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2.
Sci Rep ; 14(1): 4514, 2024 02 24.
Article in English | MEDLINE | ID: mdl-38402278

ABSTRACT

Distinct patterns of circulating microRNAs (miRNAs) were found to be involved in misguided thrombus resolution. Thus, we aimed to investigate dysregulated miRNA signatures during the acute phase of pulmonary embolism (PE) and test their diagnostic and predictive value for future diagnosis of chronic thromboembolic pulmonary hypertension (CTEPH). Microarray screening and subsequent validation in a large patient cohort (n = 177) identified three dysregulated miRNAs as potential biomarkers: circulating miR-29a and miR-720 were significantly upregulated and miR-let7a was significantly downregulated in plasma of patients with PE. In a second validation study equal expression patterns for miR-29a and miR-let7a regarding an acute event of recurrent venous thromboembolism (VTE) or deaths were found. MiR-let7a concentrations significantly correlated with echocardiographic and laboratory parameters indicating right ventricular (RV) dysfunction. Additionally, circulating miR-let7a levels were associated with diagnosis of CTEPH during follow-up. Regarding CTEPH diagnosis, ROC analysis illustrated an AUC of 0.767 (95% CI 0.54-0.99) for miR-let7a. Using logistic regression analysis, a calculated patient-cohort optimized miR-let7a cut-off value derived from ROC analysis of ≥ 11.92 was associated with a 12.8-fold increased risk for CTEPH. Therefore, miR-let7a might serve as a novel biomarker to identify patients with haemodynamic impairment and as a novel predictor for patients at risk for CTEPH.


Subject(s)
Hypertension, Pulmonary , MicroRNAs , Pulmonary Embolism , Venous Thromboembolism , Humans , Hypertension, Pulmonary/diagnosis , Hypertension, Pulmonary/genetics , Hypertension, Pulmonary/complications , Echocardiography/adverse effects , MicroRNAs/genetics , Pulmonary Embolism/diagnosis , Pulmonary Embolism/genetics , Biomarkers , Venous Thromboembolism/complications , Chronic Disease
3.
Eur Heart J ; 44(47): 4935-4949, 2023 Dec 14.
Article in English | MEDLINE | ID: mdl-37941454

ABSTRACT

BACKGROUND AND AIMS: Chronic inflammation and autoimmunity contribute to cardiovascular (CV) disease. Recently, autoantibodies (aAbs) against the CXC-motif-chemokine receptor 3 (CXCR3), a G protein-coupled receptor with a key role in atherosclerosis, have been identified. The role of anti-CXCR3 aAbs for CV risk and disease is unclear. METHODS: Anti-CXCR3 aAbs were quantified by a commercially available enzyme-linked immunosorbent assay in 5000 participants (availability: 97.1%) of the population-based Gutenberg Health Study with extensive clinical phenotyping. Regression analyses were carried out to identify determinants of anti-CXCR3 aAbs and relevance for clinical outcome (i.e. all-cause mortality, cardiac death, heart failure, and major adverse cardiac events comprising incident coronary artery disease, myocardial infarction, and cardiac death). Last, immunization with CXCR3 and passive transfer of aAbs were performed in ApoE(-/-) mice for preclinical validation. RESULTS: The analysis sample included 4195 individuals (48% female, mean age 55.5 ± 11 years) after exclusion of individuals with autoimmune disease, immunomodulatory medication, acute infection, and history of cancer. Independent of age, sex, renal function, and traditional CV risk factors, increasing concentrations of anti-CXCR3 aAbs translated into higher intima-media thickness, left ventricular mass, and N-terminal pro-B-type natriuretic peptide. Adjusted for age and sex, anti-CXCR3 aAbs above the 75th percentile predicted all-cause death [hazard ratio (HR) (95% confidence interval) 1.25 (1.02, 1.52), P = .029], driven by excess cardiac mortality [HR 2.51 (1.21, 5.22), P = .014]. A trend towards a higher risk for major adverse cardiac events [HR 1.42 (1.0, 2.0), P = .05] along with increased risk of incident heart failure [HR per standard deviation increase of anti-CXCR3 aAbs: 1.26 (1.02, 1.56), P = .03] may contribute to this observation. Targeted proteomics revealed a molecular signature of anti-CXCR3 aAbs reflecting immune cell activation and cytokine-cytokine receptor interactions associated with an ongoing T helper cell 1 response. Finally, ApoE(-/-) mice immunized against CXCR3 displayed increased anti-CXCR3 aAbs and exhibited a higher burden of atherosclerosis compared to non-immunized controls, correlating with concentrations of anti-CXCR3 aAbs in the passive transfer model. CONCLUSIONS: In individuals free of autoimmune disease, anti-CXCR3 aAbs were abundant, related to CV end-organ damage, and predicted all-cause death as well as cardiac morbidity and mortality in conjunction with the acceleration of experimental atherosclerosis.


