Big Data: uma nova fronteira na pesquisa e na prática médica / Big Data: a new frontier in research and medical practice

Espera-se que a integração contínua dos avanços tecnológicos e da digitalização revolucione os sistemas de saúde e a prestação de assistência ao paciente. Esses desen-volvimentos permitiram a geração de dados detalhados associados à assistência médica, os quais podem ser aproveitados, compilados e analisados com a ajuda de ferramentas sofisticadas. O ramo da ciência que lida com o armazenamento, processamento e imple-mentação desses grandes volumes de dados foi apropriadamente denominado "big data analytics" (BDA, Análise de grandes volumes de dados). Apesar do crescente interesse no potencial da BDA no campo da assistência médica, não há uma definição concisa, sendo que a BDA é descrita de acordo com o valor que ela pode fornecer. Como as ferramentas estatísticas tradicionais não estão equipadas para lidar com esses grandes e complexos conjuntos de dados, é preciso implementar ferramentas de inteligência artificial de alta di-mensão. A BDA foi explorada em várias vias em todo o espectro de serviços de saúde, desde a automação de tarefas, até ferramentas de previsão de risco, interpretação de imagens e realização de estudos clínicos. Contudo, como essas ferramentas são diferentes da medicina tradicional, existem várias preocupações referentes a implementação, uso e segurança e privacidade de dados. Todavia, a BDA detém imenso potencial para melhorar os serviços de saúde, sendo que todas as partes envolvidas devem envidar esforços deliberados para promover a aplicação dessa área emergente da medicina.

A Controlled Trial of Rivaroxaban after Transcatheter Aortic-Valve Replacement.

BACKGROUND: Whether the direct factor Xa inhibitor rivaroxaban can prevent thromboembolic events after transcatheter aortic-valve replacement (TAVR) is unclear. METHODS: We randomly assigned 1644 patients without an established indication for oral anticoagulation after successful TAVR to receive rivaroxaban at a dose of 10 mg daily (with aspirin at a dose of 75 to 100 mg daily for the first 3 months) (rivaroxaban group) or aspirin at a dose of 75 to 100 mg daily (with clopidogrel at a dose of 75 mg daily for the first 3 months) (antiplatelet group). The primary efficacy outcome was the composite of death or thromboembolic events. The primary safety outcome was major, disabling, or life-threatening bleeding. The trial was terminated prematurely by the data and safety monitoring board because of safety concerns. RESULTS: After a median of 17 months, death or a first thromboembolic event (intention-to-treat analysis) had occurred in 105 patients in the rivaroxaban group and in 78 patients in the antiplatelet group (incidence rates, 9.8 and 7.2 per 100 person-years, respectively; hazard ratio with rivaroxaban, 1.35; 95% confidence interval [CI], 1.01 to 1.81; P = 0.04). Major, disabling, or life-threatening bleeding (intention-to-treat analysis) had occurred in 46 and 31 patients, respectively (4.3 and 2.8 per 100 person-years; hazard ratio, 1.50; 95% CI, 0.95 to 2.37; P = 0.08). A total of 64 deaths occurred in the rivaroxaban group and 38 in the antiplatelet group (5.8 and 3.4 per 100 person-years, respectively; hazard ratio, 1.69; 95% CI, 1.13 to 2.53). CONCLUSIONS: In patients without an established indication for oral anticoagulation after successful TAVR, a treatment strategy including rivaroxaban at a dose of 10 mg daily was associated with a higher risk of death or thromboembolic complications and a higher risk of bleeding than an antiplatelet-based strategy. (Funded by Bayer and Janssen Pharmaceuticals; GALILEO ClinicalTrials.gov number, NCT02556203.).

Comparison of Local Versus General Anesthesia Following Transfemoral Transcatheter Self-Expanding Aortic Valve Implantation (from the Transcatheter Valve Therapeutics Registry).

Transfemoral transcatheter aortic valve replacement (TF-TAVR) is mostly performed under general anesthesia (GA) in most US centers. We examined in-hospital and 30-day outcomes in patients who underwent TF-TAVR with a self-expanding bioprosthesis using local anesthesia (LA) or GA. Patients from the Transcatheter Valve Therapeutics Registry who underwent TF-TAVR from January 2014 to June 2016 with LA or GA were evaluated. Propensity matching was performed and procedural and clinical outcomes compared up to 30 days. A total of 11,006 patients were included (GA: 8,239 [74.9%] and LA: 2,767 [25.1%]). After propensity matching (n = 1,988 matched sets), device success was similar (94.5% vs 94.6%, p = 0.905). No differences in in-hospital stroke (2.7% vs 2.3%, p = 0.413) or paravalvular regurgitation grade (p = 0.113) were noted. Fewer LA patients were converted to open heart surgery (0.2% vs 0.6%, p = 0.076) or experienced an in-hospital major vascular complication (0.7% vs 1.4%, p = 0.026). Intensive care unit time (40.1 ± 58.4 vs 50.9 ± 72.1 hours, p < 0.001) and postprocedure length of stay (4.1 ± 3.6 vs 5.0 ± 4.5 days, p < 0.001) were significantly shorter with LA. In-hospital and 30-day all-cause mortality were lower in the LA cohort compared to the GA cohort ([1.1% vs 2.7%, p < 0.001] and [2.1% vs 3.9%, p = 0.001]). In conclusion, in the largest series of self-expanding bioprostheses for TF-TAVR, these propensity-matched cohorts demonstrate that LA is an acceptable alternative to GA with comparable success, lower safety outcomes, complications rates, and in-hospital and 30-day all-cause mortality.

Trial design: Rivaroxaban for the prevention of major cardiovascular events after transcatheter aortic valve replacement: Rationale and design of the GALILEO study.

BACKGROUND: Optimal antithrombotic treatment after transcatheter aortic valve replacement (TAVR) is unknown and determined empirically. The direct factor Xa inhibitor rivaroxaban may potentially reduce TAVR-related thrombotic complications and premature valve failure. DESIGN: GALILEO is an international, randomized, open-label, event-driven, phase III trial in more than 1,520 patients without an indication for oral anticoagulation who underwent a successful TAVR (ClinicalTrials.govNCT02556203). Patients are randomized (1:1 ratio), 1 to 7days after a successful TAVR, to either a rivaroxaban-based strategy or an antiplatelet-based strategy. In the experimental arm, subjects receive rivaroxaban (10mg once daily [OD]) plus acetylsalicylic acid (ASA, 75-100mg OD) for 90days followed by rivaroxaban alone. In the control arm, subjects receive clopidogrel (75mg OD) plus ASA (as above) for 90days followed by ASA alone. In case new-onset atrial fibrillation occurs after randomization, full oral anticoagulation will be implemented with maintenance of the original treatment assignment. The primary efficacy end point is the composite of all-cause death, stroke, myocardial infarction, symptomatic valve thrombosis, pulmonary embolism, deep venous thrombosis, and systemic embolism. The primary safety end point is the composite of life-threatening, disabling, and major bleeding, according to the Valve Academic Research Consortium definitions. CONCLUSIONS: GALILEO will test the hypothesis that a rivaroxaban-based antithrombotic strategy reduces the risk of thromboembolic complications post-TAVR with an acceptable risk of bleeding compared with the currently recommended antiplatelet therapy-based strategy in subjects without need of chronic oral anticoagulation.