1
|
Chen S. Two-sample bi-directional causality between two traits with some invalid IVs in both directions using GWAS summary statistics. HGG ADVANCES 2025; 6:100449. [PMID: 40336198 DOI: 10.1016/j.xhgg.2025.100449] [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: 10/30/2024] [Revised: 05/01/2025] [Accepted: 05/01/2025] [Indexed: 05/09/2025] Open
Abstract
Mendelian randomization (MR) is a widely used method for assessing causal relationships between risk factors and outcomes using genetic variants as instrumental variables (IVs). While traditional MR assumes uni-directional causality, bi-directional MR aims to identify the true causal direction. In uni-directional MR, invalid IVs due to pleiotropy can violate assumptions and introduce biases. In bi-directional MR, traditional MR can be performed separately for each direction, but the presence of invalid IVs poses even greater challenges. We introduce a new bi-directional MR method incorporating stepwise selection (Bidir-SW) designed to address these challenges. Our approach leverages public genome-wide association study (GWAS) datasets for two traits and uses model selection criteria to identify invalid IVs iteratively by stepwise selection. This method accounts for potential bi-directional causality in the presence of common invalid IVs for both directions, even if only GWAS summary statistics are provided. Through simulation studies, we demonstrate that our method outperforms traditional MR techniques, such as MR-Egger and inverse-variance weighted (IVW), with uncorrelated SNPs. We also provide simulations to compare our approach with existing transcriptome-wide association study (TWAS) to show its effectiveness. Finally, we apply the proposed method to genetic traits such as CRP levels and BMI to explore possible bi-directional relationships among these traits. We also used the proposed method to discover causal protein biomarkers. Our findings suggest that the Bidir-SW approach is a powerful tool for bi-directional MR or TWAS, which can provide a valuable framework for future genetic epidemiology studies.
Collapse
Affiliation(s)
- Siyi Chen
- School of Public Health, LSU Health Sciences Center New Orleans, New Orleans, LA 70112, USA.
| |
Collapse
|
2
|
Zapater A, Pinilla L, Gracia-Lavedan E, Targa A, Torres G, Mínguez O, Pascual L, Cortijo A, Martínez D, Benítez ID, García-Hidalgo MC, De Batlle J, Abad J, Duran-Cantolla J, Urrutia A, Mediano O, Masdeu MJ, Ordax-Carbajo E, Masa JF, De la Peña M, Mayos M, Coloma R, Montserrat JM, Chiner E, Roncero A, Sanz-Rubio D, Barbé F, Sánchez-de-la-Torre M. Unraveling the Molecular Mechanisms of OSA-Related Cardiovascular Event Recurrence: A Post Hoc Analysis From the ISAACC Study. Arch Bronconeumol 2025; 61:203-211. [PMID: 39438203 DOI: 10.1016/j.arbres.2024.09.008] [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: 04/16/2024] [Revised: 08/02/2024] [Accepted: 09/21/2024] [Indexed: 10/25/2024]
Abstract
RATIONALE Although obstructive sleep apnea (OSA) is a prevalent condition among patients with acute coronary syndrome (ACS), the impact of OSA on cardiovascular event (CVE) recurrence is not homogeneous. We previously defined a specific phenotype of first-ACS patients without previous cardiovascular disease who are at increased risk of OSA-related CVE recurrence. However, the pathobiological mechanisms whereby OSA leads to adverse cardiovascular outcomes in this singular ACS phenotype remain to be investigated. OBJECTIVE To characterize the molecular pathways that relate OSA with CVE recurrence. METHODS This post hoc analysis of the ISAACC study (NCT01335087) included subjects without previous cardiovascular disease who were hospitalized for a first ACS and developed a recurrent CVE during the follow-up. Patients underwent respiratory polygraphy and fasting blood extraction during hospitalization. Two study groups were established on the basis of the apnea-hypopnea index (AHI): untreated severe OSA (AHI≥30events/h) and non-OSA (AHI<15events/h) groups. Proteomic profiling analysis included 276 cardiovascular and inflammatory-related plasma proteins via Olink® technology. RESULTS Proteomics was performed in 58 patients (77.6% male, median [p25;p75] age 58.0 [51.2;65.8] years, and median BMI 28.6 [25.8;31.2]kg/m2). Thirty patients had severe OSA, and 28 subjects were considered non-OSA controls. A total of 24 plasma proteins were differentially expressed between the groups. Among these proteins, 18 were significantly associated with OSA severity parameters derived from respiratory polygraphy. Further bioinformatic analyses of OSA-related proteins revealed their involvement in several molecular pathways, mostly related to immune function, cell signaling, and inflammatory processes. CONCLUSION A specific proteomic profile related to OSA presence and severity was identified in the plasma of ACS patients who developed recurrent CVEs. This analysis suggests the activation of key OSA-mediated molecular pathways with potential implications for cardiovascular prognosis.
