O prognóstico em cirurgia abdominal: avaliação com redes neuronais

A presente dissertação tem como propósito a definição das características de um modelo prognóstico,utilizando uma rede neuronal, em doentes com patologia Cirúrgica, internados num serviço de Cirurgia Geral. Para esse fim obtive dados clínicos, operatórios, o resultado da intervenção e o tempo de internamento pós-operatório em doentes submetidos a um leque amplo de intervenções de Cirurgia abdominal. Construí um sistema computacional baseado em redes neuronais, utilizando os paradigmas considerados mais adequados para o tipo de variável a prever. Analisei em seguida o desempenho dos modelos obtidos. Construí um programa capaz de recolher os dados clínicos e apresentar o resultado da sua avaliação pelas redes neuronais criadas, sem envolver o seu utilizador nos aspectos técnicos da manipulação das redes neuronais. Para cumprimento desta estratégia procurei atingir os seguintes objectivos: Recolher dados de identificação, manifestações clínicas, tipo de doença(s), diagnósticos, características da intervenção cirúrgica e resultado, referentes a um conjunto de doentes suficiente para a construção de uma rede neuronal, com o número de variáveis empregue. Construir uma base de dados com os elementos de informação assim obtidos. Eliminar todos os casos em que se verificou faltar um elemento de informação. Criar dois grupos de casos, mutuamente exclusivos, para construção e validação das redes neuronais. Criar, com base nos elementos diagnósticos e resultado, 7 grupos não exclusivos, para avaliação das redes criadas. Avaliar estatisticamente as características dos grupos criados, para os comparar e caracterizar. Proceder à escolha de um programa para criação de redes neuronais em função da variedade de paradigmas oferecidos, facilidade de utilização, uso diversificado em diversos ambientes e mercados e a possibilidade de aceder às redes criadas, através de uma linguagem de programação de alto nível. Construir três tipos de redes diferentes. Cada tipo de rede utilizando um algoritmo diferente e adequado ao tipo de variável que se deseja prever. Avaliar as redes no que se refere à sua sensibilidade, especificidade, capacidade discriminativa e calibração. Criar um programa,usando a linguagem de programação "Delphi"©, para captura de dados, articulação dos mesmos com as redes neuronais criadas e expressão dos resultados prognósticos; esse programa permite alterar os valores dos elementos clínicos e verificar a repercussão dessa alteração no prognóstico.

Lower Atherosclerotic Burden in Familial Abdominal Aortic Aneurysm

OBJECTIVE: Despite the apparent familial tendency toward abdominal aortic aneurysm (AAA) formation, the genetic causes and underlying molecular mechanisms are still undefined. In this study, we investigated the association between familial AAA (fAAA) and atherosclerosis. METHODS: Data were collected from a prospective database including AAA patients between 2004 and 2012 in the Erasmus University Medical Center, Rotterdam, The Netherlands. Family history was obtained by written questionnaire (93.1% response rate). Patients were classified as fAAA when at least one affected first-degree relative with an aortic aneurysm was reported. Patients without an affected first-degree relative were classified as sporadic AAA (spAAA). A standardized ultrasound measurement of the common carotid intima-media thickness (CIMT), a marker for generalized atherosclerosis, was routinely performed and patients' clinical characteristics (demographics, aneurysm characteristics, cardiovascular comorbidities and risk factors, and medication use) were recorded. Multivariable linear regression analyses were used to assess the mean adjusted difference in CIMT and multivariable logistic regression analysis was used to calculate associations of increased CIMT and clinical characteristics between fAAA and spAAA. RESULTS: A total of 461 AAA patients (85% men, mean age, 70 years) were included in the study; 103 patients (22.3%) were classified as fAAA and 358 patients (77.7%) as spAAA. The mean (standard deviation) CIMT in patients with fAAA was 0.89 (0.24) mm and 1.00 (0.29) mm in patients with spAAA (P = .001). Adjustment for clinical characteristics showed a mean difference in CIMT of 0.09 mm (95% confidence interval, 0.02-0.15; P = .011) between both groups. Increased CIMT, smoking, hypertension, and diabetes mellitus were all less associated with fAAA compared with spAAA. CONCLUSIONS: The current study shows a lower atherosclerotic burden, as reflected by a lower CIMT, in patients with fAAA compared with patients with spAAA, independent of common atherosclerotic risk factors. These results support the hypothesis that although atherosclerosis is a common underlying feature in patients with aneurysms, atherosclerosis is not the primary driving factor in the development of fAAA.

