Decision support system for the diagnosis of schizophrenia disorders.

Clinical decision support systems are useful tools for assisting physicians to diagnose complex illnesses. Schizophrenia is a complex, heterogeneous and incapacitating mental disorder that should be detected as early as possible to avoid a most serious outcome. These artificial intelligence systems might be useful in the early detection of schizophrenia disorder. The objective of the present study was to describe the development of such a clinical decision support system for the diagnosis of schizophrenia spectrum disorders (SADDESQ). The development of this system is described in four stages: knowledge acquisition, knowledge organization, the development of a computer-assisted model, and the evaluation of the system's performance. The knowledge was extracted from an expert through open interviews. These interviews aimed to explore the expert's diagnostic decision-making process for the diagnosis of schizophrenia. A graph methodology was employed to identify the elements involved in the reasoning process. Knowledge was first organized and modeled by means of algorithms and then transferred to a computational model created by the covering approach. The performance assessment involved the comparison of the diagnoses of 38 clinical vignettes between an expert and the SADDESQ. The results showed a relatively low rate of misclassification (18-34%) and a good performance by SADDESQ in the diagnosis of schizophrenia, with an accuracy of 66-82%. The accuracy was higher when schizophreniform disorder was considered as the presence of schizophrenia disorder. Although these results are preliminary, the SADDESQ has exhibited a satisfactory performance, which needs to be further evaluated within a clinical setting.

The effect of Collins' solution on the function and structure of isolated proximal convoluted tubules from rabbit kidneys.

Proximal convoluted tubules (PCTs) from rabbit cortical slices were perfused after preservation in Collins' solution with the in vitro microperfusion technique. Under these conditions, after maneuvers of in vitro preservation, the following findings were observed: Tubules were best preserved, functionally and morphologically, when bathed with Collins' solution peritubularly. Tubular preservation was inadequate when the Collins' solution contacted only the luminal or luminal and peritubular sides. These observations indicate a difference in the reactions of various cellular sides to the preservation process, suggesting that during preservation of the whole kidney, there are differences in the preservation of the various tissues of the organ.

Hazard analysis and critical control point system approach in the evaluation of environmental and procedural sources of contamination of enteral feedings in three hospitals.

BACKGROUND: The administration of contaminated diets may contribute to severe infections, mainly in immunosuppressed patients. To determine the microbiologic quality of enteral feedings and the critical control points involved in the processing of the formulas, a study was carried out in three hospitals in São Paulo, Brazil. METHODS: One hundred sixteen diets were evaluated according to the system known as hazard analysis and critical control points (HACCP). The techniques included the monitoring of the cleaning and disinfection of utensils, surfaces, and equipment; time and temperature controls; and microbiologic analyses that comprised the enumeration of facultative aerobic mesophilic bacteria, yeasts and molds, coliforms, and Escherichia coli. The diets were assessed based on the British Dietetic Association and the Food and Drug Administration standards. RESULTS: The hospital-formulated diets and the commercially made powdered feeds presented statistically significant higher counts of mesophilic bacteria and percentages of no compliance with the standards for coliforms when compared with the commercially prepared, ready-to-feed enteral formula supplied in cans. According to the British standards, 77% and 38% of the diets were inadequate for mesophilic and coliform bacteria, respectively, just after preparation. After 24-hour storage in refrigerators, the percentages rose to 83% and 45%, respectively; the mesophilic and coliforms counts were also significantly higher. The following critical control points (CCP) were identified: cleaning and disinfecting of surfaces, utensils, and equipment; the time spent in preparation; the water used for reconstitution; the final temperature of the diet; the exposure to room temperatures; the lack of a chilling step; the refrigeration temperature; the inadequate disinfecting of the handlers' hands; and the lack of external cleaning and disinfecting of the cans before opening. CONCLUSIONS: The results of this study are worrisome and show the need for implementation of good practices of hygiene and handling of the diets, and the regular monitoring of their preparation. The microbiologic quality of the enteral diets was compromised according to international standards, representing a potential risk of infection to the patients who require enteral nutrition.