Collapse
Affiliation(s)
- Andrea Zapater
- Group of Precision Medicine in Chronic Diseases, University Hospital Arnau de Vilanova and Santa María, IRBLleida, Lleida, Spain; Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Lucía Pinilla
- Group of Precision Medicine in Chronic Diseases, University Hospital Arnau de Vilanova and Santa María, IRBLleida, Lleida, Spain; Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Esther Gracia-Lavedan
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Translation Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain
| | - Adriano Targa
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Translation Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain
| | - Gerard Torres
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Translation Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain
| | - Olga Mínguez
- Translation Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain
| | - Lydia Pascual
- Translation Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain
| | - Anunciación Cortijo
- Translation Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain
| | - Dolores Martínez
- Translation Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain
| | - Ivan David Benítez
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Translation Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain
| | - Maria Coronada García-Hidalgo
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Translation Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain
| | - Jordi De Batlle
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Translation Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain
| | - Jorge Abad
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Respiratory Department, Hospital Universitari Germans Trias I Pujol, Badalona, Barcelona, Spain
| | - Joaquín Duran-Cantolla
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Servicio de Investigación OSI, Hospital Universitario Araba, IIS Bioaraba, Vitoria, Álava, Spain
| | - Amaia Urrutia
- Servicio Neurologia, Hospital Universitario Cruces, Bizkaia, Spain
| | - Olga Mediano
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Respiratory Department, Hospital Universitario de Guadalajara, Guadalajara, Spain
| | - María José Masdeu
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Respiratory and Sleep Department, Hospital Universitari Parc Taulí, Institut Investigació i Innovació Parc Taulí (I3PT), Universitat Autònoma de Barcelona, Sabadell, Spain
| | | | - Juan Fernando Masa
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Respiratory Department, Hospital San Pedro Alcántara, Cáceres, Spain
| | - Mónica De la Peña
- Clinic Analysis and Respiratory Services, Hospital Universitari Son Espases, Institut de investigació sanitaria de Palma (IdisPa), Palma de Mallorca, Spain
| | - Mercè Mayos
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Sleep Unit, Department of Respiratory Medicine, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Ramon Coloma
- Respiratory Department, Hospital General Universitario de Albacete, Spain
| | - Josep María Montserrat
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Respiratory Department, Hospital Clinic, Barcelona, Spain
| | - Eusebi Chiner
- Respiratory Department, Hospital Universitari Sant Joan d'Alacant, Alicante, Spain
| | - Alejandra Roncero
- Unidad Multidisciplinar del Sueño, Servicio de Neumología, Hospital San Pedro, Logroño, Spain
| | - David Sanz-Rubio
- Precision Medicine in Respiratory Diseases (PRES) Group, Unidad de Investigación Traslacional, Instituto de Investigación Sanitaria de Aragón-IISA, Hospital Universitario Miguel Servet, Zaragoza, Spain
| | - Ferran Barbé
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Translation Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain
| | - Manuel Sánchez-de-la-Torre
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Group of Precision Medicine in Chronic Diseases, Hospital Nacional de Parapléjicos, IDISCAM, Department of Nursing, Physiotherapy and Occupational Therapy, Faculty of Physiotherapy and Nursing, University of Castilla-La Mancha, Toledo, Spain.