Complicações em idosos submetidos a cirurgia de correcção de de hérnias da parede abdominal

RESUMO: O envelhecimento da população é um fenómeno à escala mundial, com tendência a aumentar, sendo cada vez mais os idosos e mais velhos. Esta propensão é notória nos utentes que recorrem aos cuidados de saúde. À medida que se envelhece maior vai sen-do a vulnerabilidade e riscos para a saúde, bem como a prevalência para doenças croni-cas, que se traduz num aumento de hospitalizações e consumo. As complicações ocorri-das em idosos aquando submetidos a intervenções cirúrgicas estão descritas na literatu-ra, havendo uma escassez de publicações nacionais relacionadas com o tema. O presente estudo teve por objectivo caracterizar idosos submetidos a correcção cirúrgi-ca de hérnias da parede abdominal, os procedimentos e as complicações ocorridas. O estudo, transversal e de natureza quantitativa, foi realizado no Centro Hospitalar de Lisboa Norte – Hospital Pulido Valente, e teve como critério de inclusão os indivíduos com 65 ou mais anos submetidos a correcção cirúrgica de hérnias da parede abdominal, realizadas em 2009-2010, que tiveram um período de recobro na Unidade de Cuidados Anestésicos Pós-operatórios. Para a obtenção dos dados, foram analisados os processos clínicos do Arquivo Clínico da Instituição e registada informação sobre variáveis de caracterização sócio demográfi-ca, de saúde pré, intra e pós-operatória imediata e descritivas da cirurgia. Foram avaliadas as situações de 164 indivíduos, 78.7% eram homens e 21.3% mulheres e a média de idades era de 72.4 anos e desvio padrão 5.46. Em termos de hábitos de Vida, foi possível constatar um predomínio de baixo consumo de tabaco (13.4%) e álcool (6.7%). O valor médio de co-morbilidades foi de 2.6 e desvio padrão de 1.34 sendo a maior prevalência de 3-4 co-morbilidades com 48.8%. Salienta-se que todas as mulheres da amostra apresentaram doenças. As patologias mais prevalentes são as do foro cardiovascular: Hipertensão Arterial (75.0%), Dislipidémia (35.4%) e Insuficiência Venosa Periférica (14.6%), de forma menos expressiva, mas igualmente relevante a Diabetes Mellitus (23.8%). Nos mais idosos [75 ou mais], verificou-se uma expressivi-dade Hipertrofia benigna da próstata (18.2%). Das cirurgias ocorridas predominou a correcção cirúrgica de Hérnia Inguinal.Das complicações identificadas prevaleceu a dor (97.6%). A hipotermia (34.8%), HTA (24.4%) e bradicárdia (14.6%) encontram-se entre as complicações mais determinantes. Verificaram-se diferenças com significado estatístico entre os dois grupos etários consi-derados nas complicações bradicárdia (p=0.021) e a saturação de oxigénio <90% (p = 0.006), hemorragia (p=0.036) e retenção urinária (p = 0.038). Neste estudo constata-se que a cirúrgica de hérnias da parede abdominal em idosos é uma realidade prevalente. Dos factores que possam estar associados a propensão para complicações pós-cirúrgicas, a idade e a presença de co-morbilidade controlada não revelaram ter influência. Também os tempos de cirurgia e de anestesia não revelaram influências no surgimento de complicações. A monitorização dos sinais vitais deve ser constante, desde o período pré-operatório imediato de forma a permitir aos profissionais de saúde identificar uma propensão para vulnerabilidade, com vantagem em ser apre-sentado sob a forma de score. Este manifestou diferenças significativas a nível dos dois grupos etários considerados (p=0.001). Este score, vai possibilitar sinalizar quais os idosos com maior susceptibilidade de ocorrência de complicações.------------------ABSTRACT:Population aging has become a worldwide phenomenon with tendency to increase. This is particularly evident due to the amount of elderly that attend the medical services. As one gets older, more vulnerable and more risks to one’s health. Also chronic diseas-es are more likely to exist which lead to more hospitalizations and increase of consuma-bles. The complications after a surgery in older people are well documented in international scientific studies, however national studies are still lacking. The present study aims to characterize elderly patients after abdominal hernia surgical correction, the procedures and complications detected. This transversal and quantitative nature like study, was held in the Centro Hospitalar Lisboa-Norte – Hospital Pulido Valente, and as inclusive criteria where patients with more than 65 or more years old, who undergone abdominal hernia surgical correction surgery in 2009-2010 and had the post-operation on the Unidade de Cuidados Anestésicos Pós-Operatorios. Data from the clinical files from the archive of the hospital where analyzed. Information was taken regarding social demographic variables; before, during and immediately after surgery variables and also descriptive of the surgery itself. Were evaluated 164 individuals, 78, 7% of which were men and 21, 3% women with an average age of 72, 4 years and standard deviation 5.46. Life habits analyzed detected low consumption of tobacco (13, 4%) and alcohol (6, 7%). The average of co-morblity was 2, 6 and standard deviation 1.34. The biggest prevalence of 3-4 co-morbilities was 48, 8%. Important to notice that, all women from the study presented illnesses. The illnesses more frequent were cardiovascular: High Blood Pressure (75%), Dyslipidemia (35, 4%), Deep Venous Insufficiency (14, 6%), less significant but also relevant, Diabetes Melli-tus (23, 8%). In the older (75 or more), was noticed Benign Prostatic (18, 2%). In the surgeries verified, the abdominal hernia correction was more frequent. From all thecomplications identified, pain was 97, 6%, Hypothermia 34, 8%, high Blood Pressure 24, 4% and Bradycardia 14, 6%, were higher prevalence. Was seen differences in the statistic meaning of the two groups in the Bradycardia com-plications (p=0.021), and the oxygen saturation < 90% (p=0.006), bleeding (p=0,036) and urine retention (p=0,038). In the present study it is evident that the abdominal hernia surgical correction in older population is a common procedure. Of all the factors that might be related with post-operatory complications, age and the presence of controlled co-morbility didn’t reveal relevant. Also, surgical times and duration of anesthesia didn´t seem to be related to complications incidence. Monitoring the vital signs must be constant since the immedi-ate post-operatory to ensure that the professionals can identify any possible vulnerabil-ity, presenting it in a score like way. The score has shown meaningful differences be-tween the two age groups analyzed (p=0,001). This score allows identifying which pa-tients are more likely to suffer complications.

