
| | - Amanda Thrift
- Department of Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia (A.T.)
| | - Chelsea S. Kidwell
- Departments of Neurology and Medical Imaging, University of Arizona, Tucson (C.S.K.)
| | - Jean Marc Olivot
- Acute Stroke Unit, Toulouse Neuroimaging Center and Clinical Investigation Center, Toulouse University Hospital, France (J.M.O.)
| | - Mayank Goyal
- Department of Diagnostic and Interventional Neuroradiology, University of Calgary, AB, Canada (M.G.)
| | - Laurent Pierot
- Department of Neuroradiology, Hôpital Maison Blanche, CHU Reims, Reims Champagne-Ardenne University, France (L.P.)
| | - Derrick A. Bennett
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, United Kingdom (D.A.B.)
| | - George Howard
- Department of Biostatistics, Ryals School of Public Health, University of Alabama at Birmingham (G.H.)
| | - Gary A. Ford
- Oxford Academic Health Science Network, United Kingdom (G.A.F.)
| | | | - Anna M. Planas
- Department of Brain Ischemia and Neurodegeneration, Institute for Biomedical Research of Barcelona (IIBB), Consejo Superior de Investigaciones CIentíficas (CSIC), Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain (A.M.P.)
| | - Midori A. Yenari
- Department of Neurology, University of California, San Francisco (M.A.Y.)
- San Francisco Veterans Affairs Medical Center, CA (M.A.Y.)
| | - Steven M. Greenberg
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston (S.M.G.)
| | - Leonardo Pantoni
- ‘L. Sacco’ Department of Biomedical and Clinical Sciences, University of Milan, Italy (L.P.)
| | | | - Michael Tymianski
- Departments of Surgery and Physiology, University of Toronto, ON, Canada (M.T.)
- Department of Surgery, University Health Network (Neurosurgery), Toronto, ON, Canada (M.T.)
- Krembil Research Institute, Toronto Western Hospital, ON, Canada (M.T.)
| |
Collapse
|
46
|
Muñoz R, Santamaría E, Rubio I, Ausín K, Ostolaza A, Labarga A, Roldán M, Zandio B, Mayor S, Bermejo R, Mendigaña M, Herrera M, Aymerich N, Olier J, Gállego J, Mendioroz M, Fernández-Irigoyen J. Mass Spectrometry-Based Proteomic Profiling of Thrombotic Material Obtained by Endovascular Thrombectomy in Patients with Ischemic Stroke. Int J Mol Sci 2018; 19:ijms19020498. [PMID: 29414888 PMCID: PMC5855720 DOI: 10.3390/ijms19020498] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 02/01/2018] [Accepted: 02/02/2018] [Indexed: 12/25/2022] Open
Abstract
Thrombotic material retrieved from acute ischemic stroke (AIS) patients represents a valuable source of biological information. In this study, we have developed a clinical proteomics workflow to characterize the protein cargo of thrombi derived from AIS patients. To analyze the thrombus proteome in a large-scale format, we developed a workflow that combines the isolation of thrombus by endovascular thrombectomy and peptide chromatographic fractionation coupled to mass-spectrometry. Using this workflow, we have characterized a specific proteomic expression profile derived from four AIS patients included in this study. Around 1600 protein species were unambiguously identified in the analyzed material. Functional bioinformatics analyses were performed, emphasizing a clustering of proteins with immunological functions as well as cardiopathy-related proteins with blood-cell dependent functions and peripheral vascular processes. In addition, we established a reference proteomic fingerprint of 341 proteins commonly detected in all patients. Protein interactome network of this subproteome revealed protein clusters involved in the interaction of fibronectin with 14-3-3 proteins, TGFβ signaling, and TCP complex network. Taken together, our data contributes to the repertoire of the human thrombus proteome, serving as a reference library to increase our knowledge about the molecular basis of thrombus derived from AIS patients, paving the way toward the establishment of a quantitative approach necessary to detect and characterize potential novel biomarkers in the stroke field.
Collapse
Affiliation(s)
- Roberto Muñoz
- Department of Neurology, Complejo Hospitalario de Navarra, Pamplona 31008, Spain.
| | - Enrique Santamaría
- Clinical Neuroproteomics Laboratory, Navarrabiomed, Departamento de Salud, Universidad Pública de Navarra, IDISNA, Navarra Institute for Health Research, Pamplona 31008, Spain.
