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-acetylgalactosaminyltransferaseABSTRACT
AIMS: Evidence regarding the health burden of chronic venous insufficiency (CVI), its clinical determinants, and impact on outcome is scarce. METHODS AND RESULTS: Systematic phenotyping of CVI according to established CEAP (Clinical-Etiologic-Anatomic-Pathophysiologic) classification was performed in 12 423 participants (age range: 40-80 years) of the Gutenberg Health Study from April 2012 to April 2017. Prevalence was calculated age- and sex-specifically. Multivariable Poisson regression models were calculated to evaluate the relation of CVI with cardiovascular comorbidities. Survival analyses were carried out to assess the CVI-associated risk of death. Replication of findings was done in an independent cohort study (MyoVasc, NCT04064450). The prevalence of telangiectasia/reticular, varicose veins, and CVI was 36.5% [95% confidence interval (CI), 35.6-37.4%], 13.3% [12.6-13.9%], and 40.8% [39.9-41.7%], respectively. Age, female sex, arterial hypertension, obesity, smoking, and clinically overt cardiovascular disease were identified as clinical determinants of CVI. Higher CEAP classes were associated with a higher predicted 10-year risk for incident cardiovascular disease in individuals free of cardiovascular disease (n = 9923). During a mean follow-up of 6.4 ± 1.6 years, CVI was a strong predictor of all-cause death independent of the concomitant clinical profile and medication [hazard ratio (HR) 1.46 (95% CI 1.19-1.79), P = 0. 0003]. The association of CVI with an increased risk of all-cause death was externally validated in the MyoVasc cohort [HR 1.51 (95% CI 1.11-2.05), P = 0.009]. CONCLUSION: Chronic venous insufficiency is highly prevalent in the population and is associated with the presence of cardiovascular risk factors and disease. Individuals with CVI experience an elevated risk of death, which is independent of age and sex, and present cardiovascular risk factors and comorbidities.
Subject(s)
Cardiovascular Diseases , Varicose Veins , Venous Insufficiency , Adult , Aged , Aged, 80 and over , Cardiovascular Diseases/epidemiology , Chronic Disease , Cohort Studies , Female , Humans , Middle Aged , Prevalence , Venous Insufficiency/epidemiologySubject(s)
Fibrin Fibrinogen Degradation Products/analysis , Glomerular Filtration Rate , Renal Insufficiency/blood , Venous Thromboembolism/blood , Adult , Aged , Algorithms , Computed Tomography Angiography , False Positive Reactions , Female , Humans , Male , Middle Aged , Probability , Prospective Studies , Pulmonary Embolism/blood , Renal Insufficiency/complications , Sensitivity and Specificity , Venous Thrombosis/bloodABSTRACT
OBJECTIVE: To compare the incidence of expulsion for different copper intrauterine device (IUD) shapes. STUDY DESIGN: We conducted a secondary analysis of the ongoing, prospective, non-interventional European Active Surveillance Study on LCS12 (EURAS-LCS12). Users of newly inserted IUDs were recruited in 10 European countries via a network of approximately 1200 clinicians. We restricted the analysis to copper IUD users. In the main analysis, we classified copper IUDs by shape [Nova-T frame, Tatum-T frame, Multiload frame, frameless IUDs and intrauterine balls], without differentiation of size. We calculated the cumulative incidence, crude, and adjusted hazard ratios for expulsion. Covariates included in the adjusted analyses were age, BMI, parity, education, income, IUD user status, marital status, length of device, heavy menstrual bleeding, and clinician's experience. RESULTS: We included 26,381 copper IUD users from the EURAS-LCS12 dataset for this study. The most frequently used IUD shape was the Nova-T frame (14,724 [55.8%]) followed by the Tatum-T frame (4276 [16.2%]), frameless IUDs (3374 [12.8%]), Multiload frame (2962 [11.2%]), and intrauterine balls (IUBs) (1045 [4.0%]). Cox regression analysis regarding expulsions yielded an adjusted hazard ratio of 0.8 (95% CI, 0.7-1.0), 1.3 (95% CI, 1.0-1.8), 1.6 (95% CI, 1.2-2.1) and 3.6 (95% CI, 2.7-4.9) for Nova-T frame IUD, frameless IUDs, Multiload frame IUDs and IUBs versus Tatum-T frame IUD, respectively. CONCLUSION: The risk of expulsion following placement of a copper IUD is related to IUD shape, with Nova-T frame and Tatum-T frame IUDs demonstrating the lowest risk. IMPLICATIONS: Our finding of a higher risk of expulsion observed with Multiload frame, frameless, and intrauterine ball copper IUDs compared to Tatum-T frame and Nova-T frame devices during real world use has clinical importance. Clinicians may choose to use these data when counseling patients.