High sodium chloride intake is associated with low bone density in calcium stone-forming patients.

BACKGROUND: Although renal stone disease has been associated with reduced bone mass, the impact of nutrient intake on bone loss is unknown. SUBJECTS AND METHODS: The present study was undertaken to investigate the influence of nutrient intake on bone density of 85 calcium stone-forming (CSF) patients (47 male and 38 premenopausal females) aged 41+/-11 years (X+/-SD). Bone mineral density (BMD) was measured using dual energy X-ray absorptiometry at the lumbar spine (L2-L4) and femoral neck sites, and low BMD was defined as a T score < -1 (WHO criteria). A 4-day dietary record and a 24-hour urine sample were obtained from each patient for the assessment of nutrient intake and urinary calcium (U(Ca)), sodium (U(Na)), phosphate and creatinine excretion. RESULTS: Forty-eight patients (56%) presented normal BMD and 37 (44%) low BMD. There were no statistical differences regarding age, weight, height, body mass index, protein, calcium and phosphorus intakes between both groups. The mean U(Ca), phosphorus and nitrogen appearance also did not differ between groups. However, there was a higher percentage of hypercalciuria among low vs normal BMD patients (62 vs 33%, p < 0.05). Low BMD patients presented a higher mean sodium chloride (NaCl) intake and excretion (UNa) than normal BMD (14+/-5 vs 12+/-4 g/day and 246+/-85 vs 204+/-68 mEq/day, respectively p < 0.05). The percentage of patients presenting NaCl intake > or = 16 g/day was also higher among low vs normal BMD patients (35 vs 12%, p < 0.05). After adjustment for calcium and protein intakes, age, weight, body mass index, urinary calcium, citrate and uric acid excretion, and duration of stone disease, multiple-regression analysis showed that a high NaCl intake (> or = 16 g/day) was the single variable that was predictive of risk of low bone density in CSF patients (odds ratio = 3.8). CONCLUSION: These data suggest that reducing salt intake should be recommended for CSF patients presenting hypercalciuria and osteopenia.

Tetracaine, procaine and verapamil inhibition of fluid absorption in isolated perfused rabbit proximal convoluted tubules.

1. We determined the effect of local anesthetic and antiarrhythmic drugs which putatively increase cytosolic Ca2+ activity on fluid absorption (JV) by the isolated perfused proximal convoluted tubule of the rabbit. 2. Rabbit proximal convoluted tubules were perfused in vitro with an ultrafiltrate of modified Krebs-Henseleit solution containing 6.5 g/dl bovine albumin. 3. JV was measured before and after the addition of 2 mM tetracaine, 1 mM procaine or 5 microM verapamil, and after removal of the drugs from the bathing solution (recovery period). 4. All the drugs studied significantly inhibited JV in a reversible manner. 5. The data are consistent with the view that these drugs decreased the rate of fluid absorption in the proximal convoluted tubule by increasing cytosolic Ca2+ activity.

Nutritional status of hemodialysis patients with secondary hyperparathyroidism.