- Proteored-ISCIII, Proteomics Unit, Navarrabiomed, Departamento de Salud, Universidad Pública de Navarra, IDISNA, Navarra Institute for Health Research, Pamplona 31008, Spain.
| | - Idoya Rubio
- Department of Neurology, Complejo Hospitalario de Navarra, Pamplona 31008, Spain.
| | - Karina Ausín
- Proteored-ISCIII, Proteomics Unit, Navarrabiomed, Departamento de Salud, Universidad Pública de Navarra, IDISNA, Navarra Institute for Health Research, Pamplona 31008, Spain.
| | - Aiora Ostolaza
- Department of Neurology, Complejo Hospitalario de Navarra, Pamplona 31008, Spain.
| | - Alberto Labarga
- Bioinformatics Laboratory, Navarrabiomed-Departamento de Salud, Universidad Pública de Navarra, IDISNA, Navarra Institute for Health Research, Pamplona 31008, Spain.
| | - Miren Roldán
- Neuroepigenetics Laboratory, Navarrabiomed-Departamento de Salud, Universidad Pública de Navarra, IDISNA, Navarra Institute for Health Research, Pamplona 31008, Spain.
| | - Beatriz Zandio
- Department of Neurology, Complejo Hospitalario de Navarra, Pamplona 31008, Spain.
| | - Sergio Mayor
- Department of Neurology, Complejo Hospitalario de Navarra, Pamplona 31008, Spain.
| | - Rebeca Bermejo
- Department of Interventional Neuroradiology, Complejo Hospitalario de Navarra, Pamplona 31008, Spain.
| | - Mónica Mendigaña
- Department of Interventional Neuroradiology, Complejo Hospitalario de Navarra, Pamplona 31008, Spain.
| | - María Herrera
- Department of Neurology, Complejo Hospitalario de Navarra, Pamplona 31008, Spain.
| | - Nuria Aymerich
- Department of Neurology, Complejo Hospitalario de Navarra, Pamplona 31008, Spain.
| | - Jorge Olier
- Department of Interventional Neuroradiology, Complejo Hospitalario de Navarra, Pamplona 31008, Spain.
| | - Jaime Gállego
- Department of Neurology, Complejo Hospitalario de Navarra, Pamplona 31008, Spain.
| | - Maite Mendioroz
- Department of Neurology, Complejo Hospitalario de Navarra, Pamplona 31008, Spain.
- Neuroepigenetics Laboratory, Navarrabiomed-Departamento de Salud, Universidad Pública de Navarra, IDISNA, Navarra Institute for Health Research, Pamplona 31008, Spain.
| | - Joaquín Fernández-Irigoyen
- Clinical Neuroproteomics Laboratory, Navarrabiomed, Departamento de Salud, Universidad Pública de Navarra, IDISNA, Navarra Institute for Health Research, Pamplona 31008, Spain.
- Proteored-ISCIII, Proteomics Unit, Navarrabiomed, Departamento de Salud, Universidad Pública de Navarra, IDISNA, Navarra Institute for Health Research, Pamplona 31008, Spain.
