scholarly journals Approaches to Assessing the Quality of Observational Studies of Clinical Practice Based on the Big Data Analysis

2021 ◽  
Vol 17 (4) ◽  
pp. 584-593
Author(s):  
S. R. Gilyarevsky

The article is devoted to the discussion of the problems of assessing the quality of observational studies in real clinical practice and determining their place in the hierarchy of evidence-based information. The concept of “big data” and the acceptability of using such a term to refer to large observational studies is being discussed. Data on the limitations of administrative and claims databases when performing observational studies to assess the effects of interventions are presented. The concept of confounding factors influencing the results of observational studies is discussed. Modern approaches to reducing the severity of bias in real-life clinical practice studies are presented. The criteria for assessing the quality of observational pharmacoepidemiological studies and the fundamental differences between such studies and randomized clinical trials are presented. The results of systematic reviews of real-life clinical trials to assess the effects of direct oral anticoagulants are discussed. 

2020 ◽  
Vol 10 (4) ◽  
pp. 266-276 ◽  
Author(s):  
Carlo Lavalle ◽  
Luca Di Lullo ◽  
Antonio Bellasi ◽  
Claudio Ronco ◽  
Stefano Radicchia ◽  
...  

Background: The availability of direct oral anticoagulants (DOAC) in clinical practice has transformed the health care provided to patients for the prevention and treatment of thromboembolism. Safety and efficacy data guide clinicians in the choice of the drug used. To date, no evidence is available from head-to-head trials comparing different DOAC with regard to safety and efficacy; information is mainly derived from several meta-analyses and real-life studies. Conclusions from these studies are inconsistent and unsatisfactory. The evaluation of self-reported adverse drug reactions (ADR) available from databases of drug-regulatory agencies such as the Italian Medicines Agency (AIFA) pharmacovigilance database represents a novel aid to guide decision-making. Objective: To analyze potential suspected ADR of DOAC using a previously described risk index (RI) in daily clinical practice in Italy. Methods: The National Pharmacovigilance Network database (from the AIFA website) was searched in order to retrieve information on all ADR related to oral anticoagulants occurring from 2013 to 2018. The ADR RI for each drug was calculated, where an RI = 1 indicates a balance between the percentage of ADR share and the percentage of market share for each DOAC; and an RI <1 indicates a rate of ADR lower than the rate of market share (safer DOAC). The following DOAC molecules were considered: dabigatran, rivaroxaban, apixaban, and edoxaban. Results: The results showed that rivaroxaban is the DOAC with the lowest RI among the 4 molecules available today in Italy. Conclusions: Based on the RI, we identified rivaroxaban as the DOAC having the best safety profile.


2013 ◽  
Vol 34 (1) ◽  
pp. E3 ◽  
Author(s):  
Peter D. Angevine ◽  
Paul C. McCormick

The routine practice of neurosurgery generates a large amount of clinical data. The structured, systematic capture of this information using clinical registries or other rigorously designed observational studies can yield useful evidence to help improve the care of patients. Registries in particular can be designed to measure outcomes in real-world clinical settings and to study differences in outcomes between subgroups. This information can help clinicians to advise patients regarding their treatment options. To provide valid, generalizable evidence, however, registries and other observational studies must be designed and conducted with a rigor similar to that of randomized clinical trials. Neurosurgeons with a basic understanding of the potential advantages and pitfalls of nonrandomized trials and the methods of statistical analysis will be able to assess the quality of clinical data and to incorporate the findings appropriately into their patients' care.


2021 ◽  
pp. 106-126
Author(s):  
Т. N. Novikova

This review is devoted to the safety issues of anticoagulant therapy prescribed for the prevention of stroke and systemic embolism in patients with atrial fibrillation. Direct oral anticoagulants are considered worldwide in accordance with the guidelines for the diagnosis and treatment of atrial fibrillation as the preferred anticoagulant choice for the prevention of stroke and systemic embolism. Direct oral anticoagulants in comparison with vitamin K antagonists generally have similar efficacy, but different safety profiles, primarily, this concerns the risk of large extracranial and, primarily, gastrointestinal hemorrhages. To minimize the risk of bleeding during therapy with direct oral anticoagulants, an individual approach to the choice of the drug for each individual patient is required after assessing the risk of bleeding, searching for a potential bleeding substrate, correcting existing risk factors and eliminating, if possible, the substrate. When choosing an anticoagulant therapy, special attention should be paid to the most vulnerable categories of patients, such as patients of older age groups and patients with concomitant chronic kidney disease. Among the direct oral anticoagulants registered in the Russian Federation, according to meta-analyzes of key randomized clinical trials and real clinical trials, apixaban has the most optimal benefit: risk ratio in a wide range of patients, including vulnerable populations. Dynamic observation, including regular assessment of renal function, control of clinical blood analysis, erythrocyte and platelet levels, after prescribing an individually selected anticoagulant to the patient, ensures the maximum safety of therapy. Small, so-called, annoying bleeding is not a reason for canceling the anticoagulant, but requires a careful search for the causes of bleeding and their correction.


Blood ◽  
2021 ◽  
Vol 138 (Supplement 1) ◽  
pp. 4188-4188
Author(s):  
Waail Rozi Kashgary ◽  
Elrazi Awadelkarim Awadelkarim Hamid Ali ◽  
Alaa Rahhal ◽  
Abdulrahman F Al-Mashdali ◽  
Yousef Hailan ◽  
...  