Subject(s)
Autoantibodies , Cardiovascular Diseases , Receptors, CXCR3 , Adult , Aged , Animals , Female , Humans , Male , Mice , Middle Aged , Apolipoproteins E , Atherosclerosis , Autoantibodies/blood , Autoantibodies/immunology , Autoimmune Diseases , Cardiovascular Diseases/blood , Cardiovascular Diseases/epidemiology , Carotid Intima-Media Thickness , Heart Disease Risk Factors , Heart Failure , Receptors, Chemokine , Risk Factors , Receptors, CXCR3/immunology
4.
J Thromb Haemost ; 21(10): 2797-2810, 2023 10.
Article in English | MEDLINE | ID: mdl-37481073

ABSTRACT

BACKGROUND: Recurrent events frequently occur after venous thromboembolism (VTE) and remain difficult to predict based on established genetic, clinical, and proteomic contributors. The role of circulating microRNAs (miRNAs) has yet to be explored in detail. OBJECTIVES: To identify circulating miRNAs predictive of recurrent VTE or death, and to interpret their mechanistic involvement. METHODS: Data from 181 participants of a cohort study of acute VTE and 302 individuals with a history of VTE from a population-based cohort were investigated. Next-generation sequencing was performed on EDTA plasma samples to detect circulating miRNAs. The endpoint of interest was recurrent VTE or death. Penalized regression was applied to identify an outcome-relevant miRNA signature, and results were validated in the population-based cohort. The involvement of miRNAs in coregulatory networks was assessed using principal component analysis, and the associated clinical and molecular phenotypes were investigated. Mechanistic insights were obtained from target gene and pathway enrichment analyses. RESULTS: A total of 1950 miRNAs were detected across cohorts after postprocessing. In the discovery cohort, 50 miRNAs were associated with recurrent VTE or death (cross-validated C-index, 0.65). A weighted miRNA score predicted outcome over an 8-year follow-up period (HRSD, 2.39; 95% CI, 1.98-2.88; P < .0001). The independent validation cohort validated 20 miRNAs (ORSD for score, 3.47; 95% CI, 2.37-5.07; P < .0001; cross-validated-area under the curve, 0.61). Principal component analysis revealed 5 miRNA networks with distinct relationships to clinical phenotype and outcome. Mapping of target genes indicated regulation via transcription factors and kinases involved in signaling pathways associated with fibrinolysis. CONCLUSION: Circulating miRNAs predicted the risk of recurrence or death after VTE over several years, both in the acute and chronic phases.


Subject(s)
Circulating MicroRNA , MicroRNAs , Venous Thromboembolism , Humans , Circulating MicroRNA/genetics , Venous Thromboembolism/diagnosis , Venous Thromboembolism/genetics , Cohort Studies , Proteomics , MicroRNAs/genetics
5.
EClinicalMedicine ; 59: 101973, 2023 May.
Article in English | MEDLINE | ID: mdl-37152363

ABSTRACT

Background: Isolated pulmonary embolism (PE) appears to be associated with a specific clinical profile and sequelae compared to deep vein thrombosis (DVT)-associated PE. The objective of this study was to identify clinical characteristics that discriminate both phenotypes, and to characterize their differences in clinical outcome. Methods: We performed a systematic review and meta-analysis of studies comparing PE phenotypes. A systematic search of the electronic databases PubMed and CENTRAL was conducted, from inception until January 27, 2023. Exclusion criteria were irrelevant content, inability to retrieve the article, language other than English or German, the article comprising a review or case study/series, and inappropriate study design. Data on risk factors, clinical characteristics and clinical endpoints were pooled using random-effects meta-analyses. Findings: Fifty studies with 435,768 PE patients were included. In low risk of bias studies, 30% [95% CI 19-42%, I 2 = 97%] of PE were isolated. The Factor V Leiden [OR: 0.47, 95% CI 0.37-0.58, I 2 = 0%] and prothrombin G20210A mutations [OR: 0.55, 95% CI 0.41-0.75, I 2 = 0%] were significantly less prevalent among patients with isolated PE. Female sex [OR: 1.30, 95% CI 1.17-1.45, I 2 = 79%], recent invasive surgery [OR: 1.31, 95% CI 1.23-1.41, I 2 = 65%], a history of myocardial infarction [OR: 2.07, 95% CI 1.85-2.32, I 2 = 0%], left-sided heart failure [OR: 1.70, 95% CI 1.37-2.10, I 2 = 76%], peripheral artery disease [OR: 1.36, 95% CI 1.31-1.42, I 2 = 0%] and diabetes mellitus [OR: 1.23, 95% CI 1.21-1.25, I 2 = 0%] were significantly more frequently represented among isolated PE patients. In a synthesis of clinical outcome data, the risk of recurrent VTE in isolated PE was half that of DVT-associated PE [RR: 0.55, 95% CI 0.44-0.69, I 2 = 0%], while the risk of arterial thrombosis was nearly 3-fold higher [RR: 2.93, 95% CI 1.43-6.02, I 2 = 0%]. Interpretation: Our findings suggest that isolated PE appears to be a specific entity that may signal a long-term risk of arterial thrombosis. Randomised controlled trials are necessary to establish whether alternative treatment regimens are beneficial for this patient subgroup. Funding: None.