The repercussions of secondary hyperparathyroidism on the nutritional status of chronic renal failure patients have not been well established. Therefore, the aim of this study was to compare the nutritional indices of hemodialysis patients with and without secondary hyperparathyroidism. Sixteen hemodialysis patients with serum parathyroid hormone (PTH) levels higher than 420 pg/ml (hyperparathyroidism group) were matched for gender, age and length of dialysis treatment to 16 patients with serum PTH between 64 and 290 pg/ml (control group). The following parameters were assessed: anthropometric indices (body mass index, skinfold thickness, midarm muscle circumference and body fat), 4-day food diaries, protein catabolic rate, biochemical indices (blood urea nitrogen, serum creatinine, albumin, ionized calcium, inorganic phosphorus, serum alkaline phosphatase, PTH, pH and HCO(3)) and dialysis efficiency. We did not observe differences in the anthropometric indices between the two groups. Only calcium intake was significantly different between groups (307.9 mg/day for the hyperparathyroidism group vs 475.8 mg/day for the control group). Protein catabolic rate tended to be higher in the hyperparathyroidism group compared to the control group (1.3 vs 0.9 g kg(-1) day(-1); P = 0.08). Except for blood urea nitrogen (86.4 vs 75.7 mg/dl), alkaline phosphatase (175 vs 65 U/l) and PTH (898 vs 155 pg/ml), no other differences were found between groups in the biochemical indices studied. PTH was directly correlated with protein catabolic rate (r = 0.61; P<0.05) and length of dialysis (r = 0.53; P<0.05) only in the hyperparathyroidism group. Considering the indices used, we could not demonstrate the deleterious effect of high PTH levels on the nutritional status of hemodialysis patients. Indirect evidence, however, suggests an action of PTH on protein metabolism.

A Web-based distance education course in nutrition in public health: case study.

BACKGROUND: Strict work timetables, personal and professional duties or an inability to be absent from home or work can all represent major constraints for those wishing to improve their professional skills. Within this context, the World Wide Web can allow people to conveniently follow distance courses from their homes. OBJECTIVE: To present an experience in the use of the Web in the continuing education of healthcare professionals in Brazil. METHODS: A Web-based distance education course in nutrition in public health was developed. The methodology was an adaptation of both problem-based and task-based learning. At the end of the course an evaluation questionnaire which covered the course s contents, the educational methodology and resources, the duration and schedule, and the use of the Web as a tool for distance education was given to the students. RESULTS: There were 83 on line registrations from 13 states, 73 of the applicants were female, 62 had a degree in nutrition and 18 were physicians. From these; eleven students from ten states were chosen: nine female nutritionists, two female physicians, and one male physician. Seven students completed the course, took and passed the final exam. Of the other four students, two failed to follow the schedule, one had health problems, and one did not obtain the minimal score for sitting the final exam. The students had a mean age of 35, and a mean of ten years in practice. They all stated that they were unable to attend a regular course, even though they felt that they needed to improve their professional skills. Most of them studied seven days a week for between two and four hours a day. The students also felt that their professional skills had improved and each reported having made changes in their practice as a result of their participation. The students approved of the course s contents, methodology and resources, however they were divided about its duration. The Web as a tool in distance education was approved by the students. If it was not for the Web they could not have taken part in a continuing education program. All students said they would attend another virtual course, if available. Even though most of them did not have difficulty adapting to the virtual environment, they did feel that an adaptation period would be of value. CONCLUSIONS: A Web-based course may be more effective than other distance education methodologies because it is more interactive and dynamic. On-line material can be constantly reviewed and updated, and the students can have the opportunity to submit commentaries or questions directly to the teaching staff. A Web-based course also allows the students to go beyond the course content as they learn how to search and take advantage of the huge resources of information available on the Internet.

[Intelligent quotient of obese children and adolescents by the Weschler scale]. / Quociente de inteligência de crianças e adolescentes obesos através da escala Wechsler.

The intellectual characteristics of 65 obese children and adolescents (weight for height > or = 140%), aged 8 to 13 years and 11 months, were compared to those of 35 eutrophic children and adolescents (weight for height between 90 and 110%; and stature for age > 95%) of the same age group, utilizing the Wechsler Intelligence Scale for Children--WISC. Children and adolescents of the two groups were paired according to age groups, schooling level and socioeconomic condition. The obese group was composed of new patients assisted at the Department of Pediatrics of the Federal University of S. Paulo (Escola Paulista de Medicina), Brazil. The control group was made up of children from public primary schools, from the same geographical area as those studied. The eutrophic group presented significantly better performance in the intelligence test (Intelligence Quotient--IQ) than the obese group (average IQ--91 x 85; p < 0.05). Eutrophic children and adolescents revealed a wider range of interests, better capacity for social adaptability as well as greater speed and dexterity. Although weak, there was a positive correlation between income level, weight/stature relation (W/S) and IQ. There was no correlation between IQ and level of schooling. The eutrophic boys from higher income levels showed better perceptual and spacial organizing ability and a wider range of interests than those from the lower income groups. In spite of the fact that all the average IQ results presented consistently favored the eutrophic in relation to the obese, it is not possible to confirm one group's superiority over the other, due to the wide range of intervenient factors involved in the intelligence process.