| |
Collapse
|
47
|
Johansson M, Ricci F, Aung N, Sutton R, Melander O, Fedorowski A. Proteomic Profiling for Cardiovascular Biomarker Discovery in Orthostatic Hypotension. Hypertension 2018; 71:465-472. [PMID: 29295851 DOI: 10.1161/hypertensionaha.117.10365] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Revised: 10/06/2017] [Accepted: 11/12/2017] [Indexed: 01/08/2023]
Abstract
Orthostatic hypotension (OH) has been linked with higher incidence of cardiovascular disease, but little is known about the mechanisms behind this association. We aimed to identify cardiovascular disease biomarkers associated with OH through a proteomic profiling approach. Seven hundred seventy-eight patients with unexplained syncope or orthostatic intolerance underwent head-up tilt test and supine blood samples. Of these, 220 met diagnostic criteria of OH, and 179 demonstrated normal hemodynamic response during head-up tilt test. Blood samples were analyzed by antibody-based Proximity Extension Assay technique simultaneously measuring 92 cardiovascular disease-related human protein biomarkers. The discovery algorithm was a sequential 2-step process of biomarker signature identification by supervised, multivariate, principal component analysis and verification by univariate ANOVA with Bonferroni correction. Patients with OH were older (67 versus 60 years; P<0.001) and more likely to be women (48% versus 41%; P>0.001) but did not differ from OH-negative patients in medical history. Principal component analysis identified MMP-7 (matrix metalloproteinase-7), TM (thrombomodulin), MB (myoglobin), TIM-1 (T-cell immunoglobulin and mucin domain-1), CASP-8 (caspase-8), CXCL-1 (C-X-C motif chemokine-1), Dkk-1 (dickkopf-related protein-1), lectin-like LOX-1 (oxidized low-density lipoprotein receptor-1), PlGF (placenta growth factor), PAR-1 (proteinase-activated receptor-1), and MCP-1 (monocyte chemotactic protein-1) as the most robust proteomic signature for OH. From this proteomic feature selection, MMP-7 and TIM-1 met Bonferroni-adjusted significance criteria in univariate and multivariate regression analyses. Proteomic profiling in OH reveals a biomarker signature of atherothrombosis and inflammation. Circulating levels of MMP-7 and TIM-1 are independently associated with OH and may be involved in cardiovascular disease promotion.
Collapse
Affiliation(s)
- Madeleine Johansson
- From the Department of Clinical Sciences, Clinical Research Center, Lund University, Malmö, Sweden (M.J., O.M., A.F.); Institute for Advanced Biomedical Technologies, Department of Neuroscience, Imaging and Clinical Sciences, "G.d'Annunzio" University, Chieti, Italy (F.R.); William Harvey Research Institute, National Institute for Health Research (NIHR) Cardiovascular Biomedical Research Unit at Barts, Queen Mary University of London, United Kingdom (N.A.); National Heart and Lung Institute, Imperial College, Hammersmith Hospital Campus, London, United Kingdom (R.S.); and Department of Cardiology, Skåne University Hospital, Malmö, Sweden (A.F.)
| | - Fabrizio Ricci
- From the Department of Clinical Sciences, Clinical Research Center, Lund University, Malmö, Sweden (M.J., O.M., A.F.); Institute for Advanced Biomedical Technologies, Department of Neuroscience, Imaging and Clinical Sciences, "G.d'Annunzio" University, Chieti, Italy (F.R.); William Harvey Research Institute, National Institute for Health Research (NIHR) Cardiovascular Biomedical Research Unit at Barts, Queen Mary University of London, United Kingdom (N.A.); National Heart and Lung Institute, Imperial College, Hammersmith Hospital Campus, London, United Kingdom (R.S.); and Department of Cardiology, Skåne University Hospital, Malmö, Sweden (A.F.)
| | - Nay Aung
- From the Department of Clinical Sciences, Clinical Research Center, Lund University, Malmö, Sweden (M.J., O.M., A.F.); Institute for Advanced Biomedical Technologies, Department of Neuroscience, Imaging and Clinical Sciences, "G.d'Annunzio" University, Chieti, Italy (F.R.); William Harvey Research Institute, National Institute for Health Research (NIHR) Cardiovascular Biomedical Research Unit at Barts, Queen Mary University of London, United Kingdom (N.A.); National Heart and Lung Institute, Imperial College, Hammersmith Hospital Campus, London, United Kingdom (R.S.); and Department of Cardiology, Skåne University Hospital, Malmö, Sweden (A.F.)
| | - Richard Sutton
- From the Department of Clinical Sciences, Clinical Research Center, Lund University, Malmö, Sweden (M.J., O.M., A.F.); Institute for Advanced Biomedical Technologies, Department of Neuroscience, Imaging and Clinical Sciences, "G.d'Annunzio" University, Chieti, Italy (F.R.); William Harvey Research Institute, National Institute for Health Research (NIHR) Cardiovascular Biomedical Research Unit at Barts, Queen Mary University of London, United Kingdom (N.A.); National Heart and Lung Institute, Imperial College, Hammersmith Hospital Campus, London, United Kingdom (R.S.); and Department of Cardiology, Skåne University Hospital, Malmö, Sweden (A.F.)