6.
Thromb Res ; 227: 71-81, 2023 07.
Article in English | MEDLINE | ID: mdl-37202285

ABSTRACT

BACKGROUND: Individuals with acute venous thromboembolism (VTE) constitute a heterogeneous group of patients with diverse clinical characteristics and outcome. OBJECTIVES: To identify endotypes of individuals with acute VTE based on clinical characteristics at presentation through unsupervised cluster analysis and to evaluate their molecular proteomic profile and clinical outcome. METHODS: Data from 591 individuals from the Genotyping and Molecular phenotyping of Venous thromboembolism (GMP-VTE) project were explored. Hierarchical clustering was applied to 58 variables to define VTE endotypes. Clinical characteristics, three-year incidence of thromboembolic events or death, and acute-phase plasma proteomics were assessed. RESULTS: Four endotypes were identified, exhibiting different patterns of clinical characteristics and clinical course. Endotype 1 (n = 300), comprising older individuals with comorbidities, had the highest incidence of thromboembolic events or death (HR [95 % CI]: 3.76 [1.96-7.19]), followed by endotype 4 (n = 127) (HR [95 % CI]: 2.55 [1.26-5.16]), characterised by men with history of VTE and provoking risk factors, and endotype 3 (n = 57) (HR [95 % CI]: 1.57 [0.63-3.87]), composed of young women with provoking risk factors, vs. reference endotype 2 (n = 107). The reference endotype was constituted by individuals diagnosed with PE without comorbidities, who had the lowest incidence of the investigated endpoint. Differentially expressed proteins associated with the endotypes were related to distinct biological processes, supporting differences in molecular pathophysiology. The endotypes had superior prognostic ability compared to existing risk stratifications such as provoked vs unprovoked VTE and D-dimer levels. CONCLUSION: Four endotypes of VTE were identified by unsupervised phenotype-based clustering that diverge in clinical outcome and plasmatic protein signature. This approach might support the future development of individualized treatment in VTE.


Subject(s)
Venous Thromboembolism , Female , Humans , Cluster Analysis , Prognosis , Proteomics , Risk Factors , Venous Thromboembolism/drug therapy , Male
7.
J Thromb Haemost ; 21(6): 1610-1622, 2023 06.
Article in English | MEDLINE | ID: mdl-37003466

ABSTRACT

BACKGROUND: Venous thromboembolism (VTE) is associated with excessive coagulation activity, which in part can be attributed to activation of contact system. However, the knowledge regarding the impact of contact activation in acute VTE is limited. OBJECTIVE: To unravel the involvement of contact activation in acute VTE. METHODS: Contact activation was investigated in patients with acute VTE (n = 321) and population controls without a history of VTE (n = 300). For comparison, Factor XI(a) levels, activity, and plasma kallikrein (PKa) activity were determined in plasma samples with an activated partial thromboplastin time- or thrombin generation-based assay (free FXI concentration [FXI:c] and calibrated automated thrombogram:FXIa, respectively) and with enzyme-linked immunosorbent assays for enzyme-inhibitor complexes (FXIa:alpha-1-antitrypsin [α1AT], FXIa:antithrombin [AT], FXIa:C1-inhibitor [C1Inh], and PKa:C1-inh). RESULTS: In patients with VTE, higher FXI:c levels (124 ± 37% vs 114 ± 28%), but lower calibrated automated thrombogram:FXIa levels were apparent. This was accompanied by increased FXIa:α1AT, FXIa:AT, and PKa:C1-inh levels in patients compared with controls (312pM [238-424] vs 203pM [144-288]; 29pM [23-38] vs 23pM [20-30]; 1.9nM [1.2-4.7] vs 1.4nM [0.7-3.5], respectively), whereas FXIa:C1-inh levels did not differ. Logistic regression models showed good discriminatory values for FXI:c and FXIa:α1AT (area under the curve = 0.64 [0.6/0.69] and 0.73 [0.69/0.77], respectively). After a 2-year follow-up, 81 recurrent VTE events or deaths occurred in the patient cohort, for which the baseline levels of FXIa:α1AT and FXIa:C1Inh had a significant prognostic value (Hazard ratios per SD [95% CI], 1.26 [1.10-1.45]; p =.0012 and 1.19 [1.05-1.36]; p =.0082, respectively). CONCLUSION: Our study revealed elevated FXIa levels and activity in acute VTE, which was also associated with recurrent VTE, suggesting an important risk contribution of FXI activation to VTE. The evidence provided by this study supports the utility of FXIa inhibition in the setting of acute VTE.


Subject(s)
Venous Thromboembolism , Venous Thrombosis , Humans , Factor XIa , Venous Thromboembolism/diagnosis , Factor XI , Blood Coagulation , Plasma Kallikrein , Anticoagulants , Antithrombin III
8.
J Thromb Haemost ; 21(5): 1238-1247, 2023 05.
Article in English | MEDLINE | ID: mdl-36736833

