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Momenzadeh A, Kreimer S, Guo D, Ayres M, Berman D, Chyu KY, Shah PK, Milewicz D, Azizzadeh A, Meyer JG, Parker S. Differentiation between descending thoracic aortic diseases using machine learning and plasma proteomic signatures. Clin Proteomics 2024; 21:38. [PMID: 38825704 PMCID: PMC11145886 DOI: 10.1186/s12014-024-09487-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 04/25/2024] [Indexed: 06/04/2024] Open
Abstract
BACKGROUND Descending thoracic aortic aneurysms and dissections can go undetected until severe and catastrophic, and few clinical indices exist to screen for aneurysms or predict risk of dissection. METHODS This study generated a plasma proteomic dataset from 75 patients with descending type B dissection (Type B) and 62 patients with descending thoracic aortic aneurysm (DTAA). Standard statistical approaches were compared to supervised machine learning (ML) algorithms to distinguish Type B from DTAA cases. Quantitatively similar proteins were clustered based on linkage distance from hierarchical clustering and ML models were trained with uncorrelated protein lists across various linkage distances with hyperparameter optimization using fivefold cross validation. Permutation importance (PI) was used for ranking the most important predictor proteins of ML classification between disease states and the proteins among the top 10 PI protein groups were submitted for pathway analysis. RESULTS Of the 1,549 peptides and 198 proteins used in this study, no peptides and only one protein, hemopexin (HPX), were significantly different at an adjusted p < 0.01 between Type B and DTAA cases. The highest performing model on the training set (Support Vector Classifier) and its corresponding linkage distance (0.5) were used for evaluation of the test set, yielding a precision-recall area under the curve of 0.7 to classify between Type B from DTAA cases. The five proteins with the highest PI scores were immunoglobulin heavy variable 6-1 (IGHV6-1), lecithin-cholesterol acyltransferase (LCAT), coagulation factor 12 (F12), HPX, and immunoglobulin heavy variable 4-4 (IGHV4-4). All proteins from the top 10 most important groups generated the following significantly enriched pathways in the plasma of Type B versus DTAA patients: complement activation, humoral immune response, and blood coagulation. CONCLUSIONS We conclude that ML may be useful in differentiating the plasma proteome of highly similar disease states that would otherwise not be distinguishable using statistics, and, in such cases, ML may enable prioritizing important proteins for model prediction.
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Affiliation(s)
- Amanda Momenzadeh
- Department of Computational Biomedicine, Cedars Sinai Medical Center, Los Angeles, CA, USA
- Advanced Clinical Biosystems Research Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA
- Smidt Heart Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Simion Kreimer
- Advanced Clinical Biosystems Research Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA
- Smidt Heart Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Dongchuan Guo
- Department of Internal Medicine, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Matthew Ayres
- Advanced Clinical Biosystems Research Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Daniel Berman
- Smidt Heart Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA
- Cedars Sinai Imaging Department, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Kuang-Yuh Chyu
- Smidt Heart Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Prediman K Shah
- Smidt Heart Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Dianna Milewicz
- Department of Internal Medicine, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Ali Azizzadeh
- Smidt Heart Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Jesse G Meyer
- Department of Computational Biomedicine, Cedars Sinai Medical Center, Los Angeles, CA, USA.
- Advanced Clinical Biosystems Research Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA.
- Smidt Heart Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA.
| | - Sarah Parker
- Advanced Clinical Biosystems Research Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA.
- Smidt Heart Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA.
- Department of Biomedical Sciences, Cedars Sinai Medical Center, Los Angeles California, USA.
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2
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Halliwell B, Watt F, Minqin R. Iron and atherosclerosis: Lessons learned from rabbits relevant to human disease. Free Radic Biol Med 2023; 209:165-170. [PMID: 37852545 DOI: 10.1016/j.freeradbiomed.2023.10.383] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 10/02/2023] [Accepted: 10/10/2023] [Indexed: 10/20/2023]
Abstract
The role of iron in promoting atherosclerosis, and hence the cardiovascular, neurodegenerative and other diseases that result from atherosclerosis, has been fiercely controversial. Many studies have been carried out on various rodent models of atherosclerosis, especially on apoE-knockout (apoE-/-) mice, which develop atherosclerosis more readily than normal mice. These apoE-/- mouse studies generally support a role for iron in atherosclerosis development, although there are conflicting results. The purpose of the current article is to describe studies on another animal model that is not genetically manipulated; New Zealand White (NZW) rabbits fed a high-cholesterol diet. This may be a better model than the apoE-/- mice for human atherosclerosis, although it has been given much less attention. Studies on NZW rabbits support the view that iron promotes atherosclerosis, although some uncertainties remain, which need to be resolved by further experimentation.
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Affiliation(s)
- Barry Halliwell
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Neurobiology Research Programme, National University of Singapore, Centre for Life Sciences, #05-01A, 28 Medical Drive, 117456, Singapore.
| | - Frank Watt
- Department of Physics, National University of Singapore, Faculty of Science, 2 Science Drive 3, Blk S12, Level 2, 117551, Singapore.
| | - Ren Minqin
- Department of Physics, National University of Singapore, Faculty of Science, 2 Science Drive 3, Blk S12, Level 2, 117551, Singapore.
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3
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Hurtado J, Sellak H, Joseph G, Lewis CV, Naudin CR, Garcia S, Wodicka JR, Archer DR, Taylor WR. Accelerated atherosclerosis in beta-thalassemia. Am J Physiol Heart Circ Physiol 2023; 325:H1133-H1143. [PMID: 37682237 PMCID: PMC10908407 DOI: 10.1152/ajpheart.00306.2023] [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: 05/25/2023] [Revised: 08/25/2023] [Accepted: 09/06/2023] [Indexed: 09/09/2023]
Abstract
Children with beta-thalassemia (BT) present with an increase in carotid intima-medial thickness, an early sign suggestive of premature atherosclerosis. However, it is unknown if there is a direct relationship between BT and atherosclerotic disease. To evaluate this, wild-type (WT, littermates) and BT (Hbbth3/+) mice, both male and female, were placed on a 3-mo high-fat diet with low-density lipoprotein receptor suppression via overexpression of proprotein convertase subtilisin/kexin type 9 (PCSK9) gain-of-function mutation (D377Y). Mechanistically, we hypothesize that heme-mediated oxidative stress creates a proatherogenic environment in BT because BT is a hemolytic anemia that has increased free heme and exhausted hemopexin, heme's endogenous scavenger, in the vasculature. We evaluated the effect of hemopexin (HPX) therapy, mediated via an adeno-associated virus, to the progression of atherosclerosis in BT and a phenylhydrazine-induced model of intravascular hemolysis. In addition, we evaluated the effect of deferiprone (DFP)-mediated iron chelation in the progression of atherosclerosis in BT mice. Aortic en face and aortic root lesion area analysis revealed elevated plaque accumulation in both male and female BT mice compared with WT mice. Hemopexin therapy was able to decrease plaque accumulation in both BT mice and mice on our phenylhydrazine (PHZ)-induced model of hemolysis. DFP decreased atherosclerosis in BT mice but did not provide an additive benefit to HPX therapy. Our data demonstrate for the first time that the underlying pathophysiology of BT leads to accelerated atherosclerosis and shows that heme contributes to atherosclerotic plaque development in BT.NEW & NOTEWORTHY This work definitively shows for the first time that beta-thalassemia leads to accelerated atherosclerosis. We demonstrated that intravascular hemolysis is a prominent feature in beta-thalassemia and the resulting increases in free heme are mechanistically relevant. Adeno-associated virus (AAV)-hemopexin therapy led to decreased free heme and atherosclerotic plaque area in both beta-thalassemia and phenylhydrazine-treated mice. Deferiprone-mediated iron chelation led to deceased plaque accumulation in beta-thalassemia mice but provided no additive benefit to hemopexin therapy.