ABSTRACT
OBJECTIVES: To investigate the impact of lockdown policies on the recruitment of an ongoing cohort study. STUDY DESIGN: We performed descriptive analyses of recruitment, dropout, and baseline characteristics over time. Oxford Stringency Index was used to assess the impact of regional constraints on recruitment. RESULTS: Drop in recruitment clearly reflected the Stringency Index within the first months of the pandemic. Unexpectedly, drop-out rates declined in 2020/2021. Baseline characteristics were comparable, yet younger women were recruited more frequently during the pandemic. CONCLUSIONS: There was no strong evidence of recruitment bias due to the pandemic. IMPLICATIONS: The COVID-19 pandemic is a potential source of bias for ongoing studies and its influence on the study conduct (e.g., recruitment, drop-out) should be thoroughly evaluated to ensure that study results are not biased in this regard. The Oxford's Government Stringency Index can be used to identify pandemic-affected time periods.
Subject(s)
COVID-19 , Intrauterine Devices, Medicated , Female , Humans , Cohort Studies , Levonorgestrel , Pandemics , Communicable Disease ControlABSTRACT
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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/diagnosisABSTRACT
Endogenous arginine derivatives homoarginine, asymmetric dimethylarginine (ADMA) and symmetric dimethyarginine (SDMA) are independent mortality predictors in atherosclerotic cardiovascular disease (CVD). Our study reports the first analysis, whether homoarginine, ADMA and SDMA predict venous thromboembolism (VTE) recurrence and overall mortality in patients with suspected acute VTE. We assessed serum levels of homoarginine, ADMA and SDMA by LC-MS/MS in 865 individuals from a prospective consecutive cohort of patients with clinical suspicion of VTE. The median follow-up time for mortality was 1196 days. VTE was confirmed by imaging in 418 patients and excluded in 447 patients. Low levels of homoarginine and high levels of ADMA or SDMA independently predicted all-cause mortality after adjustment for sex, age, oral anticoagulants, body mass index, arterial hypertension, diabetes mellitus, smoking, dyslipidemia, chronic heart failure, history of stroke, creatinine and cancer both in patients with VTE and without VTE. Interestingly, none of those parameters was predictive for VTE recurrence. We provide the first report that low circulating levels of homoarginine and high circulating levels of ADMA and SDMA independently predict all-cause mortality in patients with suspected VTE. These parameters might serve as markers of "frailty" and should be considered for future risk stratification approaches in this clinical population. Taking into account that homoarginine supplementation is protective in animal models of CVD and safe in healthy human volunteers, our study provides the basis for future homoarginine supplementation studies in patients with suspected VTE to investigate possible direct protective effects of homoarginine in this population.