ABSTRACT

BACKGROUND: Deep vein thrombosis (DVT) is a multifactorial disease with several outcomes, but current classifications solely stratify it based on recurrence risk. OBJECTIVES: We aimed to identify DVT phenotypes and assess their relation to recurrent venous thromboembolism (VTE), postthrombotic syndrome, arterial events, and cancer. PATIENTS/METHODS: Hierarchical clustering was performed on a DVT cohort with a follow-up of up to 5 years using 23 baseline characteristics. Phenotypes were summarized by discriminative characteristics. Hazard ratios (HRs) were calculated using Cox regression; the recurrence risk was adjusted for the anticoagulant therapy duration. The study was carried out in accordance with the Declaration of Helsinki and approved by the medical ethics committee. RESULTS: In total, 825 patients were clustered into 4 phenotypes: 1. women using estrogen therapy (n = 112); 2. patients with a cardiovascular risk profile (n = 268); 3. patients with previous VTE (n = 128); and 4. patients without discriminant characteristics (n = 317). Overall, the risks of recurrence, postthrombotic syndrome, arterial events, and cancer were low in phenotype 1 (reference), intermediate in phenotype 4 (HR: 4.6, 1.2, 2.2, 1.8), and high in phenotypes 2 (HR: 6.1, 1.6, 4.5, 2.9) and 3 (HR: 5.7, 2.5, 2.3, 3.7). CONCLUSIONS: This study identified 4 distinct phenotypes among patients with DVT that are not only associated with the increasing recurrence risk but also with outcomes beyond recurrence. Our results thereby highlight the limitations of current risk stratifications that stratify based on the predictors of the recurrence risk only. Overall, risks were lowest in women using estrogen therapy and highest in patients with a cardiovascular risk profile. These findings might inform a more personalized approach to clinical management.


Subject(s)
Neoplasms , Postthrombotic Syndrome , Pulmonary Embolism , Venous Thromboembolism , Venous Thrombosis , Female , Humans , Venous Thromboembolism/diagnosis , Venous Thromboembolism/drug therapy , Venous Thromboembolism/epidemiology , Venous Thrombosis/diagnosis , Venous Thrombosis/drug therapy , Postthrombotic Syndrome/complications , Anticoagulants/therapeutic use , Neoplasms/complications , Neoplasms/diagnosis , Neoplasms/drug therapy , Estrogens/therapeutic use , Recurrence , Risk Factors , Pulmonary Embolism/drug therapy
9.
Thromb Res ; 220: 75-87, 2022 12.
Article in English | MEDLINE | ID: mdl-36274391

ABSTRACT

INTRODUCTION: There is evidence that plasma protein profiles differ in the two subtypes of pulmonary embolism (PE), isolated PE (iPE) and deep vein thrombosis (DVT)-associated PE (DVT-PE), in the acute phase. The aim of this study was to determine specific plasma signatures for proteins related to platelets in acute iPE and DVT-PE compared to isolated DVT (iDVT). METHODS: Within the Genotyping and Molecular Phenotyping of Venous ThromboEmbolism (GMP-VTE) Project, a multicenter prospective cohort study of 693 confirmed VTE cases, a highly sensitive targeted proteomics approach based on dual-antibody proximity extension assay was applied. LASSO-regularized logistic regression analysis selected 33 and 30 of 135 platelet-related candidate proteins in iPE and DVT-PE vs. iDVT, respectively. RESULTS: All regulated proteins were well associated with six prominently released platelet proteins and the majority showed specificity for iPE and DVT-PE compared to iDVT. While iPE-specific proteins were assigned to be predominantly released via shedding mechanisms and extracellular vesicles, granule secretion was identified as a major release mechanism assigned to DVT-associated PE-specific proteins. Network analysis demonstrated three interconnected clusters of specifically regulated proteins in iPE linked to immunoreceptor signaling, pathogen clearance and chemotaxis, whereas for DVT-associated PE one cluster linked to tissue remodeling and leukocyte trafficking. Machine learning-based analysis reveals specific plasma signatures and differential release mechanisms of proteins related to platelets in acute iPE and DVT-associated PE. CONCLUSION: These data suggest that the platelet protein releasate contributes to the differential regulation of plasma proteins in acute PE compared to iDVT, which may be associated with different platelet activation patterns.


Subject(s)
Pulmonary Embolism , Venous Thromboembolism , Humans , Venous Thromboembolism/complications , Prospective Studies , Blood Platelets , Pulmonary Embolism/complications , Acute Disease , Risk Factors
10.
Sci Rep ; 12(1): 9761, 2022 06 13.
Article in English | MEDLINE | ID: mdl-35697739

ABSTRACT

Animal experiments and early phase human trials suggest that inhibition of factor XIa (FXIa) safely prevents venous thromboembolism (VTE), and specific murine models of sepsis have shown potential efficacy in alleviating cytokine storm. These latter findings support the role of FXI beyond coagulation. Here, we combine targeted proteomics, machine learning and bioinformatics, to discover associations between FXI activity (FXI:C) and the plasma protein profile of patients with VTE. FXI:C was measured with a modified activated partial prothrombin time (APTT) clotting time assay. Proximity extension assay-based protein profiling was performed on plasma collected from subjects from the Genotyping and Molecular Phenotyping of Venous Thromboembolism (GMP-VTE) Project, collected during an acute VTE event (n = 549) and 12-months after (n = 187). Among 444 proteins investigated, N = 21 and N = 66 were associated with FXI:C during the acute VTE event and at 12 months follow-up, respectively. Seven proteins were identified as FXI:C-associated at both time points. These FXI-related proteins were enriched in immune pathways related to causes of thrombo-inflammation, extracellular matrix interaction, lipid metabolism, and apoptosis. The results of this study offer important new avenues for future research into the multiple properties of FXI, which are of high clinical interest given the current development of FXI inhibitors.