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Affiliation(s)
- Julian Hurtado
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, United States
| | - Hassan Sellak
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, United States
| | - Giji Joseph
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, United States
| | - Caitlin V Lewis
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, United States
| | - Crystal R Naudin
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, United States
| | - Sergio Garcia
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, United States
| | - James Robert Wodicka
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, United States
| | - David R Archer
- Aflac Cancer and Blood Disorders Center at Children's Healthcare of Atlanta and the Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, United States
| | - W Robert Taylor
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, United States
- Cardiology Division, Atlanta Veterans Affairs Medical Center, Atlanta, Georgia, United States
- Department of Biomedical Engineering, Emory University School of Medicine and Georgia Institute of Technology, Atlanta, Georgia
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4
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Goh WX, Kok YY, Wong CY. Comparison of Cell-based and Nanoparticle-based Therapeutics in Treating Atherosclerosis. Curr Pharm Des 2023; 29:2827-2840. [PMID: 37936453 DOI: 10.2174/0113816128272185231024115046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 09/06/2023] [Accepted: 09/14/2023] [Indexed: 11/09/2023]
Abstract
Today, cardiovascular diseases are among the biggest public health threats worldwide. Atherosclerosis, a chronic inflammatory disease with complex aetiology and pathogenesis, predispose many of these conditions, including the high mortality rate-causing ischaemic heart disease and stroke. Nevertheless, despite the alarming prevalence and absolute death rate, established treatments for atherosclerosis are unsatisfactory in terms of efficacy, safety, and patient acceptance. The rapid advancement of technologies in healthcare research has paved new treatment approaches, namely cell-based and nanoparticle-based therapies, to overcome the limitations of conventional therapeutics. This paper examines the different facets of each approach, discusses their principles, strengths, and weaknesses, analyses the main targeted pathways and their contradictions, provides insights on current trends as well as highlights any unique mechanisms taken in recent years to combat the progression of atherosclerosis.
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Affiliation(s)
- Wen Xi Goh
- Division of Applied Biomedical Science and Biotechnology, School of Health Sciences, International Medical University, Kuala Lumpur, Malaysia
| | - Yih Yih Kok
- Division of Applied Biomedical Science and Biotechnology, School of Health Sciences, International Medical University, Kuala Lumpur, Malaysia
| | - Chiew Yen Wong
- Division of Applied Biomedical Science and Biotechnology, School of Health Sciences, International Medical University, Kuala Lumpur, Malaysia
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5
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Ameka M, Hasty AH. Paying the Iron Price: Liver Iron Homeostasis and Metabolic Disease. Compr Physiol 2022; 12:3641-3663. [PMID: 35766833 PMCID: PMC10155403 DOI: 10.1002/cphy.c210039] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Iron is an essential metal element whose bioavailability is tightly regulated. Under normal conditions, systemic and cellular iron homeostases are synchronized for optimal function, based on the needs of each system. During metabolic dysfunction, this synchrony is lost, and markers of systemic iron homeostasis are no longer coupled to the iron status of key metabolic organs such as the liver and adipose tissue. The effects of dysmetabolic iron overload syndrome in the liver have been tied to hepatic insulin resistance, nonalcoholic fatty liver disease, and nonalcoholic steatohepatitis. While the existence of a relationship between iron dysregulation and metabolic dysfunction has long been acknowledged, identifying correlative relationships is complicated by the prognostic reliance on systemic measures of iron homeostasis. What is lacking and perhaps more informative is an understanding of how cellular iron homeostasis changes with metabolic dysfunction. This article explores bidirectional relationships between different proteins involved in iron homeostasis and metabolic dysfunction in the liver. © 2022 American Physiological Society. Compr Physiol 12:3641-3663, 2022.
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Affiliation(s)
- Magdalene Ameka
- Department of Molecular Physiology and Biophysics, School of Medicine, Vanderbilt University, Nashville, Tennessee, USA
| | - Alyssa H Hasty
- Department of Molecular Physiology and Biophysics, School of Medicine, Vanderbilt University, Nashville, Tennessee, USA.,VA Tennessee Valley Healthcare System, Nashville, Tennessee, USA
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6
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Vinchi F. Non-Transferrin-Bound Iron in the Spotlight: Novel Mechanistic Insights into the Vasculotoxic and Atherosclerotic Effect of Iron. Antioxid Redox Signal 2021; 35:387-414. [PMID: 33554718 PMCID: PMC8328045 DOI: 10.1089/ars.2020.8167] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 01/06/2021] [Accepted: 01/25/2021] [Indexed: 12/11/2022]
Abstract
Significance: While atherosclerosis is an almost inevitable consequence of aging, food preferences, lack of exercise, and other aspects of the lifestyle in many countries, the identification of new risk factors is of increasing importance to tackle a disease, which has become a major health burden for billions of people. Iron has long been suspected to promote the development of atherosclerosis, but data have been conflicting, and the contribution of iron is still debated controversially. Recent Advances: Several experimental and clinical studies have been recently published about this longstanding controversial problem, highlighting the critical need to unravel the complexity behind this topic. Critical Issues: The aim of the current review is to provide an overview of the current knowledge about the proatherosclerotic impact of iron, and discuss the emerging role of non-transferrin-bound iron (NTBI) as driver of vasculotoxicity and atherosclerosis. Finally, I will provide detailed mechanistic insights on the cellular processes and molecular pathways underlying iron-exacerbated atherosclerosis. Overall, this review highlights a complex framework where NTBI acts at multiple levels in atherosclerosis by altering the serum and vascular microenvironment in a proatherogenic and proinflammatory manner, affecting the functionality and survival of vascular cells, promoting foam cell formation and inducing angiogenesis, calcification, and plaque destabilization. Future Directions: The use of additional iron markers (e.g., NTBI) may help adequately predict predisposition to cardiovascular disease. Clinical studies are needed in the aging population to address the atherogenic role of iron fluctuations within physiological limits and the therapeutic value of iron restriction approaches. Antioxid. Redox Signal. 35, 387-414.
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Affiliation(s)
- Francesca Vinchi
- Iron Research Program, Lindsley F. Kimball Research Institute (LFKRI), New York Blood Center (NYBC), New York, New York, USA
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, Cornell University, New York, New York, USA
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7
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Vinchi F, Sparla R, Passos ST, Sharma R, Vance SZ, Zreid HS, Juaidi H, Manwani D, Yazdanbakhsh K, Nandi V, Silva AMN, Agarvas AR, Fibach E, Belcher JD, Vercellotti GM, Ghoti H, Muckenthaler MU. Vasculo-toxic and pro-inflammatory action of unbound haemoglobin, haem and iron in transfusion-dependent patients with haemolytic anaemias. Br J Haematol 2021; 193:637-658. [PMID: 33723861 PMCID: PMC8252605 DOI: 10.1111/bjh.17361] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 01/19/2021] [Indexed: 02/06/2023]
Abstract
Increasing evidence suggests that free haem and iron exert vasculo‐toxic and pro‐inflammatory effects by activating endothelial and immune cells. In the present retrospective study, we compared serum samples from transfusion‐dependent patients with β‐thalassaemia major and intermedia, hereditary spherocytosis and sickle cell disease (SCD). Haemolysis, transfusions and ineffective erythropoiesis contribute to haem and iron overload in haemolytic patients. In all cohorts we observed increased systemic haem and iron levels associated with scavenger depletion and toxic ‘free’ species formation. Endothelial dysfunction, oxidative stress and inflammation markers were significantly increased compared to healthy donors. In multivariable logistic regression analysis, oxidative stress markers remained significantly associated with both haem‐ and iron‐related parameters, while soluble vascular cell adhesion molecule 1 (sVCAM‐1), soluble endothelial selectin (sE‐selectin) and tumour necrosis factor α (TNFα) showed the strongest association with haem‐related parameters and soluble intercellular adhesion molecule 1 (sICAM‐1), sVCAM‐1, interleukin 6 (IL‐6) and vascular endothelial growth factor (VEGF) with iron‐related parameters. While hereditary spherocytosis was associated with the highest IL‐6 and TNFα levels, β‐thalassaemia major showed limited inflammation compared to SCD. The sVCAM1 increase was significantly lower in patients with SCD receiving exchange compared to simple transfusions. The present results support the involvement of free haem/iron species in the pathogenesis of vascular dysfunction and sterile inflammation in haemolytic diseases, irrespective of the underlying haemolytic mechanism, and highlight the potential therapeutic benefit of iron/haem scavenging therapies in these conditions.