| | - Olle Melander
- From the Department of Clinical Sciences, Clinical Research Center, Lund University, Malmö, Sweden (M.J., O.M., A.F.); Institute for Advanced Biomedical Technologies, Department of Neuroscience, Imaging and Clinical Sciences, "G.d'Annunzio" University, Chieti, Italy (F.R.); William Harvey Research Institute, National Institute for Health Research (NIHR) Cardiovascular Biomedical Research Unit at Barts, Queen Mary University of London, United Kingdom (N.A.); National Heart and Lung Institute, Imperial College, Hammersmith Hospital Campus, London, United Kingdom (R.S.); and Department of Cardiology, Skåne University Hospital, Malmö, Sweden (A.F.)
| | - Artur Fedorowski
- From the Department of Clinical Sciences, Clinical Research Center, Lund University, Malmö, Sweden (M.J., O.M., A.F.); Institute for Advanced Biomedical Technologies, Department of Neuroscience, Imaging and Clinical Sciences, "G.d'Annunzio" University, Chieti, Italy (F.R.); William Harvey Research Institute, National Institute for Health Research (NIHR) Cardiovascular Biomedical Research Unit at Barts, Queen Mary University of London, United Kingdom (N.A.); National Heart and Lung Institute, Imperial College, Hammersmith Hospital Campus, London, United Kingdom (R.S.); and Department of Cardiology, Skåne University Hospital, Malmö, Sweden (A.F.).
| |
Collapse
|
48
|
Lindsberg PJ, Kuisma M, Mattila OS. How development of blood biomarkers could benefit prehospital management of acute stroke. Biomark Med 2017; 11:1043-1046. [PMID: 29182027 DOI: 10.2217/bmm-2017-0238] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Perttu J Lindsberg
- Department of Neurology, Helsinki University Hospital, Helsinki, Finland.,Molecular Neurology, Research Programs Unit & Clinical Neurosciences, University of Helsinki, Helsinki, Finland
| | - Markku Kuisma
- Section of Emergency Medical Services, Department of Emergency Medicine, Helsinki University Hospital & University of Helsinki, Finland
| | - Olli S Mattila
- Molecular Neurology, Research Programs Unit & Clinical Neurosciences, University of Helsinki, Helsinki, Finland
| |
Collapse
|
49
|
Bergthorsdottir R, Ragnarsson O, Skrtic S, Glad CAM, Nilsson S, Ross IL, Leonsson-Zachrisson M, Johannsson G. Visceral Fat and Novel Biomarkers of Cardiovascular Disease in Patients With Addison's Disease: A Case-Control Study. J Clin Endocrinol Metab 2017; 102:4264-4272. [PMID: 28945861 DOI: 10.1210/jc.2017-01324] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2017] [Accepted: 09/08/2017] [Indexed: 12/12/2022]
Abstract
CONTEXT Patients with Addison's disease (AD) have increased cardiovascular mortality. OBJECTIVE To study visceral fat and conventional and exploratory cardiovascular risk factors in patients with AD. DESIGN A cross-sectional, single-center, case-control study. SUBJECTS Patients (n = 76; n = 51 women) with AD and 76 healthy control subjects were matched for sex, age, body mass index (BMI), and smoking habits. MAIN OUTCOME MEASURES The primary outcome variable was visceral abdominal adipose tissue (VAT) measured using computed tomography. Secondary outcome variables were prevalence of metabolic syndrome (MetS) and 92 biomarkers of cardiovascular disease. RESULTS The mean ± standard deviation age of all subjects was 53 ± 14 years; mean BMI, 25 ± 4 kg/m2; and mean duration of AD, 17 ± 12 years. The median (range) daily hydrocortisone dose was 30 mg (10 to 50 mg). Median (interquartile range) 24-hour urinary free cortisol excretion was increased in patients vs controls [359 nmol (193 to 601 nmol) vs 175 nmol (140 to 244 nmol); P < 0.001]. VAT did not differ between groups. After correction for multiple testing, 17 of the 92 studied biomarkers differed significantly between patients and control subjects. Inflammatory, proinflammatory, and proatherogenic risk biomarkers were increased in patients [fold change (FC), >1] and vasodilatory protective marker was decreased (FC, <1). Twenty-six patients (34%) vs 12 control subjects (16%) fulfilled the criteria for MetS (P = 0.01). CONCLUSION Despite higher cortisol exposure, VAT was not increased in patients with AD. The prevalence of MetS was increased and several biomarkers of cardiovascular disease were adversely affected in patients with AD.