Subject(s)
Venous Thromboembolism , Venous Thrombosis , Animals , Apoptosis , Extracellular Matrix , Factor XIa , Humans , Inflammation , Lipid Metabolism , Mice , Venous Thrombosis/drug therapy
11.
J Thromb Haemost ; 20(3): 705-715, 2022 03.
Article in English | MEDLINE | ID: mdl-34784445

ABSTRACT

BACKGROUND: The role of platelets in the pathogenesis of venous thromboembolism (VTE) is receiving increasing attention; however, limited information is available on platelet function in the acute phase of the disease. OBJECTIVE: To characterize platelet function according to VTE phenotypes. PATIENTS/METHODS: In total, 154 subjects (isolated pulmonary embolism [iPE], n = 28; isolated deep vein thrombosis [iDVT], n = 35; DVT+PE, n = 91) were included. In this study platelet function analyzer (PFA)-200, light transmission aggregometry (LTA), thrombin generation (TG) in presence (PRP) and absence (PFP) of platelets and platelet flow cytometry were investigated. LASSO regression was used to select clinical and platelet biomarkers that distinguish between VTE phenotypes. RESULTS: PFA-200 results did not differ between VTE phenotypes. LTA from DVT+PE subjects showed lowest maximum aggregation after epinephrine and adenosine diphosphate compared to iPE and iDVT. Lower % of PAC-1-positive platelets after in-vitro trigger were present in DVT+PE and iPE compared to iDVT. TG in PRP had lower peak height and velocity in DVT+PE and iPE against iDVT. The results of LASSO regression for the distinction between DVT+PE vs iDVT identified 18 variables (AUC =0.93) of which 72% were platelet biomarkers. For distinction between iPE and iDVT, 10 variables were selected (AUC = 0.96) of which 50% were platelet-related. Obesity was the only variable weakly discriminating between DVT+PE vs iPE (AUC = 0.66). CONCLUSION: This explorative study suggests an important distinction between PE-related phenotypes and iDVT when considering clinical and platelet function data. Lower platelet-dependent TG along with reduced platelet reactivity suggest higher platelet degranulation in PE-dependent phenotypes compared to iDVT.


Subject(s)
Pulmonary Embolism , Venous Thromboembolism , Venous Thrombosis , Humans , Phenotype , Platelet Function Tests , Pulmonary Embolism/diagnosis , Venous Thromboembolism/diagnosis , Venous Thromboembolism/genetics , Venous Thrombosis/diagnosis
12.
Blood Adv ; 5(14): 2909-2918, 2021 07 27.
Article in English | MEDLINE | ID: mdl-34309635

ABSTRACT

The obesity paradox, the controversial finding that obesity promotes disease development but protects against sequelae in patients, has been observed in venous thromboembolism (VTE). The aim of this investigation was to identify a body mass-related proteomic signature in VTE patients and to evaluate whether this signature mediates the obesity paradox in VTE patients. Data from the Genotyping and Molecular Phenotyping in Venous ThromboEmbolism Project, a prospective cohort study of 693 VTE patients, were analyzed. A combined end point of recurrent VTE or all-cause death was used. Relative quantification of 444 proteins was performed using high-throughput targeted proteomics technology. Measurements were performed in samples collected during the acute VTE event and at 12-month follow-up. An 11-protein signature (CLEC4C, FABP4, FLT3LG, IL-17C, LEP, LYVE1, MASP1, ST2, THBS2, THBS4, TSLP) for body mass in VTE patients was identified. The signature did not significantly mediate the obesity paradox (change in hazard ratio [HR]: 0.04; likelihood ratio test of nested models = 7.7; P = .74), but its main constituent protein, leptin, was inversely associated with recurrent VTE or death (adjusted HR [95% confidence interval] per standard deviation increase: 0.66 [0.46-0.94]). This relationship was significantly (P = .007) modified by markers of leptin resistance (ie, high body mass index and high circulating matrix metalloproteinase-2 levels). Although the signature did not substantially explain the obesity paradox, leptin appears to be protective against disease recurrence and death in VTE patients. This protective effect was abrogated under conditions of leptin resistance and hence was unrelated to the obesity paradox.


Subject(s)
Venous Thromboembolism , Humans , Lectins, C-Type , Matrix Metalloproteinase 2 , Membrane Glycoproteins , Obesity/complications , Obesity/genetics , Prospective Studies , Proteomics , Receptors, Immunologic , Risk Factors , Venous Thromboembolism/genetics
13.
Blood ; 137(19): 2681-2693, 2021 05 13.
Article in English | MEDLINE | ID: mdl-33529319