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Affiliation(s)
- Francesca Vinchi
- Iron Research Program, New York Blood Center, New York, NY, USA.,Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, Cornell University, New York, NY, USA.,Molecular Medicine Partnership Unit (MMPU), European Molecular Biology Laboratory (EMBL), Heidelberg University, Heidelberg, Germany
| | - Richard Sparla
- Center for Translational Biomedical Iron Research, Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, University of Heidelberg, Heidelberg, Germany
| | - Sara T Passos
- Iron Research Program, New York Blood Center, New York, NY, USA
| | - Richa Sharma
- Iron Research Program, New York Blood Center, New York, NY, USA
| | - S Zebulon Vance
- Iron Research Program, New York Blood Center, New York, NY, USA
| | - Hala S Zreid
- Department of Internal Medicine, Al Shifa Hospital, Gaza, Palestine
| | - Hesham Juaidi
- Department of Internal Medicine, Al Shifa Hospital, Gaza, Palestine
| | - Deepa Manwani
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, NY, USA.,Pediatric Hematology, The Children's Hospital at Montefiore, New York, NY, USA
| | | | - Vijay Nandi
- Laboratory of Data Analytic Services, New York Blood Center, New York, NY, USA
| | - André M N Silva
- REQUIMTE-LAQV, Departamento de Química e Bioquímica, Faculdade de Ciências, University of Porto, Porto, Portugal
| | - Anand R Agarvas
- Center for Translational Biomedical Iron Research, Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, University of Heidelberg, Heidelberg, Germany
| | - Eitan Fibach
- Department of Hematology, The Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - John D Belcher
- Department of Medicine, Division of Hematology, Oncology and Transplantation, Vascular Biology Center, University of Minnesota, Minneapolis, MN, USA
| | - Gregory M Vercellotti
- Department of Medicine, Division of Hematology, Oncology and Transplantation, Vascular Biology Center, University of Minnesota, Minneapolis, MN, USA
| | - Husam Ghoti
- European Center for Cancer and Cell Therapy (ECCT), Nicosia, Cyprus
| | - Martina U Muckenthaler
- Molecular Medicine Partnership Unit (MMPU), European Molecular Biology Laboratory (EMBL), Heidelberg University, Heidelberg, Germany.,Center for Translational Biomedical Iron Research, Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, University of Heidelberg, Heidelberg, Germany.,German Center for Cardiovascular Research, Partner Site Heidelberg/Mannheim, Heidelberg, Germany.,Translational Lung Research Center (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
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8
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Shin M, Park SH, Mun S, Lee J, Kang HG. Biomarker Discovery of Acute Coronary Syndrome Using Proteomic Approach. Molecules 2021; 26:molecules26041136. [PMID: 33672727 PMCID: PMC7924321 DOI: 10.3390/molecules26041136] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 02/11/2021] [Accepted: 02/17/2021] [Indexed: 11/17/2022] Open
Abstract
Acute coronary syndrome (ACS) is a condition in which the coronary artery supplying blood to the heart is infarcted via formation of a plaque and thrombus, resulting in abnormal blood supply and high mortality and morbidity. Therefore, the prompt and efficient diagnosis of ACS and the need for new ACS diagnostic biomarkers are important. In this study, we aimed to identify new ACS diagnostic biomarkers with high sensitivity and specificity using a proteomic approach. A discovery set with samples from 20 patients with ACS and 20 healthy controls was analyzed using mass spectrometry. Among the proteins identified, those showing a significant difference between each group were selected. Functional analysis of these proteins was conducted to confirm their association with functions in the diseased state. To determine ACS diagnostic biomarkers, standard peptides of the selected protein candidates from the discovery set were quantified, and these protein candidates were validated in a validation set consisting of the sera of 50 patients with ACS and 50 healthy controls. We showed that hemopexin, leucine-rich α-2-glycoprotein, and vitronectin levels were upregulated, whereas fibronectin level was downregulated, in patients with ACS. Thus, the use of these biomarkers may increase the accuracy of ACS diagnosis.
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Affiliation(s)
- Miji Shin
- Department of Senior Healthcare, Graduate School, Eulji University, Seongnam 13135, Korea; (M.S.); (S.M.)
| | - Sang Hyun Park
- Department of Internal Medicine, School of Medicine, Eulji University, Daejeon 34824, Korea;
| | - Sora Mun
- Department of Senior Healthcare, Graduate School, Eulji University, Seongnam 13135, Korea; (M.S.); (S.M.)
| | - Jiyeong Lee
- Department of Biomedical Laboratory Science, School of Medicine, Eulji University, Uijeongbu 11759, Korea
- Correspondence: (J.L.); (H.-G.K.); Tel.: +82-42-259-1752 (J.L.); +82-31-740-7315 (H.-G.K.)
| | - Hee-Gyoo Kang
- Department of Senior Healthcare, Graduate School, Eulji University, Seongnam 13135, Korea; (M.S.); (S.M.)
- Department of Biomedical Laboratory Science, College of Health Sciences, Eulji University, Seongnam 13135, Korea
- Correspondence: (J.L.); (H.-G.K.); Tel.: +82-42-259-1752 (J.L.); +82-31-740-7315 (H.-G.K.)
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9
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Winter NA, Gibson PG, Fricker M, Simpson JL, Wark PA, McDonald VM. Hemopexin: A Novel Anti-inflammatory Marker for Distinguishing COPD From Asthma. ALLERGY, ASTHMA & IMMUNOLOGY RESEARCH 2021; 13:450-467. [PMID: 33733639 PMCID: PMC7984952 DOI: 10.4168/aair.2021.13.3.450] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 10/14/2020] [Accepted: 11/05/2020] [Indexed: 12/18/2022]
Abstract
Purpose Systemic inflammatory biomarkers can improve diagnosis and assessment of chronic obstructive pulmonary disease (COPD) and asthma. We aimed to validate an airway disease biomarker panel of 4 systemic inflammatory biomarkers, α2-macroglobulin, ceruloplasmin, haptoglobin and hemopexin, to establish their relationship to airway disease diagnosis and inflammatory phenotypes and to identify an optimized biomarker panel for disease differentiation. Methods Participants with COPD or asthma were classified by inflammatory phenotypes. Immunoassay methods were used to measure levels of validation biomarkers in the sera of participants with disease and non-respiratory disease controls. Markers were analyzed individually and in combination for disease differentiation and compared to established biomarkers (C-reactive protein, interleukin-6, and white blood cell/blood eosinophil count). Results The study population comprised of 141 COPD, 127 severe asthma, 54 mild-moderate asthma and 71 control participants. Significant differences in ceruloplasmin, haptoglobin and hemopexin levels between disease groups and between systemic inflammatory phenotypes were observed. However, no differences were found between airway inflammatory phenotypes. Hemopexin was the best performing individual biomarker and could diagnose COPD versus control participants (area under the curve [AUC], 98.3%; 95% confidence interval [CI], 96.7%–99.9%) and differentiate COPD from asthmatic participants (AUC, 97.0%; 95% CI, 95.4%–98.6%), outperforming established biomarkers. A biomarker panel, including hemopexin, haptoglobin and other established biomarkers, could diagnose asthma versus control participants (AUC, 87.5%; 95% CI, 82.8%–92.2%). Conclusions Hemopexin can be a novel biomarker with superior diagnostic ability in differentiating COPD and asthma. We propose an anti-inflammatory axis between the airways and systemic circulation, in which hemopexin is a protective component in airway disease.
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Affiliation(s)
- Natasha A Winter
- National Health and Medical Research Council Centre for Research Excellence in Severe Asthma and The Priority Research Centre for Health Lungs, The University of Newcastle, Newcastle, NSW, Australia.,School of Medicine and Public Health, The University of Newcastle, Newcastle, NSW, Australia
| | - Peter G Gibson
- National Health and Medical Research Council Centre for Research Excellence in Severe Asthma and The Priority Research Centre for Health Lungs, The University of Newcastle, Newcastle, NSW, Australia.,School of Medicine and Public Health, The University of Newcastle, Newcastle, NSW, Australia.,Department of Respiratory and Sleep Medicine, John Hunter Hospital, Hunter Medical Research Institute, Newcastle, NSW, Australia
| | - Michael Fricker
- National Health and Medical Research Council Centre for Research Excellence in Severe Asthma and The Priority Research Centre for Health Lungs, The University of Newcastle, Newcastle, NSW, Australia.,School of Medicine and Public Health, The University of Newcastle, Newcastle, NSW, Australia
| | - Jodie L Simpson
- School of Medicine and Public Health, The University of Newcastle, Newcastle, NSW, Australia.,Department of Respiratory and Sleep Medicine, John Hunter Hospital, Hunter Medical Research Institute, Newcastle, NSW, Australia
| | - Peter A Wark
- National Health and Medical Research Council Centre for Research Excellence in Severe Asthma and The Priority Research Centre for Health Lungs, The University of Newcastle, Newcastle, NSW, Australia.,Department of Respiratory and Sleep Medicine, John Hunter Hospital, Hunter Medical Research Institute, Newcastle, NSW, Australia
| | - Vanessa M McDonald
- National Health and Medical Research Council Centre for Research Excellence in Severe Asthma and The Priority Research Centre for Health Lungs, The University of Newcastle, Newcastle, NSW, Australia.,School of Medicine and Public Health, The University of Newcastle, Newcastle, NSW, Australia.,Department of Respiratory and Sleep Medicine, John Hunter Hospital, Hunter Medical Research Institute, Newcastle, NSW, Australia.,School of Nursing and Midwifery, The University of Newcastle, Newcastle, NSW, Australia.