Invasive enteritis by Strongyloides stercoralis presenting as acute abdominal distress under corticosteroid therapy

Overwhelming helminthiasis is still a problem in endemic areas, especially in immunocompromised patients. We report a case of invasive intestinal strongyloidiasis that was clinically expressed as acute abdominal distress in a 73-year-old man from São Paulo who had been receiving methylprednisone, 20 mg/day, for one year for osteoarthritis. A surgical specimen from the ileum revealed invasive enteritis with severe infestation by Strongyloides stercoralis. The patient died of sepsis 6 days after surgery. The possibility of invasive strongyloidiasis should be considered in the differential diagnosis of acute abdominal distress in patients undergoing immunosuppressive therapy.

Acute renal failure due to abdominal compartment syndrome: report on four cases and literature review

We report on 4 cases of abdominal compartment syndrome complicated by acute renal failure that were promptly reversed by different abdominal decompression methods. Case 1: A 57-year-old obese woman in the post-operative period after giant incisional hernia correction with an intra-abdominal pressure of 24 mm Hg. She was sedated and curarized, and the intra-abdominal pressure fell to 15 mm Hg. Case 2: A 73-year-old woman with acute inflammatory abdomen was undergoing exploratory laparotomy when a hypertensive pneumoperitoneum was noticed. During the surgery, enhancement of urinary output was observed. Case 3: An 18-year-old man who underwent hepatectomy and developed coagulopathy and hepatic bleeding that required abdominal packing, developed oliguria with a transvesical intra-abdominal pressure of 22 mm Hg. During reoperation, the compresses were removed with a prompt improvement in urinary flow. Case 4: A 46-year-old man with hepatic cirrhosis was admitted after incisional hernia repair with intra-abdominal pressure of 16 mm Hg. After paracentesis, the intra-abdominal pressure fell to 11 mm Hg.