Overweight and obesity among mothers of malnourished children--Brazil--PNSN--1989.

OBJECTIVE: To evaluate the relationship between the nutritional status of the youngest child under 48 months of age (in families with the biological mother present) and their mothers among 3906 children selected from a sample of a national survey in 1989 (PNSN). RESULTS: Malnutrition was present in 5.8% of the children. From these, 21.8%, 60.9% and 17.3% had overweight/obese, eutrophic and malnourished mothers, respectively. Stratified analyses taking into account the regions, situation, income distribution and mother's educational level demonstrated that a lower proportion of malnourished children was concurrent with a higher proportion of overweight/obese mothers. The Kappa test evidenced a poor agreement between the nutritional conditions of the child-mother pairs (K < = 0.048). CONCLUSIONS: When the proportion of malnourished children decreased within the analyzed groups, the proportion of overweight/obese mothers increased. Such an epidemiological pattern indicates that within groups in which malnutrition is less prevalent, the proportion of children for whom a lack of food in the household is the main determinant factor for malnutrition is lower.

Risk factors for protein-energy malnutrition in pre-school shantytown children in São Paulo, Brazil.

OBJECTIVES: To investigate the health and nutritional conditions of people living in a shantytown in the city of São Paulo in order to identify risk factors for infant malnutrition. DESIGN: A retrospective cohort study. PARTICIPANTS: Children living in a shantytown was conducted among children less than 72 months of age. METHODS: Home visits were made and information was collected regarding the risk factors for malnutrition. RESULTS: The prevalence of chronic malnutrition was 41.6% according to Gomez, 36.6% according to Waterlow, and 17.6% according to WHO. Risk factors for malnutrition, according to the weight-for-age index, included birthweight, presence of upper respiratory tract infections, number of pregnancies, number of births, maternal body mass index, birthplace of father, and home building material; according to the weight-for-height index, they included birthweight and maternal age at the time of birth; and according to the height-for-age index, they included the number of prenatal medical visits, birthweight, maternal height, maternal body mass index, father's employment being unregistered, and maternal birthplace. An instrument for identifying children at risk of malnutrition was devised from these major risk factors for future malnutrition, which may then be applied to newly-born children.

[Evaluation of body composition by means of anthropometric measures in obese and non obese adolescents from two socioeconomic levels]. / Avaliação da composição corporal através de medidas antropométricas, de adolescentes obesas e eutróficas de dois níveis sócio-econômicos.

Anthropometric measures of 120 female adolescents were analyzed, 60 of them from a low socio-economic level (LSEL),and 60 from a high socio-economic level (HSEL), with 30 obese and 30 non-obese in each group, in an attempt to verify differences between the socio-economic levels in relation to the body-composition and the distribution of fat throughout the body. The weight,height, upper arm circumference and 4 skin folds (triceps, biceps,subscapular and suprailiac) were measured, and the arm muscle area, arm fat area and percentage of body fat were estimated. Those who were obese from LSEL presented an average height lower (p<0.05) than the obese from HSEL, and a greater proportion of this group presented a height deficit for their age. The arm muscle area was greater (p<0.05) in the obese from HSEL, but the percentage of body fat was similar in the two groups as well as the measures of the isolated skin folds. The increase in fat in the obese from LSEL, when compared with the non-obese, was 2.8 times greater than the muscle. In the HSEL, this increase was 1.3 times greater. It was concluded that the obese from both socio-economic levels presented different types of obesity in relation to body composition,but were similar in relation to body fat distribution.