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10
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Grillo M, Palmer C, Holmes N, Sang F, Larner AC, Bhosale R, Shaw PE. Stat3 oxidation-dependent regulation of gene expression impacts on developmental processes and involves cooperation with Hif-1α. PLoS One 2020; 15:e0244255. [PMID: 33332446 PMCID: PMC7746180 DOI: 10.1371/journal.pone.0244255] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 12/06/2020] [Indexed: 01/06/2023] Open
Abstract
Reactive oxygen species are bona fide intracellular second messengers that influence cell metabolism and aging by mechanisms that are incompletely resolved. Mitochondria generate superoxide that is dis-mutated to hydrogen peroxide, which in turn oxidises cysteine-based enzymes such as phosphatases, peroxiredoxins and redox-sensitive transcription factors to modulate their activity. Signal Transducer and Activator of Transcription 3 (Stat3) has been shown to participate in an oxidative relay with peroxiredoxin II but the impact of Stat3 oxidation on target gene expression and its biological consequences remain to be established. Thus, we created murine embryonic fibroblasts (MEFs) that express either WT-Stat3 or a redox-insensitive mutant of Stat3 (Stat3-C3S). The Stat3-C3S cells differed from WT-Stat3 cells in morphology, proliferation and resistance to oxidative stress; in response to cytokine stimulation, they displayed elevated Stat3 tyrosine phosphorylation and Socs3 expression, implying that Stat3-C3S is insensitive to oxidative inhibition. Comparative analysis of global gene expression in WT-Stat3 and Stat3-C3S cells revealed differential expression (DE) of genes both under basal conditions and during oxidative stress. Using differential gene regulation pattern analysis, we identified 199 genes clustered into 10 distinct patterns that were selectively responsive to Stat3 oxidation. GO term analysis identified down-regulated genes to be enriched for tissue/organ development and morphogenesis and up-regulated genes to be enriched for cell-cell adhesion, immune responses and transport related processes. Although most DE gene promoters contain consensus Stat3 inducible elements (SIEs), our chromatin immunoprecipitation (ChIP) and ChIP-seq analyses did not detect Stat3 binding at these sites in control or oxidant-stimulated cells, suggesting that oxidised Stat3 regulates these genes indirectly. Our further computational analysis revealed enrichment of hypoxia response elements (HREs) within DE gene promoters, implying a role for Hif-1. Experimental validation revealed that efficient stabilisation of Hif-1α in response to oxidative stress or hypoxia required an oxidation-competent Stat3 and that depletion of Hif-1α suppressed the inducible expression of Kcnb1, a representative DE gene. Our data suggest that Stat3 and Hif-1α cooperate to regulate genes involved in immune functions and developmental processes in response to oxidative stress.
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Affiliation(s)
- Michela Grillo
- School of Life Sciences, University of Nottingham, Queen’s Medical Centre, Nottingham, United Kingdom
| | - Carolyn Palmer
- School of Life Sciences, University of Nottingham, Queen’s Medical Centre, Nottingham, United Kingdom
| | - Nadine Holmes
- Deep-Seq Unit, School of Life Sciences, University of Nottingham, Queen’s Medical Centre, Nottingham, United Kingdom
| | - Fei Sang
- Deep-Seq Unit, School of Life Sciences, University of Nottingham, Queen’s Medical Centre, Nottingham, United Kingdom
| | - Andrew C. Larner
- Department of Biochemistry and Molecular Biology, Massey Cancer Center, Virginia Commonwealth University, Richmond, Virginia, United States of America
| | - Rahul Bhosale
- School of Biosciences, University of Nottingham, Sutton Bonington, United Kingdom
| | - Peter E. Shaw
- School of Life Sciences, University of Nottingham, Queen’s Medical Centre, Nottingham, United Kingdom
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11
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Poillerat V, Gentinetta T, Leon J, Wassmer A, Edler M, Torset C, Luo D, Tuffin G, Roumenina LT. Hemopexin as an Inhibitor of Hemolysis-Induced Complement Activation. Front Immunol 2020; 11:1684. [PMID: 32849588 PMCID: PMC7412979 DOI: 10.3389/fimmu.2020.01684] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 06/24/2020] [Indexed: 12/23/2022] Open
Abstract
Hemopexin is the main plasmatic scavenger of cell-free heme, released in the context of intravascular hemolysis or major cell injury. Heme is indispensable for the oxygen transport by hemoglobin but when released outside of the erythrocytes it becomes a danger-associated molecular pattern, contributing to tissue injury. One of the mechanisms of pro-inflammatory action of heme is to activate the innate immune complement cascade. Therefore, we hypothesized that injection of hemopexin will prevent hemolysis-induced complement activation. Human plasma-derived hemopexin is compatible with the heme clearance machinery of the mice. 100 or 500 mg/kg of hemopexin was injected in C57Bl/6 mice before treatment with phenylhydrazine (inducer of erythrocytes lysis) or with PBS as a control. Blood was taken at different timepoints to determine the pharmacokinetic of injected hemopexin in presence and absence of hemolysis. Complement activation was determined in plasma, by the C3 cleavage (western blot) and in the kidneys (immunofluorescence). Kidney injury was evaluated by urea and creatinine in plasma and renal NGAL and HO-1 gene expression were measured. The pharmacokinetic properties of hemopexin (mass spectrometry) in the hemolytic mice were affected by the target-mediated drug disposition phenomenon due to the high affinity of binding of hemopexin to heme. Hemolysis induced complement overactivation and signs of mild renal dysfunction at 6 h, which were prevented by hemopexin, except for the NGAL upregulation. The heme-degrading capacity of the kidney, measured by the HO-1 expression, was not affected by the treatment. These results encourage further studies of hemopexin as a therapeutic agent in models of diseases with heme overload.
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Affiliation(s)
- Victoria Poillerat
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Paris, France
| | | | - Juliette Leon
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Paris, France
| | | | | | - Carine Torset
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Paris, France
| | - Dandan Luo
- CSL Behring, King of Prussia, PA, United States
| | | | - Lubka T Roumenina
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Paris, France
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12
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Sobczak AIS, Stewart AJ. Coagulatory Defects in Type-1 and Type-2 Diabetes. Int J Mol Sci 2019; 20:E6345. [PMID: 31888259 PMCID: PMC6940903 DOI: 10.3390/ijms20246345] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 12/06/2019] [Accepted: 12/12/2019] [Indexed: 12/16/2022] Open
Abstract
Diabetes (both type-1 and type-2) affects millions of individuals worldwide. A major cause of death for individuals with diabetes is cardiovascular diseases, in part since both types of diabetes lead to physiological changes that affect haemostasis. Those changes include altered concentrations of coagulatory proteins, hyper-activation of platelets, changes in metal ion homeostasis, alterations in lipid metabolism (leading to lipotoxicity in the heart and atherosclerosis), the presence of pro-coagulatory microparticles and endothelial dysfunction. In this review, we explore the different mechanisms by which diabetes leads to an increased risk of developing coagulatory disorders and how this differs between type-1 and type-2 diabetes.