Subject(s)
Arginine/blood , Homoarginine/blood , Venous Thromboembolism/mortality , Adult , Age Factors , Aged , Body Mass Index , Female , Heart Rate/physiology , Humans , Male , Middle Aged , Prognosis , Prospective Studies , Sex Factors , Survival Rate , Venous Thromboembolism/bloodABSTRACT
AIMS: Although depressive symptoms are highly prevalent in patients receiving oral anticoagulation (OAC), the relevance of depression for the outcome of anticoagulated individuals is unknown. METHODS AND RESULTS: We analysed data from the multicentre cohort study thrombEVAL (NCT01809015) investigating the efficacy of OAC with vitamin K antagonists. There was an independent study monitoring, and an independent review panel assessed the endpoints. Out of n = 1558 participants, information about depressive symptoms, as measured by the two-item screener of the patient health questionnaire (PHQ-2), was available in n = 1405 individuals. The mean follow-up period was 28.04 months, with a standard deviation of 11.52 months. In multivariable Cox regression analysis, baseline PHQ-2 sum score was a strong and robust predictor of clinically relevant bleeding [hazard ratio (HR) 1.13, 95% confidence interval 1.03-1.24; P = 0.011] and all-cause mortality (HR 1.18, 1.08-1.28; P = 0.001) independent of age, sex, high school graduation, partnership, clinical profile, intake of serotonin reuptake inhibitors, and quality of OAC therapy. Individuals with clinically significant depressive symptoms (PHQ-2 ≥ 3) had a 57% increased risk for clinically relevant bleeding (fully adjusted HR 1.57, 1.08-2.28) and 54% greater risk for death (fully adjusted HR 1.54, 1.09-2.17). There was no association of depressive symptoms with thromboembolic events. For hospitalization, individuals with depressive symptoms (PHQ-2 ≥ 3) did not experience an elevated risk in the fully adjusted model (HR 1.08, 0.86-1.35; P = 0.52). CONCLUSION: Assessment of depression by the PHQ-2 provided independent long-term prognostic information beyond common biomedical risk factors. These findings highlight the need for targeting depressive symptoms in the management of patients receiving OAC therapy.
Subject(s)
Depression , Thromboembolism , Anticoagulants/adverse effects , Cohort Studies , Depression/diagnosis , Depression/drug therapy , Depression/epidemiology , Humans , Thromboembolism/diagnosis , Thromboembolism/epidemiology , Thromboembolism/prevention & control , Vitamin KABSTRACT
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/geneticsABSTRACT
To evaluate the cost-saving of a specialized, eHealth-based management service (CS) in comparison to regular medical care (RMC) for the management of patients receiving oral anticoagulation (OAC) therapy. Costs of hospitalization were derived via diagnosis-related groups which comprise diagnoses (ICD-10) and operation and procedure classification system (OPS), which resulted in OAC-related (i.e. bleeding/ thromboembolic events) and non-OAC-related costs for both cohorts. Cost for anticoagulation management comprised INR-testing, personnel, and technical support. In total, 705 patients were managed by CS and 1490 patients received RMC. The number of hospital stays was significantly lower in the CS cohort compared to RMC (CS: 23.4/100 py; RMC: 68.7/100 py); with the most pronounced difference in OAC-related admissions (CS: 2.8/100 py; RMC: 13.3/100 py). Total costs for anticoagulation management amounted to 101 EUR/py in RMC and 311 EUR/py in CS, whereas hospitalization costs were 3261 [IQR 2857-3689] EUR/py in RMC and 683 [504-874] EUR/py in CS. This resulted in an overall cost saving 2368 EUR/py favoring the CS. The lower frequency of adverse events in anticoagulated patients managed by the telemedicine-based CS compared to RMC translated into a substantial cost-saving, despite higher costs for the specialized management of patients.Trial registration: ClinicalTrials.gov, unique identifier NCT01809015, March 8, 2013.
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.
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/pathologyABSTRACT
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/diagnosisABSTRACT
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.
ABSTRACT
Cardiovascular and especially thrombotic diseases remain a major cause of morbidity and mortality worldwide. In past years, significant improvements in understanding disease processes, risk assessment, and prediction of clinical outcome in the field of thrombosis and haemostasis have been made by using large-scale biodatabases. These important research resources enable a comprehensive research approach by integrating clinical, environmental, genomic, and molecular information. Cutting edge, high throughput technologies open new data dimensions for clinical large-scale investigations. Joining multiple information levels from several pathophysiological pathways in contrast to a single marker approach might better model the complexity of disease pathogenesis. This review focuses on the possibilities that ultimately allow conducting wide-scale analyses for unravelling the multifaceted interplay between coagulation and cellular (e.g., platelets) elements in the development of thrombotic disease. It further provides examples for the use of biodatabases in the field of venous thromboembolism, explores the links between venous and arterial thrombotic diseases, and finally informs on the current use of platelet biomarkers in the thrombosis and haemostasis field.