Screening for abdominal aortic aneurysms

OBJECTIVE AND METHODS: Screening for abdominal aortic aneurysms may be useful to decrease mortality related to rupture. We conducted a study to assess the prevalence of abdominal aortic aneurysms in southern Brazil and to define risk factors associated with high prevalence of this disorder. The screening was conducted using abdominal ultrasound. Three groups were studied: Group 1 - cardiology clinic patients; Group 2 - individuals with severe ischemic disease and previous coronary surgery, or important lesions on cardiac catheterism; Group 3 - individuals without cardiac disease selected from the general population. All individuals were male and older than 54 years of age. The ultrasonographic diagnosis of aneurysm was based on an anteroposterior abdominal aorta diameter of 3 cm, or on an abdominal aorta diameter 0.5 cm greater than that of the supra-renal aorta. RESULTS: A total of 2.281 people were screened for abdominal aortic aneurysms in all groups: Group 1 - 768 individuals, Group 2 - 501 individuals, and Group 3 - 1012 individuals. The prevalence of aneurysms was 4.3%, 6.8% and 1.7%, respectively. Age and cigarette smoking were significantly associated with increased prevalence of aneurysms, as was the diagnosis of peripheral artery disease. DISCUSSION: We concluded that screening may be an important tool to prevent the mortality associated with abdominal aortic aneurysms surgery. Additionally, the cost of screening can be decreased if only individuals presenting significant risk factors, such as coronary and peripheral artery disease, smokers and relatives of aneurysm patients, are examined.

Global validation of the WSES Sepsis Severity Score for patients with complicated intra-abdominal infections: a prospective multicentre study (WISS Study).

BACKGROUND To validate a new practical Sepsis Severity Score for patients with complicated intra-abdominal infections (cIAIs) including the clinical conditions at the admission (severe sepsis/septic shock), the origin of the cIAIs, the delay in source control, the setting of acquisition and any risk factors such as age and immunosuppression. METHODS The WISS study (WSES cIAIs Score Study) is a multicenter observational study underwent in 132 medical institutions worldwide during a four-month study period (October 2014-February 2015). Four thousand five hundred thirty-three patients with a mean age of 51.2 years (range 18-99) were enrolled in the WISS study. RESULTS Univariate analysis has shown that all factors that were previously included in the WSES Sepsis Severity Score were highly statistically significant between those who died and those who survived (p < 0.0001). The multivariate logistic regression model was highly significant (p < 0.0001, R2 = 0.54) and showed that all these factors were independent in predicting mortality of sepsis. Receiver Operator Curve has shown that the WSES Severity Sepsis Score had an excellent prediction for mortality. A score above 5.5 was the best predictor of mortality having a sensitivity of 89.2 %, a specificity of 83.5 % and a positive likelihood ratio of 5.4. CONCLUSIONS WSES Sepsis Severity Score for patients with complicated Intra-abdominal infections can be used on global level. It has shown high sensitivity, specificity, and likelihood ratio that may help us in making clinical decisions.

Differential predictors of acute post-surgical pain intensity after abdominal hysterectomy and major joint arthroplasty

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Incidence and Predictors of Cardiovascular Complications and Death after Vascular Surgery

AbstractBackground:Patients undergoing arterial vascular surgery are considered at increased risk for post-operative complications.Objective:To assess the incidence and predictors of complications and death, as well as the performance of two models of risk stratification, in vascular surgery.Methods:This study determined the incidence of cardiovascular complications and deaths within 30 days from surgery in adults. Univariate comparison and logistic regression assessed the risk factors associated with the outcomes, and the receiver operating characteristic (ROC) curve assessed the discriminatory capacity of the revised cardiac risk index (RCRI) and vascular study group of New England cardiac risk index (VSG-CRI).Results:141 patients (mean age, 66 years; 65% men) underwent the following surgeries: carotid (15); lower limbs (65); abdominal aorta (56); and others (5). Cardiovascular complications and death occurred within 30 days in 28 (19.9%) and 20 (14.2%) patients, respectively. The risk predictors were: age, obesity, stroke, poor functional capacity, altered scintigraphy, surgery of the aorta, and troponin change. The scores RCRI and VSG-CRI had area under the curve of 0.635 and 0.639 for early cardiovascular complications, and 0.562 and 0.610 for death in 30 days.Conclusion:In this small and selected group of patients undergoing arterial vascular surgery, the incidence of adverse events was elevated. The risk assessment indices RCRI and VSG-CRI did not perform well for complications within 30 days.