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Affiliation(s)
| | - Alan J. Stewart
- Medical and Biological Sciences Building, School of Medicine, University of St Andrews, St Andrews KY16 9TF, UK;
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13
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Stefanic P, Sihotsky V, Hertelyova Z, Kopolovets I, Mathews AJ, Toth S, Kubikova M, Svajdler P, Mucha R, Vasko L, Virag M, Pribula V, Pella D, Frankovicova M. Interleukin-4, hemopexin, and lipoprotein-associated phospholipase A2 are significantly increased in patients with unstable carotid plaque. OPEN CHEM 2019. [DOI: 10.1515/chem-2019-0125] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
AbstractObjectiveThis study aimed to compare the plasma levels of lipoprotein-associated phospholipase A2 (Lp-PLA2), hemopexin (Hpx), and interleukin-4 (IL-4) in patients with carotid artery atherosclerosis based on neurological symptoms and plaque histopathology and to find association between plaque stability and neurological symptoms. This single-center study included patients treated surgically for significant stenosis of the internal carotid artery. Serum levels of biomarkers were determined, and a histopathological analysis of the carotid plaques was performed. Within 70 patients, 40 asymptomatic and 30 symptomatic; 38 patients (54.3%) were diagnosed with unstable carotid plaque and 32 patients (45.7%) had a stable carotid plaque. Significantly higher incidence of unstable carotid plaque was detected in symptomatic patients (p <0.001). Compared to asymptomatic patients, higher expression of Lp-PLA2 (285.30 ± 2.05 μg/l), Hpx (0.38 ± 0.01 ng/l), and IL-4 (65.77 ± 3.78 ng/l) in plasma were detected in symptomatic patients. Subsequently, higher expression of Lp-PLA2 (297.34 ± 2.3 μg/l), Hpx (0.41 ± 0.02 ng/l), and IL-4 (64.74 ± 4.47 ng/l) in plasma was observed in patients with unstable plaques (n=38). Statistically significant (p <0.001) differences in expression of Lp-PLA2, Hpx, and IL-4 between patients with unstable and stable plaques were detected. Moreover, only the differences between symptomatic and asymptomatic patients in the expression of Lp-PLA2 and IL-4 in plasma were statistically significant (p <0.001). This study showed that Lp-PLA2, IL-4, and Hpx levels are significantly increased in patients with an unstable carotid plaque.
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Affiliation(s)
- Peter Stefanic
- Department of Vascular Surgery, Eastern Slovak Institute of Cardiovascular Diseases and Faculty of Medicine, Pavol Jozef Safarik University, Kosice, Ondavska 8, Kosice 040 01, KosiceSlovak Republic
| | - Vladimir Sihotsky
- Department of Vascular Surgery, Eastern Slovak Institute of Cardiovascular Diseases and Faculty of Medicine, Pavol Jozef Safarik University, Kosice, Ondavska 8, Kosice 040 01, KosiceSlovak Republic
| | - Zdenka Hertelyova
- Institute of Experimental Medicine, Faculty of Medicine, Pavol Jozef Safarik University, Kosice, Tr. SNP 1, Kosice, 040 01, KosiceSlovak Republic
| | - Ivan Kopolovets
- Department of Vascular Surgery, Eastern Slovak Institute of Cardiovascular Diseases and Faculty of Medicine, Pavol Jozef Safarik University, Kosice, Ondavska 8, Kosice 040 01, KosiceSlovak Republic
| | - Abraham John Mathews
- Department of Colorectal and HPB Surgery, Addenbrooke‘s Hospital, Cambridge University Hospitals NHS Foundation Trust Cambridge, CambridgeUnited Kingdom
| | - Stefan Toth
- Department of Internal Medicine, Louis Pasteur University Hospital in Kosice and Faculty of Medicine, Pavol Jozef Safarik University, Tr. SNP 1, Kosice, 040 01, KosiceSlovak Republic
| | - Maria Kubikova
- Department of Vascular Surgery, Eastern Slovak Institute of Cardiovascular Diseases and Faculty of Medicine, Pavol Jozef Safarik University, Kosice, Ondavska 8, Kosice 040 01, KosiceSlovak Republic
| | - Peter Svajdler
- Department of Pathology, Louis Pasteur University Hospital in Kosice, Rastislavova 43, Kosice, 040 01, KosiceSlovak Republic
| | - Rastislav Mucha
- Institute of Neurobiology, Biomedical Research Center of the Slovak Academy of Sciences, Soltesovej 4, Kosice, 040 01, KosiceSlovak Republic
| | - Lukas Vasko
- Department of Vascular Surgery, Eastern Slovak Institute of Cardiovascular Diseases and Faculty of Medicine, Pavol Jozef Safarik University, Kosice, Ondavska 8, Kosice 040 01, KosiceSlovak Republic
| | - Michal Virag
- Department of Vascular Surgery, Eastern Slovak Institute of Cardiovascular Diseases and Faculty of Medicine, Pavol Jozef Safarik University, Kosice, Ondavska 8, Kosice 040 01, KosiceSlovak Republic
| | - Vit Pribula
- Department of Surgery, I. Private Hospital Kosice-Saca, Lucna 57, 040 11Kosice, Slovak Republic
| | - Dominik Pella
- Department of Cardiology, Eastern Slovak Institute of Cardiovascular Diseases and Faculty of Medicine, Kosice, Ondavska 8, Kosice 040 01, KosiceSlovak Republic
| | - Maria Frankovicova
- Department of Vascular Surgery, Eastern Slovak Institute of Cardiovascular Diseases and Faculty of Medicine, Pavol Jozef Safarik University, Kosice, Ondavska 8, Kosice 040 01, KosiceSlovak Republic
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14
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Lu HS, Schmidt AM, Hegele RA, Mackman N, Rader DJ, Weber C, Daugherty A. Reporting Sex and Sex Differences in Preclinical Studies. Arterioscler Thromb Vasc Biol 2019; 38:e171-e184. [PMID: 30354222 DOI: 10.1161/atvbaha.118.311717] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Hong S Lu
- From the Department of Physiology, Saha Cardiovascular Research Center, University of Kentucky, Lexington (H.S.L., A.D.)
| | - Ann Marie Schmidt
- Diabetes Research Program, Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, New York University Langone Medical Center, New York, NY (A.M.S.)
| | - Robert A Hegele
- Department of Medicine and Robarts Research Institute, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada (R.A.H.)
| | - Nigel Mackman
- Department of Medicine, University of North Carolina at Chapel Hill (N.M.)
| | - Daniel J Rader
- Department of Medicine (D.J.R.), Perelman School of Medicine, University of Pennsylvania, Philadelphia.,Department of Genetics (D.J.R.), Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Christian Weber
- Department of Medicine, Institute for Cardiovascular Prevention, Ludwig-Maximilians-Universität, Munich, Germany (C.W.).,German Centre for Cardiovascular Research, Partner Site Munich Heart Alliance, Munich, Germany (C.W.)
| | - Alan Daugherty
- From the Department of Physiology, Saha Cardiovascular Research Center, University of Kentucky, Lexington (H.S.L., A.D.)
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15
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Burtenshaw D, Kitching M, Redmond EM, Megson IL, Cahill PA. Reactive Oxygen Species (ROS), Intimal Thickening, and Subclinical Atherosclerotic Disease. Front Cardiovasc Med 2019; 6:89. [PMID: 31428618 PMCID: PMC6688526 DOI: 10.3389/fcvm.2019.00089] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2019] [Accepted: 06/14/2019] [Indexed: 12/14/2022] Open
Abstract
Arteriosclerosis causes significant morbidity and mortality worldwide. Central to this process is the development of subclinical non-atherosclerotic intimal lesions before the appearance of pathologic intimal thickening and advanced atherosclerotic plaques. Intimal thickening is associated with several risk factors, including oxidative stress due to reactive oxygen species (ROS), inflammatory cytokines and lipid. The main ROS producing systems in-vivo are reduced nicotinamide dinucleotide phosphate (NADPH) oxidase (NOX). ROS effects are context specific. Exogenous ROS induces apoptosis and senescence, whereas intracellular ROS promotes stem cell differentiation, proliferation, and migration. Lineage tracing studies using murine models of subclinical atherosclerosis have revealed the contributory role of medial smooth muscle cells (SMCs), resident vascular stem cells, circulating bone-marrow progenitors and endothelial cells that undergo endothelial-mesenchymal-transition (EndMT). This review will address the putative physiological and patho-physiological roles of ROS in controlling vascular cell fate and ROS contribution to vascular regeneration and disease progression.