| |
Collapse
|
3
|
Hunyenyiwa T, Kyi P, Scheer M, Joshi M, Gasparri M, Mammoto T, Mammoto A. Inhibition of angiogenesis and regenerative lung growth in Lepob/ob mice through adiponectin-VEGF/VEGFR2 signaling. Front Cardiovasc Med 2024; 11:1491971. [PMID: 39479393 PMCID: PMC11521822 DOI: 10.3389/fcvm.2024.1491971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Accepted: 10/07/2024] [Indexed: 11/02/2024] Open
Abstract
Introduction Obesity is associated with impairment of wound healing and tissue regeneration. Angiogenesis, the formation of new blood capillaries, plays a key role in regenerative lung growth after unilateral pneumonectomy (PNX). We have reported that obesity inhibits angiogenesis. The effects of obesity on post-PNX lung vascular and alveolar regeneration remain unclear. Methods Unilateral PNX is performed on Lep o b / o b obese mice to examine vascular and alveolar regeneration. Results Regenerative lung growth and expression of vascular endothelial growth factor (VEGF) and its receptor VEGFR2 induced after PNX are inhibited in Lep o b / o b obese mice. The levels of adiponectin that exhibits pro-angiogenic and vascular protective properties increase after unilateral PNX, while the effects are attenuated in Lep o b / o b obese mice. Post-PNX regenerative lung growth and increases in the levels of VEGF and VEGFR2 are inhibited in adiponectin knockout mice. Adiponectin stimulates angiogenic activities in human lung endothelial cells (ECs), which is inhibited by decreasing the levels of transcription factor Twist1. Adiponectin agonist, AdipoRon restores post-PNX lung growth and vascular and alveolar regeneration in Lep o b / o b obese mice. Discussion These findings suggest that obesity impairs lung vascular and alveolar regeneration and adiponectin is one of the key factors to improve lung regeneration in obese people.
Collapse
Affiliation(s)
- Tendai Hunyenyiwa
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, United States
- Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Priscilla Kyi
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, United States
- Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Mikaela Scheer
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Mrudula Joshi
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, United States
- Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Mario Gasparri
- Department of Thoracic Surgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Tadanori Mammoto
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, United States
- Department of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Akiko Mammoto
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, United States
- Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, WI, United States
| |
Collapse
|
4
|
Moraes CRP, Borba-Junior IT, De Lima F, Silva JRA, Bombassaro B, Palma AC, Mansour E, Velloso LA, Orsi FA, Costa FTM, De Paula EV. Association of Ang/Tie2 pathway mediators with endothelial barrier integrity and disease severity in COVID-19. Front Physiol 2023; 14:1113968. [PMID: 36895630 PMCID: PMC9988918 DOI: 10.3389/fphys.2023.1113968] [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: 12/01/2022] [Accepted: 02/07/2023] [Indexed: 02/25/2023] Open
Abstract
Endothelial barrier (EB) disruption contributes to acute lung injury in COVID-19, and levels of both VEGF-A and Ang-2, which are mediators of EB integrity, have been associated with COVID-19 severity. Here we explored the participation of additional mediators of barrier integrity in this process, as well as the potential of serum from COVID-19 patients to induce EB disruption in cell monolayers. In a cohort from a clinical trial consisting of thirty patients with COVID-19 that required hospital admission due to hypoxia we demonstrate that i) levels of soluble Tie2 were increase, and of soluble VE-cadherin were decreased when compared to healthy individuals; ii) sera from these patients induce barrier disruption in monolayers of endothelial cells; and iii) that the magnitude of this effect is proportional to disease severity and to circulating levels of VEGF-A and Ang-2. Our study confirms and extends previous findings on the pathogenesis of acute lung injury in COVID-19, reinforcing the concept that EB is a relevant component of this disease. Our results pave the way for future studies that can refine our understanding of the pathogenesis of acute lung injury in viral respiratory disorders, and contribute to the identification of new biomarkers and therapeutic targets for these conditions.
