Predicting plateau pressure in intensive medicine for ventilated patients

Barotrauma is identified as one of the leading diseases in Ventilated Patients. This type of problem is most common in the Intensive Care Units. In order to prevent this problem the use of Data Mining (DM) can be useful for predicting their occurrence. The main goal is to predict the occurence of Barotrauma in order to support the health professionals taking necessary precautions. In a first step intensivists identified the Plateau Pressure values as a possible cause of Barotrauma. Through this study DM models (classification) where induced for predicting the Plateau Pressure class (>=30 cm

Bioactive ceramics for tissue engineering and regenerative medicine derived from marine sponges

Publicado em "Journal of tissue engineering and regenerative medicine". Vol. 8, suppl. s1 (2014)

Role of biofilms in the oral health of animals

In humans the importance of biofilms in disease processes is now widely recognised together with the difficulties in treating such infections once established. One of the earliest and certainly most studied biofilm in humans is that of dental plaque which is responsible for two of the most prevalent human infections, namely dental caries and periodontal disease. However, comparable studies of dental plaque in animals are relatively limited, despite the fact that similar infections also occur, and in the case of farm animals there is an associated economic impact. In addition, biofilms in the mouths of animals can also be detrimental to human health when transferred by animal bites. As a result, an understanding of both the microbial composition of animal plaque biofilms together with their role in animal diseases is important. Through the use of modern molecular studies, an insight into the oral microflora of animals is now being obtained and, to date, reveals that despite differences in terms of microbial species and relative proportions occurring between humans and animals, similarities do indeed exist. This information can be exploited in our efforts to both manage and treat infections in animals arising from the presence of an oral biofilm. This Chapter describes our current understanding of the microbial composition of animal plaque, its role in disease and how oral hygiene measures can be implemented to reduce subsequent infection.

Application of receptive music therapy in internal medicine and cardiology

OBJECTIVE: To investigate the effects of receptive music therapy in clinical practice. METHODS: Receptive music therapy was individually applied via musical auditions, including five stages: musical stimulation, sensation, situation, reflection, and behavioral alteration. Following anamnesis and obtainment of consent, patients answered a first questionnaire on health risk evaluation (Q1), and after participating in 16 weekly music therapy sessions, answered a second one (Q2). RESULTS: Two men and 8 women, aged above 18 years, referred to us due to symptoms of stress, emotional suffering, and the need to change lifestyles (health risk behavior) were studied between August 1998 and December 1999. Comparison between answers to Q1 and Q2, showed a trend (P=0.059) for reduction of ingestion of cholesterol-rich foods and for increased prospects in life with a tendency towards improvement, and also of increased intake of fiber-rich food (55.6%), increased levels of personal satisfaction (44.5%), and decreased levels of stress (66.7%). CONCLUSION: The study demonstrated decreased stress levels and increased personal satisfaction, higher consumption of fiber-rich food, lower cholesterol intake, and a better perspective on life, suggesting that receptive music therapy may be applied in clinical practice as an auxiliary therapeutic intervention for the treatment of behavioral health risks.

Real-Time decision support using data mining to predict blood pressure critical events in intensive medicine patients

Patient blood pressure is an important vital signal to the physicians take a decision and to better understand the patient condition. In Intensive Care Units is possible monitoring the blood pressure due the fact of the patient being in continuous monitoring through bedside monitors and the use of sensors. The intensivist only have access to vital signs values when they look to the monitor or consult the values hourly collected. Most important is the sequence of the values collected, i.e., a set of highest or lowest values can signify a critical event and bring future complications to a patient as is Hypotension or Hypertension. This complications can leverage a set of dangerous diseases and side-effects. The main goal of this work is to predict the probability of a patient has a blood pressure critical event in the next hours by combining a set of patient data collected in real-time and using Data Mining classification techniques. As output the models indicate the probability (%) of a patient has a Blood Pressure Critical Event in the next hour. The achieved results showed to be very promising, presenting sensitivity around of 95%.

The influence of patient's consciousness regarding high blood pressure and patient's attitude in face of disease controlling medicine intake

OBJECTIVE: To assess the relation between blood pressure control and the following: the Morisky-Green test, the patient's consciousness regarding high blood pressure, the patient's attitude in face of medicine intake, the patient's attendance at medical consultations, and the subjective physician's judgment. METHODS: We studied 130 hypertensive patients with the following characteristics: 73% females, 60±11 years, 58% married, 70% white, 45% retired, 45% with incomplete elementary schooling, 64% had a familial income of 1 to 3 minimum wages, body mass index of 30±7 kg/m², consciousness regarding the disease for a mean period of 11±9.5 years, and mean treatment duration of 8 ±7 years. RESULTS: Only 35% of the hypertensive individuals had blood pressure under control and a longer duration of treatment (10±7 vs 7±6.5 years; P<0.05). The retiree predominated. The result of the Morisky-Green test did not relate to blood pressure control. In evaluating the attitude in face of medicine intake, the controlled patients achieved significantly higher scores than did the noncontrolled patients (8±1.9 vs 7 ±2, P<0.05). The hypertensive patients had higher levels of consciousness regarding their disease and its treatment, and most (70%) patients attended 3 or 4 medical consultations, which did not influence blood pressure control. The physicians attributed significantly higher scores regarding adherence to treatment to controlled patients (6±0.8 vs 5±1.2; P<0.05). CONCLUSION: Consciousness regarding the disease, the Morisky-Green test, and attendance to medical consultations did not influence blood pressure control.