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Affiliation(s)
- Denise Burtenshaw
- Vascular Biology & Therapeutics, School of Biotechnology, Dublin City University, Dublin, Ireland
| | | | - Eileen M Redmond
- Department of Surgery, University of Rochester, Rochester, NY, United States
| | - Ian L Megson
- Centre for Health Science, UHI Institute of Health Research and Innovation, Inverness, United Kingdom
| | - Paul A Cahill
- Vascular Biology & Therapeutics, School of Biotechnology, Dublin City University, Dublin, Ireland
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16
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Affiliation(s)
- Ziad Mallat
- From the Department of Medicine, Division of Cardiovascular Medicine, University of Cambridge, United Kingdom; and Institut National de la Santé et de la Recherche Médicale, Paris, France.
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17
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Safe coordinated trafficking of heme and iron with copper maintain cell homeostasis: modules from the hemopexin system. Biometals 2019; 32:355-367. [PMID: 31011852 DOI: 10.1007/s10534-019-00194-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Accepted: 04/09/2019] [Indexed: 12/17/2022]
Abstract
Studies with patients, animal models of human disease and hemopexin null mice have shown that the heme-binding protein hemopexin is vital for the protection of a variety of cell types and tissues against heme toxicity. The presence of hemopexin in all biological fluids examined to date indicates wide roles in abrogating heme toxicity in human tissues; and, thus, is clinically relevant. Heme-hemopexin endocytosis leads to coordinated trafficking of heme, iron and copper as heme traffics from endosomes to heme oxygenases (HOs) in the smooth endoplasmic reticulum and to the nucleus. This is safe redox-metal trafficking, without oxidative stress, as iron released from heme catabolism by HOs as well as copper taken up with heme-hemopexin move through the cell. To our knowledge, this coordinated metal trafficking has been described only for the hemopexin system and differs from the cell's response to non-protein bound heme, which can be toxic. We propose that defining how cells respond to heme-hemopexin endocytosis, a natural cytoprotective system, will aid our understanding of how cells adapt as they safely respond to increases in heme, Fe(II) and copper. This is relevant for many genetic hemolytic diseases and conditions, stroke and hemorrhage as well as neurodegeneration. Such analyses will help to define a pattern of events that can be utilized to characterize how dysfunctional redox and transition metal handling is linked to the development of pathology in disease states such as Alzheimer's disease when metal homeostasis is not restored; and potentially provide novel targets and approaches to improve therapies.
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18
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M2 Macrophages as a Potential Target for Antiatherosclerosis Treatment. Neural Plast 2019; 2019:6724903. [PMID: 30923552 PMCID: PMC6409015 DOI: 10.1155/2019/6724903] [Citation(s) in RCA: 100] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Revised: 11/06/2018] [Accepted: 11/28/2018] [Indexed: 12/24/2022] Open
Abstract
Atherosclerosis is a chronic progressive inflammation course, which could induce life-threatening diseases such as stroke and myocardial infarction. Optimal medical treatments for atherosclerotic risk factors with current antihypertensive and lipid-lowering drugs (for example, statins) are widely used in clinical practice. However, many patients with established disease still continue to have recurrent cardiovascular events in spite of treatment with a state-of-the-art therapy. Atherosclerotic cardiovascular disease (ASCVD) remains the leading cause of mortality worldwide. Hence, current treatment of atherosclerosis is still far from being satisfactory. Recently, M2 macrophages have been found associated with atherosclerosis regression. The M2 phenotype can secrete anti-inflammatory factors such as IL-10 and TGF-β, promote tissue remodeling and repairing through collagen formation, and clear dying cells and debris by efferocytosis. Therefore, modulators targeting macrophages' polarization to the M2 phenotype could be another promising treatment strategy for atherosclerosis. Two main signaling pathways, the Akt/mTORC/LXR pathway and the JAK/STAT6 pathway, are found playing important roles in M2 polarization. In addition, researchers have reported several potential approaches to modulate M2 polarization. Inhibiting or activating some kinds of enzymes, affecting transcription factors, or acting on several membrane receptors could regulate the polarization of the M2 phenotype. Besides, biomolecules, for example vitamin D, were found to affect the process of M2 polarization. Pomegranate juice could promote M2 polarization via unclear mechanism. In this review, we will discuss how M2 macrophages affect atherosclerosis regression, signal transduction in M2 polarization, and outline potential targets and compounds that affect M2 polarization, thus controlling the progress of atherosclerosis.
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19
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He Y, Kothari V, Bornfeldt KE. High-Density Lipoprotein Function in Cardiovascular Disease and Diabetes Mellitus. Arterioscler Thromb Vasc Biol 2019; 38:e10-e16. [PMID: 29367232 DOI: 10.1161/atvbaha.117.310222] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Yi He
- From the Division of Metabolism, Endocrinology and Nutrition, Department of Medicine (Y.H., V.K., K.E.B.) and Department of Pathology (K.E.B.), University of Washington Medicine Diabetes Institute, University of Washington School of Medicine, Seattle
| | - Vishal Kothari
- From the Division of Metabolism, Endocrinology and Nutrition, Department of Medicine (Y.H., V.K., K.E.B.) and Department of Pathology (K.E.B.), University of Washington Medicine Diabetes Institute, University of Washington School of Medicine, Seattle
| | - Karin E Bornfeldt
- From the Division of Metabolism, Endocrinology and Nutrition, Department of Medicine (Y.H., V.K., K.E.B.) and Department of Pathology (K.E.B.), University of Washington Medicine Diabetes Institute, University of Washington School of Medicine, Seattle.
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20
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Chen YC, Huang AL, Kyaw TS, Bobik A, Peter K. Atherosclerotic Plaque Rupture: Identifying the Straw That Breaks the Camel's Back. Arterioscler Thromb Vasc Biol 2018; 36:e63-72. [PMID: 27466619 DOI: 10.1161/atvbaha.116.307993] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Accepted: 06/24/2016] [Indexed: 01/19/2023]
Affiliation(s)
- Yung-Chih Chen
- From the Atherothrombosis and Vascular Biology Laboratory (Y.-C.C., A.L.H., K.P.), and Vascular Biology and Atherosclerosis Laboratory (T.S.K., A.B.), Baker IDI Heart & Diabetes Institute, Melbourne, Victoria, Australia; and Departments of Medicine and Immunology, Monash University, Melbourne, Victoria, Australia (A.L.H., A.B., K.P.)
| | - Alex L Huang
- From the Atherothrombosis and Vascular Biology Laboratory (Y.-C.C., A.L.H., K.P.), and Vascular Biology and Atherosclerosis Laboratory (T.S.K., A.B.), Baker IDI Heart & Diabetes Institute, Melbourne, Victoria, Australia; and Departments of Medicine and Immunology, Monash University, Melbourne, Victoria, Australia (A.L.H., A.B., K.P.)
| | - Tin S Kyaw
- From the Atherothrombosis and Vascular Biology Laboratory (Y.-C.C., A.L.H., K.P.), and Vascular Biology and Atherosclerosis Laboratory (T.S.K., A.B.), Baker IDI Heart & Diabetes Institute, Melbourne, Victoria, Australia; and Departments of Medicine and Immunology, Monash University, Melbourne, Victoria, Australia (A.L.H., A.B., K.P.)
| | - Alex Bobik
- From the Atherothrombosis and Vascular Biology Laboratory (Y.-C.C., A.L.H., K.P.), and Vascular Biology and Atherosclerosis Laboratory (T.S.K., A.B.), Baker IDI Heart & Diabetes Institute, Melbourne, Victoria, Australia; and Departments of Medicine and Immunology, Monash University, Melbourne, Victoria, Australia (A.L.H., A.B., K.P.)
| | - Karlheinz Peter
- From the Atherothrombosis and Vascular Biology Laboratory (Y.-C.C., A.L.H., K.P.), and Vascular Biology and Atherosclerosis Laboratory (T.S.K., A.B.), Baker IDI Heart & Diabetes Institute, Melbourne, Victoria, Australia; and Departments of Medicine and Immunology, Monash University, Melbourne, Victoria, Australia (A.L.H., A.B., K.P.).