Collapse
Affiliation(s)
| | | | - Franciele De Lima
- School of Medical Sciences, University of Campinas, Campinas, Brazil
| | | | - Bruna Bombassaro
- Obesity and Comorbidities Research Center, University of Campinas, Campinas, Brazil
| | - André C Palma
- School of Medical Sciences, University of Campinas, Campinas, Brazil
| | - Eli Mansour
- School of Medical Sciences, University of Campinas, Campinas, Brazil
| | - Lício Augusto Velloso
- School of Medical Sciences, University of Campinas, Campinas, Brazil.,Obesity and Comorbidities Research Center, University of Campinas, Campinas, Brazil
| | | | | | - Erich Vinicius De Paula
- School of Medical Sciences, University of Campinas, Campinas, Brazil.,Hematology and Hemotherapy Center, University of Campinas, Campinas, Brazil
| |
Collapse
|
5
|
Higher serum angiopoietin 2 levels are independently associated with coronary microvascular dysfunction in patients with angina in the absence of obstructive coronary artery disease. Chin Med J (Engl) 2020; 133:1662-1668. [PMID: 32541356 PMCID: PMC7401764 DOI: 10.1097/cm9.0000000000000812] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Background Angiopoietin-2 (Ang-2) is a type of endothelial growth factor involved in angiogenesis and vascular remodeling. Circulating Ang-2 levels are elevated in patients with obstructive coronary artery disease (CAD). This study aimed to evaluate the association between serum Ang-2 levels and coronary microvascular dysfunction in patients without obstructive CAD. Methods A total of 125 patients with angina in the absence of obstructive CAD were included in this cross-sectional study. Coronary flow reserve (CFR) was measured in the distal left anterior descending coronary artery by trans-thoracic Doppler echocardiography. The patients were divided into the following two sub-groups according to CFR: the impaired CFR group with CFR values <2.5 and the preserved CFR group with CFR values ≥2.5. Serum Ang-2 levels were determined using enzyme-linked immunosorbent assay. Independent predictors for impaired CFR were identified by binary logistic regression analysis. The receiver-operating characteristic curve was determined to evaluate the ability of serum Ang-2 in predicting impaired CFR. Results We found that age, percentage of female sex, N-terminal pro-B-type natriuretic peptide levels, Ang-2 levels (763.3 ± 264.9 vs. 579.7 ± 169.3 pg/mL, P < 0.001), and the left atrial volume index were significantly higher in patients with impaired CFR than in patients with preserved CFR. Serum Ang-2 levels were negatively correlated with CFR (r = −0.386, P < 0.001). Binary logistic regression analysis showed that Ang-2 (odds ratio: 1.004, 95% confidence interval [CI]: 1.001–1.006, P = 0.003) and age (odds ratio: 1.088, 95% CI: 1.023–1.156, P = 0.007) were independently associated with impaired CFR. Furthermore, Ang-2 was a significant predictor of impaired CFR on the receiver-operating characteristic curve (P < 0.001). The area under the curve was 0.712 (95% CI: 0.612–0.813). Conclusions High serum Ang-2 levels are independently associated with impaired CFR in patients with angina in the absence of obstructive CAD.
Collapse
|
6
|
The cardiovascular risk in paediatrics: the paradigm of the obstructive sleep apnoea syndrome. BLOOD TRANSFUSION = TRASFUSIONE DEL SANGUE 2020; 18:217-225. [PMID: 32203011 DOI: 10.2450/2020.0283-19] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 11/21/2019] [Indexed: 12/15/2022]
Abstract
BACKGROUND Obstructive sleep apnoea syndrome (OSAS) describes a spectrum of abnormal breathing patterns during sleep characterised by snoring, increased upper airway resistance and pharyngeal collapsibility, with alteration of normal oxygenation and ventilation. Intermittent desaturations during sleep have multi-organ implications. Adults with OSAS have an increased risk of developing a dysfunctional endothelium that is characterised by greater adherence of inflammatory mediators to endothelial cells and hypercoagulability. There is increasing evidence to show that risk factors for comorbid cardiovascular disease (CVD) can develop during childhood and adolescence and are likely to continue over time. Risk factors for CVD include both modifiable factors and factors that cannot be changed. MATERIALS AND METHODS Using the MEDLINE® electronic database, we reviewed the scientific literature for published studies evaluating the association between sleep-disordered breathing and cardiovascular damage in children. RESULTS In this review, we show the role of blood markers in demonstrating the inflammation caused by intermitted oxygen desaturations during sleep in both healthy and obese children. Several instrumental techniques, in addition to serum biomarkers, can be used to assess vascular endothelial damage and its deterioration in the form of a pre-atherosclerotic condition. The confirmation of their role as markers of inflammation and vascular damage is supported by normalisation after resolution or improvement of the sleep-disordered breathing with surgery. DISCUSSION Great attention should be given to this condition in infants and children as it will significantly affect their present and future well-being as they grow into adulthood. Healthcare professionals, especially paediatricians, should be trained to recognise the signs and symptoms of the disease in order to send children forward for specialist care in centres dealing with sleep-disordered breathing.