Subject(s)
Blood Coagulation , Blood Platelets/physiology , Databases, Factual , Precision Medicine/methods , Thrombosis/physiopathology , Biomarkers/metabolism , Blood Platelets/metabolism , Humans , Thrombosis/diagnosis , Thrombosis/immunology , Thrombosis/metabolismABSTRACT
BACKGROUND: Experimental data indicate that direct acting oral anticoagulants (DOAC) and vitamin K antagonists (VKA) may exert differential effects on cardiovascular disease. METHODS: Data from the prospective, observational, single-center MyoVasc Study were used to examine associations of DOAC as compared to VKA with subclinical markers of cardiovascular disease, cardiac function, and humoral biomarkers in heart failure (HF). RESULTS: Multivariable analysis adjusted for age, sex, traditional cardiovascular risk factors, comorbidities, and medications with correction for multiple testing demonstrated that DOAC therapy was among all investigated parameters an independent significant predictor of better diastolic function (E/E': ß - 0.24 [- 0.36/- 0.12]; P < 0.0001) and higher levels of ApoA1 (ß + 0.11 g/L [0.036/0.18]; P = 0.0038) compared to VKA therapy. In propensity score-weighted analyses, the most pronounced differences between DOAC and VKA-based therapy were also observed for E/E' (∆ - 2.36) and ApoA1 (∆ + 0.06 g/L). Sensitivity analyses in more homogeneous subsamples of (i) individuals with AF and (ii) individuals with asymptomatic HF confirmed the consistency and robustness of these findings. In the comparison of factor IIa and Xa-directed oral anticoagulation, no differences were observed regarding cardiac function (E/E' ratio: ßIIa inhibitor - 0.22 [- 0.36/- 0.08] vs. ßXa inhibitor - 0.24 [- 0.37/- 0.11]) and lipid metabolism (ApoA1: ßIIa inhibitor 0.10 [0.01/0.18] vs. ßXa inhibitor 0.12 [0.04/0.20]) compared to VKA therapy. CONCLUSION: This study provides the first evidence for differential, non-conventional associations of oral anticoagulants on cardiac function and lipid metabolism in humans. The potentially beneficial effect of DOACs in the highly vulnerable population of HF individuals needs to be further elucidated and may have implications for individually tailored anticoagulation therapy.
Subject(s)
Anticoagulants/administration & dosage , Heart Failure/drug therapy , Heart Ventricles/physiopathology , Lipid Metabolism/drug effects , Stroke Volume/drug effects , Ventricular Function, Left/drug effects , Vitamin K/antagonists & inhibitors , Administration, Oral , Adult , Aged , Aged, 80 and over , Biomarkers/blood , Female , Follow-Up Studies , Heart Failure/blood , Heart Failure/physiopathology , Heart Ventricles/drug effects , Humans , Lipids/blood , Male , Middle Aged , Prospective Studies , Treatment OutcomeABSTRACT
BACKGROUND: Although polypharmacy is associated with a negative clinical outcome in various settings and commonly observed in patients receiving oral anticoagulation therapy, evidence on the relevance for the clinical outcome of anticoagulated patients is currently limited. The aim of the study was to investigate the effect of polypharmacy on the clinical outcomes among patients taking phenprocoumon. DESIGN: Prospective cohort study. SETTING: Regular medical care. PARTICIPANTS: Information on 2011 individuals receiving vitamin K antagonists was available for analysis from the prospective multicenter thrombEVAL study. MEASUREMENTS: Data were obtained from clinical visits, computer-assisted interviews, and laboratory measurements. Information on clinical outcome was obtained during a 3-year follow-up period and subsequently validated via medical records. RESULTS: The prevalence of polypharmacy (five drugs or more) was 84.1% (n = 1691). Quality of anticoagulation therapy assessed by time in therapeutic range was lower in individuals