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21
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The macrophage heme-heme oxygenase-1 system and its role in inflammation. Biochem Pharmacol 2018; 153:159-167. [PMID: 29452096 DOI: 10.1016/j.bcp.2018.02.010] [Citation(s) in RCA: 188] [Impact Index Per Article: 26.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Accepted: 02/12/2018] [Indexed: 02/07/2023]
Abstract
Heme oxygenase (HO)-1, the inducible isoform of the heme-degrading enzyme HO, plays a critical role in inflammation and iron homeostasis. Regulatory functions of HO-1 are mediated via the catalytic breakdown of heme, which is an iron-containing tetrapyrrole complex with potential pro-oxidant and pro-inflammatory effects. In addition, the HO reaction produces the antioxidant and anti-inflammatory compounds carbon monoxide (CO) and biliverdin, subsequently converted into bilirubin, along with iron, which is reutilized for erythropoiesis. HO-1 is up-regulated by a plethora of stimuli and injuries in most cell types and tissues and provides salutary effects by restoring physiological homeostasis. Notably, HO-1 exhibits critical immuno-modulatory functions in macrophages, which are a major cell population of the mononuclear phagocyte system. Macrophages play key roles as sentinels and regulators of the immune system and HO-1 in these cells appears to be of critical importance for driving resolution of inflammatory responses. In this review, the complex functions and regulatory mechanisms of HO-1 in macrophages will be high-lighted. A particular focus will be the intricate interactions of HO-1 with its substrate heme, which play a contradictory role in distinct physiological and pathophysiological settings. The therapeutic potential of targeted modulation of the macrophage heme-HO-1 system will be discussed in the context of inflammatory disorders.
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22
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Plasma Hemopexin ameliorates murine spinal cord injury by switching microglia from the M1 state to the M2 state. Cell Death Dis 2018; 9:181. [PMID: 29415995 PMCID: PMC5833847 DOI: 10.1038/s41419-017-0236-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Revised: 11/28/2017] [Accepted: 12/13/2017] [Indexed: 12/19/2022]
Abstract
Spinal cord injury (SCI) is a devastating type of central nervous system (CNS) trauma with limited therapeutic treatments. The polarization of microglia into the M1 or M2 state has been documented to play important roles in the pathogenesis of SCI, although the complete repertoire of underlying factors has not been identified. Interestingly, the time point at which hematomyelia (intramedullary spinal cord hemorrhage) is alleviated coincides with a decrease in the number of M2 microglia. Here the function of Hemopexin (Hpx), a hematogenous glycoprotein, was examined in the crush model of SCI. Hpx levels were elevated at the lesion site during hematomyelia and were synchronously correlated with the level of the M2 marker Arginase-1 (Arg-1). Ablation of Hpx in vivo affected the polarization state of lipopolysaccharide (LPS)-stimulated microglia, as mirrored by a lower percentage of M2 microglia and a higher percentage of M1 microglia in the lesion site, which delayed the recovery and exacerbated the behavioral dysfunction after SCI. However, Hpx induced a rapid switch from the M1 to M2 phenotype in LPS-stimulated primary cultured microglia in a heme scavenging-independent manner. The supernant of Hpx-treated microglia ameliorated neuronal degeneration, alleviated demyelination, and promoted oligodendrocyte precursor cell (OPC) maturation. This modulatory effect of Hpx on microglia polarization was at least partially mediated by the LRP-1 receptor. Based on these results, Hpx is considered a novel modulator of the polarization of microglia during the pathogenesis of SCI and may play a crucial role in the recovery from SCI.
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Yuan XM, Ward LJ, Forssell C, Siraj N, Li W. Carotid Atheroma From Men Has Significantly Higher Levels of Inflammation and Iron Metabolism Enabled by Macrophages. Stroke 2017; 49:419-425. [PMID: 29284736 DOI: 10.1161/strokeaha.117.018724] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2017] [Revised: 11/26/2017] [Accepted: 11/29/2017] [Indexed: 01/08/2023]
Abstract
BACKGROUND AND PURPOSE Men differ from women in the manifestation of atherosclerosis and iron metabolism. Intraplaque hemorrhage and hemoglobin (Hb) catabolism by macrophages are associated with atherosclerotic lesion instability. The study aims were to investigate sex differences in (1) lesion severity in relation to blood Hb, (2) iron homeostasis in human carotid plaques, and (3) macrophage polarization within atheroma. METHODS The carotid artery samples from 39 men and 23 women were immunostained with cell markers for macrophages, smooth muscle cells, ferritin, and TfR1 (transferrin receptor 1), which were further analyzed according to sex in relation to iron, Hb, and lipids in circulation. Additionally, samples of predefined regions from human carotid atherosclerotic lesions, including internal controls, were used for proteomic analysis by mass spectrometry. RESULTS Male patients, compared with women, had larger necrotic cores and more plaque rupture, which were associated with higher levels of Hb. Atheroma of male patients had significantly higher levels of Hb in circulation and CD68 macrophages, ferritin, and TfR1 in lesions. CD68 macrophages were significantly correlated with ferritin and TfR1. Plaques from male patients comparatively possessed higher levels of inflammatory macrophage subsets, CD86 (M1) and CD163 (M2), but lower levels of STF (serotransferrin) and HPX (hemopexin). CONCLUSIONS Male patients with carotid atheroma had more advanced and ruptured lesions associated with significantly higher levels of inflammatory macrophage infiltration and high iron stores in the blood and in their plaques. These findings help to understand sex differences and iron metabolism in atherosclerosis and factors related to atheroma progression.
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Affiliation(s)
- Xi-Ming Yuan
- From the Occupational and Environmental Medicine, Department of Clinical and Experimental Medicine (X.-M.Y., L.J.W., N.S.) and Obstetrics and Gynaecology, Department of Clinical and Experimental Medicine (L.J.W., W.L.), Linköping University, Sweden; Vascular Surgery, Linköping University Hospital, Sweden (C.F.); and Department of Internal Medicine, University of Alberta, Edmonton, Canada (N.S.).
| | - Liam J Ward
- From the Occupational and Environmental Medicine, Department of Clinical and Experimental Medicine (X.-M.Y., L.J.W., N.S.) and Obstetrics and Gynaecology, Department of Clinical and Experimental Medicine (L.J.W., W.L.), Linköping University, Sweden; Vascular Surgery, Linköping University Hospital, Sweden (C.F.); and Department of Internal Medicine, University of Alberta, Edmonton, Canada (N.S.)
| | - Claes Forssell
- From the Occupational and Environmental Medicine, Department of Clinical and Experimental Medicine (X.-M.Y., L.J.W., N.S.) and Obstetrics and Gynaecology, Department of Clinical and Experimental Medicine (L.J.W., W.L.), Linköping University, Sweden; Vascular Surgery, Linköping University Hospital, Sweden (C.F.); and Department of Internal Medicine, University of Alberta, Edmonton, Canada (N.S.)
| | - Nabeel Siraj
- From the Occupational and Environmental Medicine, Department of Clinical and Experimental Medicine (X.-M.Y., L.J.W., N.S.) and Obstetrics and Gynaecology, Department of Clinical and Experimental Medicine (L.J.W., W.L.), Linköping University, Sweden; Vascular Surgery, Linköping University Hospital, Sweden (C.F.); and Department of Internal Medicine, University of Alberta, Edmonton, Canada (N.S.)
| | - Wei Li
- From the Occupational and Environmental Medicine, Department of Clinical and Experimental Medicine (X.-M.Y., L.J.W., N.S.) and Obstetrics and Gynaecology, Department of Clinical and Experimental Medicine (L.J.W., W.L.), Linköping University, Sweden; Vascular Surgery, Linköping University Hospital, Sweden (C.F.); and Department of Internal Medicine, University of Alberta, Edmonton, Canada (N.S.)