Does abdominoplasty with liposuction of the love handles yield a shorter scar? An analysis with abdominal 3D laser scanning.

The aim of this study was to evaluate the combination of abdominoplasty with liposuction of both flanks with regards to length of scar, complications, and patient's satisfaction. A retrospective analysis of 35 patients who underwent esthetic abdominoplasty at our institution between 2002 and 2004 was performed. Thirteen patients underwent abdominoplasty with liposuction of both flanks, 22 patients underwent conventional abdominoplasty. Liposuction of the flanks did not increase the rate of complications of the abdominoplasty procedures. We found a tendency toward shorter scars in patients who underwent abdominoplasty combined with liposuction of the flanks. Implementation of 3-dimensional laser surface scanning to objectify the postoperative outcomes, documented a comparable degree of flatness of the achieved body contouring in both procedures. 3-dimensional laser surface scanning can be a valuable tool to objectify assessment of postoperative results.

Your result shows a medium abdominal aortic aneurysm (AAA)

This leaflet is given to all men who have attended screening through the Northern Ireland Abdominal Aortic Aneurysm (AAA) Screening Programme and been diagnosed with a medium AAA.The leaflet provides: background information on the AAA screening programme; details on what a medium AAA is; information on the monitoring process to regularly check the size of the AAA;lifestyle advice that may help those men diagnosed with an AAA. Men who have been diagnosed with a medium AAA will be invited to a monitoring scan once every three months, unless their AAA increases in size to a large AAA, at which point they will be referred to a team of vascular specialists for further assessment and the possible offer of surgery.

De novo lipogenesis in adipose tissue is associated with course of morbid obesity after bariatric surgery.

OBJECTIVE De novo lipogenesis is involved in fatty acid biosynthesis and could be involved in the regulation of the triglyceride storage capacity of adipose tissue. However, the association between lipogenic and lipolytic genes and the evolution of morbidly obese subjects after bariatric surgery remains unknown. In this prospective study we analyze the association between the improvement in the morbidly obese patients as a result of bariatric surgery and the basal expression of lipogenic and lipolytic genes. METHODS We study 23 non diabetic morbidly obese patients who were studied before and 7 months after bariatric surgery. Also, we analyze the relative basal mRNA expression levels of lipogenic and lipolytic genes in epiploic visceral adipose tissue (VAT) and abdominal subcutaneous adipose tissue (SAT). RESULTS When the basal acetyl-CoA carboxylase 1 (ACC1), acetyl-CoA synthetase 2 (ACSS2) and ATP citrate lyase (ACL) expression in SAT was below percentile-50, there was a greater decrease in weight (P = 0.006, P = 0.034, P = 0.026), body mass index (P = 0.008, P = 0.033, P = 0.034) and hip circumference (P = 0.033, P = 0.021, P = 0.083) after bariatric surgery. In VAT, when the basal ACSS2 expression was below percentile-50, there was a greater decrease in hip circumference (P = 0.006). After adjusting for confounding variables in logistic regression models, only the morbidly obese patients with SAT or VAT ACSS2 expression ≥ P50 before bariatric surgery had a lower percentage hip circumference loss (surgery (SAT: P = 0.039; VAT: P = 0.033). CONCLUSIONS A lower basal ACSS2, ACC1 and ACL expression, genes involved in de novo lipogenesis, is associated with a better evolution of anthropometric variables after bariatric surgery. Thus, the previous state of the pathways involved in fatty acid metabolism may have repercussions on the improvement of these patients.

Complicated intra-abdominal infections in a worldwide context: an observational prospective study (CIAOW Study).