Doença periodontal como potencial fator de risco para síndromes coronarianas agudas

OBJETIVO: Detectar a existência de associação entre doença periodontal ativa (DP) e ocorrência de síndromes coronarianas agudas (SCA). MÉTODOS: Foram avaliados 361 pacientes (57,3% do sexo masculino), com idades variando de 27 a 89 (média±DP=60,5±12,2 anos) internados na Unidade de Tratamento Intensivo de um Hospital de Ensino com quadro clínico e complementar de SCA. Todos foram submetidos a exame periodontal completo, no próprio ambiente da UTI, sendo que 325 (90,0%) realizaram cinecoronariografia para confirmação diagnóstica e/ou programação de conduta terapêutica. O exame periodontal consistiu na avaliação de todos os dentes presentes na cavidade oral e dos seguintes parâmetros: profundidade clínica de sondagem, nível de inserção clinica, índice de placa e índice gengival. RESULTADOS: Dos 325 pacientes, 91 (28,0%) apresentavam artérias coronarianas isentas de obstrução ou com obstruções discretas (<= 50% de perda de diâmetro), havendo obstruções importantes nos 72,0% restantes. O teste exato de Fisher mostrou valor de P de 0,0245 e ODDS Ratio de 2,571 (IC 95% 1,192 a 5,547), ou seja, documentou-se cerca de 2,5 vezes mais possibilidade de presença de DP ativa no grupo com SCA e coronariopatia obstrutiva significante. CONCLUSÃO: Constatou-se associação significante entre presença de doença periodontal ativa e doença coronariana obstrutiva de grau importante em pacientes com síndrome coronariana aguda, reforçando a importância de prevenção e tratamento adequado da doença periodontal, que deve ser considerada como fator de risco potencial na etiologia e na instabilização da placa aterosclerótica.

Associação entre doença periodontal e síndrome coronariana aguda

OBJETIVO: Analisar a relação entre a DP e SCA e verificar a associação entre a DP e periodontite em pacientes com SCA. MÉTODOS: Foram incluídos 58 pacientes com diagnóstico de SCA e 57 controles, sem história de doença arterial coronariana (DAC). Variáveis: hipertensão arterial, diabete, dislipidemia, obesidade, história de DAC, tabagismo e polimorfismo genético do gene da interleucina-1beta. RESULTADOS: Fizeram parte do estudo 115 indivíduos. No grupo SCA, 58 pacientes foram avaliados, sendo 32 (55,2%) do sexo masculino e 26 (44,8%) do sexo feminino. No grupo controle, 57 indivíduos, sendo 32 (56,1%) do sexo masculino e 25 (43,9%) do sexo feminino. Verificou-se DP em 26 (44,8%) pacientes com SCA e em 15 (26,6%) pacientes do grupo controle (beta2 = 4,43, p = 0,04). Análise pela regressão logística, para a associação entre DP e SCA, demonstrou RC de 1,8 (IC 95%: 1,0-5,0); p = 0,24. A associação de periodontite com SCA apresentou RC: 4,5 (IC 95%: 1,3-15,6); p = 0,019. CONCLUSÃO: Não observamos associação independente entre a DP e SCA. Houve associação independente entre periodontite e SCA.

Doença periodontal em portadoras de valvopatia durante a gravidez: estudo clínico e microbiológico

FUNDAMENTO: A doença periodontal representa risco à gestante portadora de valvopatia reumática, seja para contrair endocardite infecciosa, seja por propiciar complicações obstétricas. OBJETIVO: Estudar a frequência da doença periodontal em portadoras de valvopatia reumática durante a gravidez. MÉTODOS: Foram estudadas 140 gestantes, comparáveis quanto a idade e o nível socioeconômico, divididas em: 70 portadoras de doença valvar reumática e 70 mulheres saudáveis. Todas se submeteram a: 1) avaliação clínica odontológica que incluiu a análise dos seguintes parâmetros: 1.1) profundidade à sondagem, 1.2) distância da linha esmalte-cemento à margem gengival, 1.3) nível clínico de inserção, 1.4) índice de sangramento, 1.5) índice de placa bacteriana, e, 1.6) comprometimento de furca; e, 2) exame microbiológico nas amostras de saliva e do cone que considerou o controle positivo para as cepas das bactérias Porphyromonas gingivalis, Tannerella forsithia e Aggregobacter actinomycetemcomitans. RESULTADOS: A lesão valvar mitral foi prevalente (65 casos = 92,8%) dentre as gestantes cardiopatas. A comparação entre os grupos mostrou não haver diferenças entre idade e a paridade, e embora tenham sido verificadas diferenças entre as medidas da distância da linha esmalte-cemento à margem gengival (p = 0,01) e o índice de placa (p=0,04), a frequência da doença periodontal identificada em 20 (14,3%) gestantes, não foi diferente entre os grupos (p = 0,147). O exame microbiológico mostrou uma proporção maior da bactéria P. gingivalis na saliva de gestantes saudáveis (p = 0,004). CONCLUSÃO: O estudo clínico e microbiológico periodontal durante a gravidez demonstrou igual frequência da doença periodontal em portadoras de valvopatia reumática quando comparada às mulheres saudáveis.