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24
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McCullough LD, Mirza MA, Xu Y, Bentivegna K, Steffens EB, Ritzel R, Liu F. Stroke sensitivity in the aged: sex chromosome complement vs. gonadal hormones. Aging (Albany NY) 2017; 8:1432-41. [PMID: 27405096 PMCID: PMC4993340 DOI: 10.18632/aging.100997] [Citation(s) in RCA: 86] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Accepted: 06/22/2016] [Indexed: 11/25/2022]
Abstract
Stroke is a sexually dimorphic disease. Elderly women not only have higher stroke incidence than age-matched men, but also have poorer recovery and higher morbidity and mortality after stroke. In older, post-menopausal women, gonadal hormone levels are similar to that of men. This suggests that tissue damage and functional outcomes are influenced by biologic sex (XX vs. XY) rather than the hormonal milieu at older ages. We employed the Four Core Genotype (FCG) mouse model to study the contribution of sex chromosome complement and gonadal hormones to stroke sensitivity in aged mice in which the testis determining gene (Sry) is removed from the Y chromosome, allowing for the generation of XX males and XY females. XXF, XXM, XYF, XYM and XYwt aged mice were subjected to middle cerebral artery occlusion (MCAO). XXF and XXM mice had significantly larger infarct volumes than XYF and XYM cohorts respectively. There was no significant difference in hormone levels among aged FCG mice. XXF/XXM mice also had more robust microglial activation and higher serum levels of pro-inflammatory cytokines than XYF/XYM cohort respectively. We concluded that the sex chromosome complement contributes to ischemic sensitivity in aged animals and leads to sex differences in innate immune responses.
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Affiliation(s)
- Louise D McCullough
- Department of Neurology, University of Texas Health Science Center at Houston McGovern Medical School, Houston, TX 77030, USA
| | - Mehwish A Mirza
- Department of Neuroscience, University of Connecticut Health Center, Farmington, CT 06030, USA
| | - Yan Xu
- Department of Neurology, University of Texas Health Science Center at Houston McGovern Medical School, Houston, TX 77030, USA
| | - Kathryn Bentivegna
- Department of Neuroscience, University of Connecticut Health Center, Farmington, CT 06030, USA
| | - Eleanor B Steffens
- Department of Neuroscience, University of Connecticut Health Center, Farmington, CT 06030, USA
| | - Rodney Ritzel
- Department of Neuroscience, University of Connecticut Health Center, Farmington, CT 06030, USA
| | - Fudong Liu
- Department of Neurology, University of Texas Health Science Center at Houston McGovern Medical School, Houston, TX 77030, USA
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25
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Crielaard BJ, Lammers T, Rivella S. Targeting iron metabolism in drug discovery and delivery. Nat Rev Drug Discov 2017; 16:400-423. [PMID: 28154410 PMCID: PMC5455971 DOI: 10.1038/nrd.2016.248] [Citation(s) in RCA: 258] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Iron fulfils a central role in many essential biochemical processes in human physiology; thus, proper processing of iron is crucial. Although iron metabolism is subject to relatively strict physiological control, numerous disorders, such as cancer and neurodegenerative diseases, have recently been linked to deregulated iron homeostasis. Consequently, iron metabolism constitutes a promising and largely unexploited therapeutic target for the development of new pharmacological treatments for these diseases. Several iron metabolism-targeted therapies are already under clinical evaluation for haematological disorders, and these and newly developed therapeutic agents are likely to have substantial benefit in the clinical management of iron metabolism-associated diseases, for which few efficacious treatments are currently available.
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Affiliation(s)
- Bart J. Crielaard
- Department of Polymer Chemistry and Bioengineering, Zernike Institute for Advanced Materials, Faculty of Mathematics and Natural Sciences, University of Groningen, Groningen, The Netherlands
- W.J. Kolff Institute for Biomedical Engineering and Materials Science, University Medical Center Groningen, Groningen, The Netherlands
| | - Twan Lammers
- Department of Nanomedicine and Theranostics, Institute for Experimental Molecular Imaging, University Clinic and Helmholtz Institute for Biomedical Engineering, RWTH Aachen University, Aachen, Germany
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
- Department of Targeted Therapeutics, MIRA Institute for Biomedical Technology and Technical Medicine, University of Twente, Enschede, The Netherlands
| | - Stefano Rivella
- Children’s Hospital of Philadelphia, Abramson Research Center, Philadelphia, PA, United States of America
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26
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Nowak WN, Deng J, Ruan XZ, Xu Q. Reactive Oxygen Species Generation and Atherosclerosis. Arterioscler Thromb Vasc Biol 2017; 37:e41-e52. [DOI: 10.1161/atvbaha.117.309228] [Citation(s) in RCA: 75] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Affiliation(s)
- Witold N. Nowak
- From the Cardiovascular Division, King’s BHF Centre, King’s College London, United Kingdom (W.N.N., J.D., Q.X.); Centre for Nephrology and Urology, Health Science Centre, Shenzhen University, China (X.Z.R.); and Centre for Nephrology, University College London, United Kingdom (X.Z.R.)
| | - Jiacheng Deng
- From the Cardiovascular Division, King’s BHF Centre, King’s College London, United Kingdom (W.N.N., J.D., Q.X.); Centre for Nephrology and Urology, Health Science Centre, Shenzhen University, China (X.Z.R.); and Centre for Nephrology, University College London, United Kingdom (X.Z.R.)
| | - Xiong Z. Ruan
- From the Cardiovascular Division, King’s BHF Centre, King’s College London, United Kingdom (W.N.N., J.D., Q.X.); Centre for Nephrology and Urology, Health Science Centre, Shenzhen University, China (X.Z.R.); and Centre for Nephrology, University College London, United Kingdom (X.Z.R.)
| | - Qingbo Xu
- From the Cardiovascular Division, King’s BHF Centre, King’s College London, United Kingdom (W.N.N., J.D., Q.X.); Centre for Nephrology and Urology, Health Science Centre, Shenzhen University, China (X.Z.R.); and Centre for Nephrology, University College London, United Kingdom (X.Z.R.)
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27
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Lawson HA, Zayed M, Wayhart JP, Fabbrini E, Love-Gregory L, Klein S, Semenkovich CF. Physiologic and genetic evidence links hemopexin to triglycerides in mice and humans. Int J Obes (Lond) 2017; 41:631-638. [PMID: 28119529 DOI: 10.1038/ijo.2017.19] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2016] [Revised: 12/21/2016] [Accepted: 01/11/2017] [Indexed: 01/28/2023]
Abstract
BACKGROUND/OBJECTIVES Elevated triglycerides predict insulin resistance and vascular disease in obesity, but how the inert triglyceride molecule is related to development of metabolic disease is unknown. To pursue novel potential mediators of triglyceride-associated metabolic disease, we used a forward genetics approach involving inbred mice and translated our findings to human subjects. SUBJECTS/METHODS Hemopexin (HPX) was identified as a differentially expressed gene within a quantitative trait locus associated with serum triglycerides in an F16 advanced intercross between the LG/J and SM/J strains of mice. Hpx expression was evaluated in both the reproductive fat pads and livers of mice representing three strains, LG/J (n=25), SM/J (n=27) and C57Bl/6J (n=19), on high- and low-fat diets. The effect of altered Hpx expression on adipogenesis was studied in 3T3-L1 cells. Circulating HPX protein along with HPX expression were characterized in subcutaneous white adipose tissue samples obtained from a cohort of metabolically abnormal (n=18) and of metabolically normal (n=24) obese human subjects. We further examined the relationship between HPX and triglycerides in human atherosclerotic plaques (n=18). RESULTS HPX expression in mouse adipose tissue, but not in liver, was regulated by dietary fat regardless of genetic background. HPX increased in concert with adipogenesis in 3T3-L1 cells, and disruption of its expression impaired adipocyte differentiation. RNAseq data from the adipose tissue of obese humans showed differential expression of HPX based on metabolic disease status (P<0.05), and circulating HPX levels were correlated with serum triglycerides in these subjects (r=0.33; P=0.03). HPX was also found in an unbiased proteomic screen of human atherosclerotic plaques and shown to display differential abundance based on the extent of disease and triglyceride content (P<0.05). CONCLUSIONS Our findings suggest that HPX is associated with triglycerides and provide a framework for understanding mechanisms underlying lipid metabolism and metabolic disease.
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Affiliation(s)
- H A Lawson
- Department of Genetics, Washington University School of Medicine, St Louis, MO, USA
| | - M Zayed
- Department of Surgery, Section of Vascular Surgery, Washington University School of Medicine, St Louis, MO, USA
| | - J P Wayhart
- Department of Genetics, Washington University School of Medicine, St Louis, MO, USA
| | - E Fabbrini
- Department of Medicine, Washington University School of Medicine, St Louis, MO, USA
| | - L Love-Gregory
- Department of Medicine, Washington University School of Medicine, St Louis, MO, USA
| | - S Klein
- Department of Medicine, Washington University School of Medicine, St Louis, MO, USA
| | - C F Semenkovich
- Department of Medicine, Washington University School of Medicine, St Louis, MO, USA
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