ABSTRACT

Patients with isolated pulmonary embolism (PE) have a distinct clinical profile from those with deep vein thrombosis (DVT)-associated PE, with more pulmonary conditions and atherosclerosis. These findings suggest a distinct molecular pathophysiology and the potential involvement of alternative pathways in isolated PE. To test this hypothesis, data from 532 individuals from the Genotyping and Molecular Phenotyping of Venous ThromboEmbolism Project, a multicenter prospective cohort study with extensive biobanking, were analyzed. Targeted, high-throughput proteomics, machine learning, and bioinformatic methods were applied to contrast the acute-phase plasma proteomes of isolated PE patients (n = 96) against those of patients with DVT-associated PE (n = 276) or isolated DVT (n = 160). This resulted in the identification of shared molecular processes between PE phenotypes, as well as an isolated PE-specific protein signature. Shared processes included upregulation of inflammation, response to oxidative stress, and the loss of pulmonary surfactant. The isolated PE-specific signature consisted of 5 proteins: interferon-γ, glial cell line-derived neurotrophic growth factor, polypeptide N-acetylgalactosaminyltransferase 3, peptidyl arginine deiminase type-2, and interleukin-15 receptor subunit α. These proteins were orthogonally validated using cis protein quantitative trait loci. External replication in an independent population-based cohort (n = 5778) further validated the proteomic results and showed that they were prognostic for incident primary isolated PE in individuals without history of VTE (median time to event: 2.9 years; interquartile range: 1.6-4.2 years), supporting their possible involvement in the early pathogenesis. This study has identified molecular overlaps and differences between VTE phenotypes. In particular, the results implicate noncanonical pathways more commonly associated with respiratory and atherosclerotic disease in the acute pathophysiology of isolated PE.


Subject(s)
Proteome , Pulmonary Embolism/metabolism , Transcriptome , Acute-Phase Proteins/biosynthesis , Adult , Aged , Atherosclerosis/complications , Comorbidity , Datasets as Topic , Female , Follow-Up Studies , Gene Expression Regulation , Glial Cell Line-Derived Neurotrophic Factor/biosynthesis , Glial Cell Line-Derived Neurotrophic Factor/genetics , Humans , Interferon-gamma/biosynthesis , Interferon-gamma/genetics , Interleukin-15 Receptor alpha Subunit/biosynthesis , Interleukin-15 Receptor alpha Subunit/genetics , Machine Learning , Male , Middle Aged , N-Acetylgalactosaminyltransferases/biosynthesis , N-Acetylgalactosaminyltransferases/genetics , Oxidative Stress , Prospective Studies , Protein Interaction Maps , Protein-Arginine Deiminase Type 2/biosynthesis , Protein-Arginine Deiminase Type 2/genetics , Pulmonary Embolism/genetics , Pulmonary Embolism/physiopathology , Pulmonary Surfactants , Quantitative Trait Loci , Venous Thromboembolism/metabolism , Polypeptide N-acetylgalactosaminyltransferase
14.
PLoS One ; 15(12): e0243487, 2020.
Article in English | MEDLINE | ID: mdl-33315883

ABSTRACT

Targeted proteomics utilizing antibody-based proximity extension assays provides sensitive and highly specific quantifications of plasma protein levels. Multivariate analysis of this data is hampered by frequent missing values (random or left censored), calling for imputation approaches. While appropriate missing-value imputation methods exist, benchmarks of their performance in targeted proteomics data are lacking. Here, we assessed the performance of two methods for imputation of values missing completely at random, the previously top-benchmarked 'missForest' and the recently published 'GSimp' method. Evaluation was accomplished by comparing imputed with remeasured relative concentrations of 91 inflammation related circulating proteins in 86 samples from a cohort of 645 patients with venous thromboembolism. The median Pearson correlation between imputed and remeasured protein expression values was 69.0% for missForest and 71.6% for GSimp (p = 5.8e-4). Imputation with missForest resulted in stronger reduction of variance compared to GSimp (median relative variance of 25.3% vs. 68.6%, p = 2.4e-16) and undesired larger bias in downstream analyses. Irrespective of the imputation method used, the 91 imputed proteins revealed large variations in imputation accuracy, driven by differences in signal to noise ratio and information overlap between proteins. In summary, GSimp outperformed missForest, while both methods show good overall imputation accuracy with large variations between proteins.


Subject(s)
Proteomics/methods , Adult , Aged , Algorithms , Bias , Blood Proteins/analysis , Blood Proteins/standards , Female , Humans , Interleukin-6/blood , Interleukin-6/standards , Limit of Detection , Male , Middle Aged , Multivariate Analysis , Proteomics/standards , Quality Control , Venous Thromboembolism/metabolism , Venous Thromboembolism/pathology
15.
J Clin Med ; 9(10)2020 Oct 13.
Article in English | MEDLINE | ID: mdl-33066188