Collapse
|
7
|
Lele AV, Alunpipatthanachai B, Qiu Q, Clark-Bell C, Watanitanon A, Moore A, Chesnut RM, Armstead W, Vavilala MS. Plasma Levels, Temporal Trends and Clinical Associations between Biomarkers of Inflammation and Vascular Homeostasis after Pediatric Traumatic Brain Injury. Dev Neurosci 2019; 41:177-192. [PMID: 31553988 DOI: 10.1159/000502276] [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: 05/07/2019] [Accepted: 07/22/2019] [Indexed: 01/22/2023] Open
Abstract
Expression of inflammatory (interleukin-6 [IL-6]) and vascular homeostatic (angiopoietin-2 [AP-2], endothelin-1 [ET-1], endocan-2 [EC-2]) biomarkers in pediatric traumatic brain injury (TBI) was examined in this prospective, observational cohort study of 28 children hospitalized with mild, moderate, and severe TBI by clinical measures (age, sex, Glasgow Coma Scale score [GCS], Injury Severity Score [ISS], and cerebral autoregulation status). Biomarker patterns suggest an inverse relationship between GCS and AP-2, GCS and IL-6, ISS and ET-1, but a direct relationship between GCS and ET-1 and ISS and AP-2. Biomarker patterns suggest an inverse relationship between AP-2 and ET-1, AP-2 and EC-2, but a direct relationship between AP-2 and IL-6, IL-6 and EC-2, and IL-6 and ET-1. Plasma concentrations of inflammatory and vascular homeostatic biomarkers suggest a role for inflammation and disruption of vascular homeostasis during the first 10 days across the severity spectrum of pediatric TBI. Although not statistically significant, without impact on cerebral autoregulation, biomarker patterns suggest a relationship between inflammation and alterations in vascular homeostasis. The large variation in biomarker levels within TBI severity and age groups, and by sex suggests other contributory factors to biomarker expression.
Collapse
Affiliation(s)
- Abhijit V Lele
- Department of Anesthesiology and Pain Medicine, Harborview Injury Prevention and Research Center, Harborview Medical Center, Seattle, Washington, USA, .,Harborview Injury Prevention and Research Center, University of Washington, Seattle, Washington, USA,
| | | | - Qian Qiu
- Department of Anesthesiology and Pain Medicine, Harborview Injury Prevention and Research Center, Harborview Medical Center, Seattle, Washington, USA
| | - Crystalyn Clark-Bell
- Harborview Injury Prevention and Research Center, University of Washington, Seattle, Washington, USA
| | - Arraya Watanitanon
- Harborview Injury Prevention and Research Center, University of Washington, Seattle, Washington, USA
| | - Anne Moore
- Department of Neurological Surgery and Orthopedics, Harborview Medical Center, Seattle, Washington, USA
| | - Randall M Chesnut
- Department of Neurological Surgery and Orthopedics, Harborview Medical Center, Seattle, Washington, USA
| | - William Armstead
- Department of Anethesiology and Critical Care, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Monica S Vavilala
- Department of Anesthesiology and Pain Medicine, Harborview Injury Prevention and Research Center, Harborview Medical Center, Seattle, Washington, USA.,Harborview Injury Prevention and Research Center, University of Washington, Seattle, Washington, USA
| |
Collapse
|
8
|
Suraj J, Kurpińska A, Sternak M, Smolik M, Niedzielska-Andres E, Zakrzewska A, Sacha T, Kania A, Chlopicki S, Walczak M. Quantitative measurement of selected protein biomarkers of endothelial dysfunction in plasma by micro-liquid chromatography-tandem mass spectrometry based on stable isotope dilution method. Talanta 2018; 194:1005-1016. [PMID: 30609507 DOI: 10.1016/j.talanta.2018.10.067] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Revised: 10/15/2018] [Accepted: 10/18/2018] [Indexed: 12/12/2022]
Abstract