Collapse
Affiliation(s)
- Ragnhildur Bergthorsdottir
- Department of Endocrinology, Sahlgrenska University Hospital, 41345 Gothenburg, Sweden
- Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, 40530 Gothenburg, Sweden
| | - Oskar Ragnarsson
- Department of Endocrinology, Sahlgrenska University Hospital, 41345 Gothenburg, Sweden
- Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, 40530 Gothenburg, Sweden
| | - Stanko Skrtic
- Department of Endocrinology, Sahlgrenska University Hospital, 41345 Gothenburg, Sweden
- Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, 40530 Gothenburg, Sweden
- AstraZeneca Research and Development, 43183 Mölndal, Sweden
| | - Camilla A M Glad
- Department of Endocrinology, Sahlgrenska University Hospital, 41345 Gothenburg, Sweden
- Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, 40530 Gothenburg, Sweden
| | - Staffan Nilsson
- Department of Mathematical Sciences, Chalmers University of Technology, 41296 Gothenburg, Sweden
- Department of Pathology and Genetics, Biomedicine, Sahlgrenska Academy, University of Gothenburg, 40530 Gothenburg, Sweden
| | - Ian Louis Ross
- Division of Endocrinology, Department of Medicine, University of Cape Town, 7925 Cape Town, South Africa
| | | | - Gudmundur Johannsson
- Department of Endocrinology, Sahlgrenska University Hospital, 41345 Gothenburg, Sweden
- Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, 40530 Gothenburg, Sweden
| |
Collapse
|
50
|
Lv Y, Fu L. The potential mechanism for Hydroxysafflor yellow A attenuating blood-brain barrier dysfunction via tight junction signaling pathways excavated by an integrated serial affinity chromatography and shotgun proteomics analysis approach. Neurochem Int 2017; 112:38-48. [PMID: 29107696 DOI: 10.1016/j.neuint.2017.10.012] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 10/19/2017] [Accepted: 10/25/2017] [Indexed: 12/15/2022]
Abstract
Our previous studies elucidated that hydroxysafflor yellow A (HSYA) exerted anti-inflammatory effects against ischemia stroke by inhibiting TLR4 pathway-mediated signaling transduction. However, only several targets were verified in that limited work. The integrated method of serial affinity chromatography (SAC) and shotgun proteomics analysis (SPA) might be an alternative approach for exploring a potential therapeutic role. SAC was induced to extract specific binding proteins in the brain tissue of 2 h of ischemia stroke mice via HSYA affinity matrices. SPA was conducted by nanoLC-MS/MS, while the identified proteins were mapped on to Gene Ontology and KEGG pathway components analysis. The protection of HSYA for blood-brain barrier in mice with ischemia stroke was assessed with the leakage of Evans Blue. The expression of tight junction proteins of blood-brain barrier: occludin, claudin-5, and ZO-1 were detected with ischemia boundary positive areas staining. The regulation of nonmuscle myosin heavy chain IIA (NMMHC IIA), TLR4-mediated PI3K/AKT/JNK1/2/14-3-3ε/NF-κB p65 signaling pathway were evaluated using western blot analysis. A total of 35 proteins with molecular eights ranging from 27,841.22 to 234,122.79 KD were identified. Gene Ontology annotation and KEGG pathways analysis of the identified proteins were conducted with tight junction and PI3K/AKT signaling pathways. HSYA could significantly reduce the leakage of Evans Blue in mice with ischemia stroke, while attenuating the expression of occludin, claudin-5, and ZO-1. Western blot demonstrated that regulation of NMMHC IIA, TLR4-mediated PI3K/AKT/JNK1/2/14-3-3ε/NF-κB p65 signaling pathway played an essential role in the protective effect of HSYA. The integrated method of SAC and SPA provides the promising explanations for exploring the mechanism underlying blood-brain barrier dysfunction via the tight junction pathway. HSYA could attenuate blood-brain barrier dysfunction in anti-inflammatory patterns in ischemia stroke mice via the tight junction pathway.
Collapse
Affiliation(s)
- Yanni Lv
- Pharmacy Department, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, 330006, China.
| | - Longsheng Fu
- Pharmacy Department, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, 330006, China
| |
Collapse
|