Despite advances in diagnosis, surgery, and antimicrobial therapy, mortality rates associated with complicated intra-abdominal infections remain exceedingly high. The World Society of Emergency Surgery (WSES) has designed the CIAOW study in order to describe the clinical, microbiological, and management-related profiles of both community- and healthcare-acquired complicated intra-abdominal infections in a worldwide context. The CIAOW study (Complicated Intra-Abdominal infection Observational Worldwide Study) is a multicenter observational study currently underway in 57 medical institutions worldwide. The study includes patients undergoing surgery or interventional drainage to address complicated intra-abdominal infections. This preliminary report includes all data from almost the first two months of the six-month study period. Patients who met inclusion criteria with either community-acquired or healthcare-associated complicated intra-abdominal infections (IAIs) were included in the study. 702 patients with a mean age of 49.2 years (range 18-98) were enrolled in the study. 272 patients (38.7%) were women and 430 (62.3%) were men. Among these patients, 615 (87.6%) were affected by community-acquired IAIs while the remaining 87 (12.4%) suffered from healthcare-associated infections. Generalized peritonitis was observed in 304 patients (43.3%), whereas localized peritonitis or abscesses was registered in 398 (57.7%) patients.The overall mortality rate was 10.1% (71/702). The final results of the CIAOW Study will be published following the conclusion of the study period in March 2013.

Complicated intra-abdominal infections in Europe: a comprehensive review of the CIAO study.

The CIAO Study ("Complicated Intra-Abdominal infection Observational" Study) is a multicenter investigation performed in 68 medical institutions throughout Europe over the course of a 6-month observational period (January-June 2012).Patients with either community-acquired or healthcare-associated complicated intra-abdominal infections (IAIs) were included in the study.2,152 patients with a mean age of 53.8 years (range: 4-98 years) were enrolled in the study. 46.3% of the patients were women and 53.7% were men. Intraperitoneal specimens were collected from 62.2% of the enrolled patients, and from these samples, a variety of microorganisms were collectively identified.The overall mortality rate was 7.5% (163/2.152).According to multivariate analysis of the compiled data, several criteria were found to be independent variables predictive of patient mortality, including patient age, the presence of an intestinal non-appendicular source of infection (colonic non-diverticular perforation, complicated diverticulitis, small bowel perforation), a delayed initial intervention (a delay exceeding 24 hours), sepsis and septic shock in the immediate post-operative period, and ICU admission.Given the sweeping geographical distribution of the participating medical centers, the CIAO Study gives an accurate description of the epidemiological, clinical, microbiological, and treatment profiles of complicated intra-abdominal infections (IAIs) throughout Europe.

Complicated intra-abdominal infections worldwide: the definitive data of the CIAOW Study.

The CIAOW study (Complicated intra-abdominal infections worldwide observational study) is a multicenter observational study underwent in 68 medical institutions worldwide during a six-month study period (October 2012-March 2013). The study included patients older than 18 years undergoing surgery or interventional drainage to address complicated intra-abdominal infections (IAIs). 1898 patients with a mean age of 51.6 years (range 18-99) were enrolled in the study. 777 patients (41%) were women and 1,121 (59%) were men. Among these patients, 1,645 (86.7%) were affected by community-acquired IAIs while the remaining 253 (13.3%) suffered from healthcare-associated infections. Intraperitoneal specimens were collected from 1,190 (62.7%) of the enrolled patients. 827 patients (43.6%) were affected by generalized peritonitis while 1071 (56.4%) suffered from localized peritonitis or abscesses. The overall mortality rate was 10.5% (199/1898). According to stepwise multivariate analysis (PR = 0.005 and PE = 0.001), several criteria were found to be independent variables predictive of mortality, including patient age (OR = 1.1; 95%CI = 1.0-1.1; p < 0.0001), the presence of small bowel perforation (OR = 2.8; 95%CI = 1.5-5.3; p < 0.0001), a delayed initial intervention (a delay exceeding 24 hours) (OR = 1.8; 95%CI = 1.5-3.7; p < 0.0001), ICU admission (OR = 5.9; 95%CI = 3.6-9.5; p < 0.0001) and patient immunosuppression (OR = 3.8; 95%CI = 2.1-6.7; p < 0.0001).