Abstract Introduction: Sickle Cell Disease (SCD) is a hemolytic disorder with an increased risk of venous thromboembolism (VTE). By the age of 40 years around 11-12% of sickle cell disease patients will have at least one episode of VTE. VTE among patients with SCD is associated with a two to four times increase in mortality compared to SCD patients without VTE. Nevertheless, the evidence guiding VTE management in SCD, specifically in terms of anticoagulant choice, is scarce. Therefore, we conducted a systematic review that evaluates the effectiveness and safety of direct oral anticoagulants (DOACs) in SCD with VTE. Methods: We performed a systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. We searched the English literature (PubMed, SCOPUS, and Google Scholar) for randomized controlled trials, observational studies, reviews, case series, and case reports for patients with SCD treated with DOAC for thromboembolic disease. We used the terms in combination: "Sickle cell disease" or "Sickle cell anemia", and "DOAC", "rivaroxaban", "apixaban", "dabigatran" "edoxaban". The search included all articles published up to 20th April 2021. Quality and risk of bias assessment were done by two independent authors for each included study. Results: A total of 7 articles were included; four observational studies, and three case series addressing this matter. Patel A et al. found that the use of DOACs, including rivaroxaban, dabigatran, and apixaban in comparison to vitamin K antagonists (VKAs) and low molecular weight heparin (LMWH) for the treatment of VTE in SCD among adults was associated with similar VTE recurrence rate and a better safety profile in terms of a significant reduction in major bleeding events. Similarly, Roberts MZ et al. reported that the use of DOACs for VTE treatment in SCD compared to VKAs resulted in similar effectiveness in terms of VTE recurrence, but the use of DOACs was associated with a similar safety in comparison to VKAs in contrary to the results reported by Patel A et al. in their retrospective study. With regards to the risk of major hemorrhagic events associated with the use of non-VKAs, Gupta VK et al. showed that among 55 patients with SCD treated with VKAs, DOACs, or injectable anticoagulants, only patients treated with VKAs had major bleeding events. Discussion: The current data demonstrated that the use of DOACs for VTE in SCD has similar effectiveness in the prevention of VTE recurrence in comparison to other anticoagulants, including VKAs and injectable anticoagulants with a better safety profile. However, given the absence of clinical practice guidelines for the treatment of VTE among patients with SCD, the clinical practice guidelines recommendations for VTE treatment can be applied to patients with SCD. According to the latest CHEST guidelines (2016) for the treatment of VTE, the use of DOACs is recommended in patients with VTE over VKAs. Similarly, the latest American Society of Hematology (2020) guidelines for VTE suggest the use of DOACs over VKAs, except among patients with renal insufficiency (creatinine clearance less than 30 mL/min), moderate to severe liver disease, or those with antiphospholipid syndrome. Conclusion: In view of the current evidence and based on the results observed; using DOACs was associated with lesser bleeding incidence and fewer complications comparing to VKAs. We think it is rational to use DOACs for VTE treatment among patients with SCD rather than use VKAs. Figure 1 Figure 1. Disclosures No relevant conflicts of interest to declare.


Blood ◽  
2020 ◽  
Vol 135 (5) ◽  
pp. 335-343 ◽  
Author(s):  
Char Witmer ◽  
Leslie Raffini

Abstract Venous thromboembolism (VTE) is rare in healthy children, but is an increasing problem in children with underlying medical conditions. Pediatric VTE encompasses a highly heterogenous population, with variation in age, thrombosis location, and underlying medical comorbidities. Evidence from pediatric clinical trials to guide treatment of VTE is lacking so treatment is often extrapolated from adult trials and expert consensus opinion. Aspects unique to children include developmental hemostasis and the major role of central venous access devices. There is an absence of information regarding the optimal target levels of anticoagulation for neonates and infants and lack of suitable drug formulations. Anticoagulants, primarily low-molecular-weight heparin and warfarin, are used to treat children with symptomatic VTE. These drugs have significant limitations, including the need for subcutaneous injections and frequent monitoring. Randomized clinical trials of direct oral anticoagulants in pediatric VTE are ongoing, with results anticipated soon. These trials will provide new evidence and options for therapy that have the potential to improve care. International collaborative registries offer the ability to study outcomes of rare subgroups of pediatric VTE (eg, renal vein thrombosis), and will be important to ultimately guide therapy in a more disease-specific manner.


2021 ◽  
Vol 41 (01) ◽  
pp. 031-034
Author(s):  
Gian Marco De Marchis

AbstractDirect oral anticoagulants (DOACs) are recommended over vitamin K antagonists (VKAs) in patients with atrial fibrillation (AF) and ischemic stroke. The main advantage of DOAC over VKA is the lower rate of bleeding and mortality. This review covers challenges clinicians can encounter when treating patients with AF and ischemic stroke, including timing of DOAC start and ongoing randomized clinical trials, appropriate dosing, and available comparative evidence across DOACs. For patients without AF but with an ischemic stroke, the review outlines the role of DOACs. Finally, the risk of thrombotic events associated with specific DOAC reversal agents and DOAC pausing is reviewed.


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