The aim of this study was to develop and validate the novel microLC/MS-MRM method for the simultaneous quantification of six proteins: angiopoietin 2 (Angpt-2), soluble form of fms-like tyrosine kinase 1 (sFLT-1), plasminogen activator inhibitor 1 (PAI-1), tissue plasminogen activator (t-PA), endocan (ESM-1), soluble form of E-selectin (sE-sel), and one peptide: adrenomedullin (ADM) in mouse plasma. Two approaches were compared: a stable isotope dilution (SID) method- used as a reference and a modified SID (mSID) procedure. In SID strategy the calibration curves were used, whereas in mSID the ratio between the chromatogram peak area of endogenous tryptic peptides at unknown concentration to chromatogram peak area of exogenous, stable isotope-labelled internal standards (SISs) added to the sample at known concentration was calculated. The microLC/MS-MRM method in the SID approach was linear from 0.250 pmol/mL to 250 pmol/mL for Angpt-2; 5 pmol/mL to 5000 pmol/mL for sFLT-1; 2.5 pmol/mL to 5000 pmol/mL for PAI-1; 0.375 pmol/mL to 250 pmol/mL for t-PA; 0.375 pmol/mL to 187.5 pmol/mL for ESM-1; 2.5 pmol/mL to 5000 pmol/mL for sE-sel and 0.375 pmol/mL to 250 pmol/mL for ADM. LPS-induced changes in plasma assessed based on SID and mSID approaches gave comparable quantitative results and featured LPS-induced dysregulation of endothelial permeability (Angpt-2, sFLT-1), glycocalyx injury (SDC-1) accompanied by a pro-thrombotic response (PAI-1). In addition, we applied microLC/MS-MRM method with mSID strategy to analyze human plasma samples from patients with chronic myeloid leukemia (CML) and obstructive sleep apnoea (OSA) and demonstrated usefulness of the method to characterize endothelial function in humans. In conclusion, the microLC/MS-MRM method with mSID strategy applied for simultaneous quantification of protein biomarkers of endothelial function in plasma represents a novel targeted proteomic platform for the comprehensive evaluation of endothelial function in mice and humans.
Collapse
Affiliation(s)
- Joanna Suraj
- Jagiellonian University, Jagiellonian Centre for Experimental Therapeutics, Bobrzynskiego 14, 30-348 Krakow, Poland; Jagiellonian University Medical College, Faculty of Pharmacy, Chair and Department of Toxicology, Medyczna 9, 30-688 Krakow, Poland
| | - Anna Kurpińska
- Jagiellonian University, Jagiellonian Centre for Experimental Therapeutics, Bobrzynskiego 14, 30-348 Krakow, Poland
| | - Magdalena Sternak
- Jagiellonian University, Jagiellonian Centre for Experimental Therapeutics, Bobrzynskiego 14, 30-348 Krakow, Poland
| | - Magdalena Smolik
- Jagiellonian University Medical College, Faculty of Pharmacy, Chair and Department of Toxicology, Medyczna 9, 30-688 Krakow, Poland
| | - Ewa Niedzielska-Andres
- Jagiellonian University Medical College, Faculty of Pharmacy, Chair and Department of Toxicology, Medyczna 9, 30-688 Krakow, Poland
| | - Agnieszka Zakrzewska
- Jagiellonian University, Jagiellonian Centre for Experimental Therapeutics, Bobrzynskiego 14, 30-348 Krakow, Poland
| | - Tomasz Sacha
- Jagiellonian University Medical College, Faculty of Medicine, Chair and Department of Haematology, Kopernika 17, 31-501 Krakow, Poland
| | - Aleksander Kania
- Jagiellonian University Medical College, Faculty of Medicine, Department of Pulmonology, II Chair of Internal Medicine, Skawinska 8, 31-066 Krakow, Poland
| | - Stefan Chlopicki
- Jagiellonian University, Jagiellonian Centre for Experimental Therapeutics, Bobrzynskiego 14, 30-348 Krakow, Poland; Jagiellonian University Medical College, Faculty of Medicine, Chair of Pharmacology, Grzegorzecka 16, 31-531 Krakow, Poland.
| | - Maria Walczak
- Jagiellonian University, Jagiellonian Centre for Experimental Therapeutics, Bobrzynskiego 14, 30-348 Krakow, Poland; Jagiellonian University Medical College, Faculty of Pharmacy, Chair and Department of Toxicology, Medyczna 9, 30-688 Krakow, Poland.
| |
Collapse
|