The software challenge for the next decade: the global objects scenario.

This paper discusses the advantages of developing software as pattern-based components. The design and implementation of a pattern-based suite of software components specially constructed for the electronic patient record is presented. The methodology and the lessons learned in the development of these components are discussed. Finally, some comments about the globalization and the need for more integration among component developers in a worldwide basis is discussed.

Model of computerized academic medical clinic.

In the traditional medical graduation course, the student receives a great amount of information while training at the Outpatient Care; the student assumes the physician's role, collecting all the information regarding the patient's clinical history and learns to get along with patients as well. During the attendance process, several factors interfere in the academic teaching, such as limitations of room numbers, amount of patients, difficulties in obtaining medical records, paper illegibility, among other problems. Due to those difficulties, the Model of Computerized Academic Health Clinic, implies in a new learning paradigm in the medical practice, rethinking the traditional process of learning-attendance, where the old model, in which attendance is restricted to a place, is extended in an open atmosphere of shared knowledge, rich of computer resources. The pilot project was implanted in the Pediatrics General Health Clinic of UNIFESP/EPM. It allows that the fifth-year medical students, residents, trainees and tutors use computerized clinics, connected with the academic net of UNIFESP and to the Internet. All the computing and information resources settled at the Outpatient Care improved the organization of its services, increased the medical students' curiosity, improved their participation in learning through interactive programs and clinical attendance.

[Breast feeding in different income classes in the Municipality of São Paulo]. / Aleitamento natural em diferentes classes de renda no Município de São Paulo.

PIP: The relationship between breast feeding and socioeconomic factors in children below 2 from different social classes in Sao Paulo, Brazil is analyzed. Of a total 200 children, 46 were malnourished and 31 belonged to the lower socioeconomic classes. 39% of mothers from the lower income families breastfed for 6 months, as compared to 13% of mothers from families with higher incomes 18% and 36% of mothers from the 2 classes did not breastfeed; mothers from the middle class breastfed for an average 28 days. The problem of protein-calorie malnutrition in young children is a growing one in Brazil, even in a relatively rich city such as Sao Paulo; one of the factors responsible for this problem is undoubtedly early weaning. Reasons given for early weaning in a group of 351 mothers were deficient amount of milk (49.6%), medical advice (11.1%), "bad" milk (14.3%), and only 1.4% because of occupation outside of the home. When interviewed about their opinion on the best type of milk for infants, 45% out of a group of 500 mothers indicated artificial milk, 37% maternal milk, and 16.2% cow's milk. Out of 492 mothers, 77% had 4 prenatal visits at a public health center, 11% had no prenatal visits, and 12% had 1-3 visits. Prenatal care does not influence attitude in favor of breast feeding; 45.5% of mothers who had not had any prenatal care breastfed for 6 months or more, as compared to 20% of those with 1-3 visits, and 17.5% of those with 4 visits. Those who delivered in a hospital tended to breastfeed more than those who delivered at home. It is obvious that not only mothers but health workers as well must be educated on the importance of breast feeding to fight infant malnutrition in Brazil.^ieng

[Breastfeeding in shantytowns: an educational program through home visits]. / Aleitamento materno em favelas: um programa de incentivo a través de visitas domiciliares.

This is a study of breastfeeding length, with and without a community educational program. It was done through home visits to 125 women residing in Vila Marianaís shantytowns in the city of São Paulo. It was found that breastfeeding lasts an average of more than 6 months after the educational intervention. When comparing the group that received education with the one that didnít, it was observed that in the former the percentage of children breastfed for 6 months or longer was 64%, while in the control group it was 17% (p < 0.001). This shows a significant increase in the number of mothers who nursed their children after an educational program promoting breastfeeding.