ABSTRACT

Venous thromboembolism (VTE) is a life-threatening disease with risk of recurrence. Oral anticoagulation (OAC) with vitamin K antagonists (VKA) is effective to prevent thromboembolic recurrence. We aimed to investigate the quality of OAC of VTE patients in regular medical care (RMC) compared to a telemedicine-based coagulation service (CS). The thrombEVAL study (NCT01809015) is a prospective, multi-center study to investigate OAC treatment (recruitment: January 2011-March 2013). Patients were evaluated using clinical visits, computer-assisted personal interviews, self-reported data and laboratory measurements according to standard operating procedures. Overall, 360 patients with VTE from RMC and 254 from CS were included. Time in therapeutic range (TTR) was higher in CS compared to RMC (76.9% (interquartile range [IQR] 63.2-87.1%) vs. 69.5% (52.3-85.6%), p < 0.001). Crude rate of thromboembolic events (rate ratio [RR] 11.33 (95% confidence interval [CI] 1.85-465.26), p = 0.0015), clinically relevant bleeding (RR 6.80 (2.52-25.76), p < 0.001), hospitalizations (RR 2.54 (1.94-3.39), p < 0.001) and mortality under OAC (RR 5.89 (2.40-18.75), p < 0.001) were consistently higher in RMC compared with CS. Patients in RMC had higher risk for primary outcome (clinically relevant bleedings, thromboembolic events and mortality, hazard ratio [HR] 5.39 (95%CI 2.81-10.33), p < 0.0001), mortality (HR 5.54 (2.22-13.84), p = 0.00025), thromboembolic events (HR 6.41 (1.51-27.24), p = 0.012), clinically relevant bleeding (HR 5.31 (1.89-14.89), p = 0.0015) and hospitalization (HR 1.84 (1.34-2.55), p = 0.0002). Benefits of CS care were still observed after adjusting for comorbidities and TTR. In conclusion, anticoagulation quality and outcome of VTE patients undergoing VKA treatment was significantly better in CS than in RMC. Patients treated in CS had lower rates of adverse events, hospitalizations and lower mortality. CS was prognostically relevant, beyond providing advantages of improved international ratio (INR) monitoring.

16.
J Clin Med ; 9(9)2020 Sep 07.
Article in English | MEDLINE | ID: mdl-32906769

ABSTRACT

Background. Anticoagulant therapy, the cornerstone treatment in acute venous thromboembolism (VTE), strongly impacts thrombin generation (TG). Until now, the appearance of the TG curve in platelet rich plasma (PRP) from patients with acute VTE has not been investigated. Methods. We analyzed the shape of TG curves measured in PARP of 180 acute VTE patients. Results. Normal shape of TG curves was observed in 110 patients, 50 patients showed no TG and 20 patients showed biphasic TG curve. The linear regression analysis, adjusted for age, sex, VTE clinical phenotypes and therapy showed that the appearance of biphasic curves is significantly associated with female sex, presence of cancer and therapy with Factor Xa inhibitors. Conclusions. This study demonstrated that despite taking anticoagulants, TG in presence of platelets is still present in the majority of acute VTE patients. Appearance of unusual TG curves is strongly related to the intake of anti-Factor Xa inhibitors. The clinical relevance of biphasic TG curve appearance requires further investigation.

17.
EBioMedicine ; 60: 102978, 2020 Oct.
Article in English | MEDLINE | ID: mdl-32920367

ABSTRACT

BACKGROUND: The pathogenesis of arterial and venous thrombosis is in large part interlaced. How much platelet phenotype relates to acute venous thromboembolism (VTE) independent of the underlying cardiovascular profile is presently poorly investigated. METHODS: Platelet count and mean platelet volume (MPV), platelet aggregation in whole blood and platelet rich plasma (PRP), platelet-dependent thrombin generation (TG) and platelet surface activation markers were measured under standardized conditions. Machine learning was applied to identify the most relevant characteristics associated with VTE from a large array (N = 58) of clinical and platelet-related variables. FINDINGS: VTE cases (N = 159) presented with lower platelet count and MPV vs controls (N = 140). Whole blood aggregation showed shorter collagen/Epinephrine closure times in cases, particularly within acetylsalicylic acid (ASA) users. Within ASA users, higher PRP aggregation after adenosine diphosphate (ADP), epinephrine, collagen and arachidonic acid was observed in cases vs controls. Within non-ASA and/or subjects on anticoagulants, cases presented with lower aggregation after ADP and collagen vs controls. Lower platelet-dependent TG, higher CD63 on resting and lower PAC-1 expression after collagen/ADP in-vitro stimulated platelets further characterized VTE cases vs controls, independent of therapy. Lasso regression analysis identified 26 variables associated with VTE of which 69% were platelet-related. INTERPRETATION: Comprehensive phenotyping of platelet function identified a large proportion of low responders to ASA in VTE cases. Lower platelet-dependent TG and lower platelet reactivity after ex-vivo stimulation characterized the "platelet exhausted syndrome" in cases. Finally, from a large array of covariates including clinical risk factors, platelet biomarkers comprised 69% of all selected variables differentiating VTE cases vs controls. FUNDING: German Federal Ministry of Education and Research, CTH-Mainz and Bayer AG.


Subject(s)
Blood Platelets/metabolism , Disease Susceptibility , Venous Thromboembolism/etiology , Venous Thromboembolism/metabolism , Acute Disease , Aged , Biomarkers , Female , Humans , Immunophenotyping , Machine Learning , Male , Middle Aged , Platelet Activation , Platelet Aggregation , Platelet Count , Platelet Function Tests , Risk Factors , Thrombin/biosynthesis , Venous Thromboembolism/diagnosis
18.
Thromb Haemost ; 120(4): 538-564, 2020 Apr.
Article in English | MEDLINE | ID: mdl-32289858

ABSTRACT

Thrombo-inflammation describes the complex interplay between blood coagulation and inflammation that plays a critical role in cardiovascular diseases. The third Maastricht Consensus Conference on Thrombosis assembled basic, translational, and clinical scientists to discuss the origin and potential consequences of thrombo-inflammation in the etiology, diagnostics, and management of patients with cardiovascular disease, including myocardial infarction, stroke, and peripheral artery disease. This article presents a state-of-the-art reflection of expert opinions and consensus recommendations regarding the following topics: (1) challenges of the endothelial cell barrier; (2) circulating cells and thrombo-inflammation, focused on platelets, neutrophils, and neutrophil extracellular traps; (3) procoagulant mechanisms; (4) arterial vascular changes in atherogenesis; attenuating atherosclerosis and ischemia/reperfusion injury; (5) management of patients with arterial vascular disease; and (6) pathogenesis of venous thrombosis and late consequences of venous thromboembolism.