on five to eight drugs and nine drugs or more (70.7% and 64.7%, respectively) compared with subjects without polypharmacy (73.4%). In addition, a significantly higher variability of international normalized ratio measurements was found in the presence of polypharmacy. The cumulative incidence of bleeding, hospitalization, and all-cause mortality, but not for thromboembolic events, increased across groups of medication. In adjusted Cox regression analysis, polypharmacy is an independent risk factor for bleeding (hazard ratio [HR]≥ 9 drugs vs 1-4 drugs = 1.62; 95% confidence interval [CI] = 1.04-2.52; p = .033); hospitalization (HR≥ 9 drugs vs 1-4 drugs = 1.60; 95% CI = 1.26-2.03; p < .001; and all-cause mortality (HR≥ 9 drugs vs 1-4 drugs = 2.16; 95% CI = 1.43-3.27; p < .001) in a dose-dependent relationship. Per additional drug, bleeding risk was increased by 4%. CONCLUSIONS: Polypharmacy influences the quality of anticoagulation therapy and translates into an elevated risk of adverse events in anticoagulated patients. This suggests that additional medication intake in such patients should be critically reviewed by physicians, and it highlights the importance of initiating investigations aimed at reducing multiple medication intake. J Am Geriatr Soc 67:463-470, 2019.
Subject(s)
Anticoagulants , Hemorrhage , Multiple Chronic Conditions , Polypharmacy , Vitamin K/antagonists & inhibitors , Administration, Oral , Aged , Anticoagulants/pharmacokinetics , Anticoagulants/therapeutic use , Cohort Studies , Drug Interactions , Drug Monitoring/methods , Drug Monitoring/statistics & numerical data , Female , Germany/epidemiology , Hemorrhage/chemically induced , Hemorrhage/epidemiology , Hospitalization/statistics & numerical data , Humans , International Normalized Ratio/statistics & numerical data , Male , Mortality , Multiple Chronic Conditions/drug therapy , Multiple Chronic Conditions/mortality , Prevalence , Prospective Studies , Risk FactorsABSTRACT
In contrast to overanticoagulation, evidence on risk factors and outcome of subtherapeutic oral anticoagulation (OAC) with vitamin K-antagonists (VKAs) under optimum care is limited. We investigated the clinical phenotype, anticoagulation control, and clinical outcome of 760 VKA patients who received OAC therapy by a specialized coagulation service in the thrombEVAL study (NCT01809015). During 281,934 treatment days, 278 patients experience ≥ 1 episode of subtherapeutic anticoagulation control and had lower quality of OAC therapy compared to 482 patients without subtherapeutic international normalized ratio: 67.6%, interquartile range (IQR) 54.9%/76.8% versus 81.0%, IQR 68.5%/90.4%; p < 0.001. In Cox regression analysis with adjustment for age, sex, cardiovascular risk factors, comorbidities, and treatment characteristics, female sex (hazard ratio [HR], 1.4, 95% confidence interval [CI], 1.0/1.9; p = 0.03), diabetes (HR, 1.4, 95% CI, 1.0/2.0; p = 0.03), and living alone (HR, 1.5, 95% CI, 1.1/2.1; p = 0.009) were independent risk factors of subtherapeutic anticoagulation control, whereas atrial fibrillation (HR, 0.6, 95% CI, 0.4/0.9; p = 0.02) and self-management of OAC therapy (HR, 0.2, 95% CI, 0.1/0.6; p = 0.001) were protective. In addition, active smoking (HR, 1.7, 95% CI, 0.9/3.0; p = 0.086) and living in a nursing home (HR, 1.6, 95% CI, 0.8/3.2; p = 0.15) indicated an elevated risk at the borderline of statistical significance. For the prediction of recurrent subtherapeutic anticoagulation, living alone was the only independent risk factor (HR, 1.7, 95% CI, 1.1/2.5; p = 0.013). The present study suggests that women, diabetics, and patients living alone experience an increased risk of low-quality VKA therapy and might potentially benefit from treatment with direct-acting anticoagulants.