[Enteral feeding at home]. / Nutrição enteral domiciliar.

Enteral nutrition was used for the purpose of providing an adequate alimentary support to patients who had been discharged from the hospital. Ten of them received the enteral diet in their own homes by means of a Dobbhoff tube. Six patients, however, had been receiving it during their hospitalization period, and four had started the treatment in their own houses, thus avoiding need for hospitalization. Enteral feeding was the only nutritional support used in the case of six patients. For the others, an oral diet was free to be used, even though the enteral diet provided all the required calories and proteins. All patients did very well and improvement of their nutritional condition was observed, without any intercurrence due to the enteral nutrition. Development of this procedure allows provision of adequate nutritional support to patients in their own homes, even in more complex situations. The low-cost enteral diet is easy to prepare and administer, thus enabling low-income patients to receive it in their own homes. Furthermore, it shortens the hospitalization period, and avoids the risk of discontinuing adequate nourishment of ill persons after their discharge from the hospital.

[Access to chronic dialysis treatment: deficient and unequal]. / Acesso ao tratamento dialítico crônico: deficiente e desigual.

OBJECTIVE: To determine the fraction of patients with end-stage renal disease (ESRD) who received dialysis treatment in the city of São Paulo in 1991 and to investigate the influence of age in the access to dialysis. MATERIAL AND METHODS: All patients who received dialysis for ESRD in the city of São Paulo during 1991, and were registered in the Secretary of Health of São Paulo files were included in the study. In the same year, information was also collected on individuals who died having as basic cause of death a disease related to chronic renal failure. These data were obtained from death certificates files. Using simultaneously information from both data bases it was possible to ascertain the patients who died without receiving dialysis and to calculate the treated fraction in several age groups. RESULTS: Overall 25.6% of ESRD patients did not receive treatment. There was a progressive reduction in the fraction of patients treated for those older than 40 years. In children less or equal to 9 years of age the percentage of treatment was also reduced (29%). Individuals in the age groups 60-69 and 70-79 years had a chance about 5 and 11 times greater, respectively, of dying without receiving dialysis than those in the 20-29 years group. CONCLUSIONS: We estimate that at least one fourth of the ESRD patients died in São Paulo in 1991 without receiving dialysis treatment. Age is a major factor of discrimination for acceptance in chronic dialysis programs.

Classification of postural profiles among mouth-breathing children by learning vector quantization.

BACKGROUND: Mouth breathing is a chronic syndrome that may bring about postural changes. Finding characteristic patterns of changes occurring in the complex musculoskeletal system of mouth-breathing children has been a challenge. Learning vector quantization (LVQ) is an artificial neural network model that can be applied for this purpose. OBJECTIVES: The aim of the present study was to apply LVQ to determine the characteristic postural profiles shown by mouth-breathing children, in order to further understand abnormal posture among mouth breathers. METHODS: Postural training data on 52 children (30 mouth breathers and 22 nose breathers) and postural validation data on 32 children (22 mouth breathers and 10 nose breathers) were used. The performance of LVQ and other classification models was compared in relation to self-organizing maps, back-propagation applied to multilayer perceptrons, Bayesian networks, naive Bayes, J48 decision trees, k, and k-nearest-neighbor classifiers. Classifier accuracy was assessed by means of leave-one-out cross-validation, area under ROC curve (AUC), and inter-rater agreement (Kappa statistics). RESULTS: By using the LVQ model, five postural profiles for mouth-breathing children could be determined. LVQ showed satisfactory results for mouth-breathing and nose-breathing classification: sensitivity and specificity rates of 0.90 and 0.95, respectively, when using the training dataset, and 0.95 and 0.90, respectively, when using the validation dataset. CONCLUSIONS: The five postural profiles for mouth-breathing children suggested by LVQ were incorporated into application software for classifying the severity of mouth breathers' abnormal posture.