Subject(s)
Atherosclerosis/immunology , Cardiovascular Diseases/immunology , Endothelium, Vascular/physiology , Inflammation/immunology , Neutrophils/immunology , Venous Thromboembolism/immunology , Animals , Atherosclerosis/diagnosis , Atherosclerosis/therapy , Blood Coagulation , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/therapy , Expert Testimony , Humans , Immunity, Innate , Thrombosis , Venous Thromboembolism/diagnosis , Venous Thromboembolism/therapy
19.
Chest ; 158(1): 341-349, 2020 07.
Article in English | MEDLINE | ID: mdl-32217063

ABSTRACT

BACKGROUND: Isolated PE is associated with a higher burden of atherosclerotic disease than other manifestations of VTE. RESEARCH QUESTION: We hypothesized that the presence of isolated PE may signal a chronically elevated risk of arterial thrombotic disease. STUDY DESIGN AND METHODS: Data from the VTEval Study, a prospective cohort study enrolling individuals with clinical suspicion and imaging-based diagnosis or exclusion of VTE, were analyzed. Patients with PE received whole-leg ultrasonography to assess presence of DVT. Regularized logistic regression identified features that discriminate between isolated PE and other VTE phenotypes at clinical presentation. Survival analyses were performed to evaluate the crude and adjusted 3-year risks of arterial thrombotic disease, recurrent VTE, and death. RESULTS: The sample comprised 510 patients. Isolated PE patients (n = 63) had a distinct clinical profile from patients with other VTE phenotypes (n = 447). COPD, peripheral artery disease, atrial fibrillation, and coronary artery disease were significantly more prevalent among patients with isolated PE. Isolated PE patients had significantly higher risk (incidence rate ratio vs DVT-associated PE, 3.7 (95% CI, 1.3-10.8, P = .009); vs isolated DVT, 4.8 (1.7-14.3, P = .001) of arterial thrombotic events (ie, myocardial infarction, stroke/transient ischemic attack). After adjustment for clinical profile and medication intake, the risk of arterial thrombotic events for patients with isolated PE remained quadruple that of other VTE phenotypes (hazard ratio [HR], 3.8 [1.3-10.9], P = .01). INTERPRETATION: Patients with isolated PE are at higher risk for arterial thrombosis and may require screening for arterial disease and development of novel therapeutic strategies. CLINICAL TRIAL REGISTRATION: NCT02156401.


Subject(s)
Atherosclerosis/epidemiology , Pulmonary Embolism/complications , Thrombosis/epidemiology , Aged , Atherosclerosis/diagnosis , Cohort Studies , Female , Humans , Incidence , Logistic Models , Male , Middle Aged , Pulmonary Embolism/diagnosis , Pulmonary Embolism/mortality , Risk Factors , Thrombosis/diagnosis
20.
J Clin Med ; 9(3)2020 Feb 28.
Article in English | MEDLINE | ID: mdl-32121153

ABSTRACT

Oral anticoagulation (OAC) is effective at preventing and treating thromboses and thromboembolism in patients with normal renal function. We aimed to research the impact of severe renal failure (RF) on patient outcome and to determine the potential benefit of caring for these patients in a specialized coagulation service (CS). A total of 1516 usual medical care patients and 756 CS-managed patients of the thrombEVAL multicenter (21 centers), prospective, cohort study (NCT01809015) were analyzed in a 3-year follow-up. Patients with RF (serum creatinine >3 mg/dL, no renal replacement therapy) were compared to patients without RF in usual care and a CS. The fluctuations in the international normalized ratios were significantly lower in CS-managed patients, and regardless of treatment in usual care or a CS, the time in therapeutic range was significantly lower in RF patients. Cox regression-adjusted hazard ratios for long-term outcome (1.5, 95% CI: 1.22-1.83, p < 0.001), death (1.62, CI: 1.27-2.08, p < 0.001), and hospitalization (1.21, CI: 1.02-1.44, p = 0.032) were significantly higher in RF patients in usual care. Furthermore, there was a trend of more bleeding events in RF patients. CS-treated patients had significantly lower adjusted hazard ratios for death (0.24, CI: 0.14-0.39, p < 0.001), hospitalizations (0.41, CI: 0.34-0.5, p < 0.001), clinically relevant bleeding (0.29, CI: 0.18-0.47, p < 0.001), and major bleeding (0.33, CI: 0.18-0.59, p < 0.001). Thus, patients who required oral anticoagulation therapy benefitted significantly from being managed in a specialized coagulation service, regardless of their renal function.

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