A multivariate model to determine prognostic factors in gastrointestinal fistulas
Background: Some studies have identified and selected factors that were associated with prognosis in patients with gastrointestinal fistulas, but a multivariate analysis to determine their relative importance and independent predictive value has not been done. The aim of this study was to determine...
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Published in | Journal of the American College of Surgeons Vol. 188; no. 5; pp. 483 - 490 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
New York, NY
Elsevier Inc
01.05.1999
Elsevier Science American College of Surgeons |
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Abstract | Background: Some studies have identified and selected factors that were associated with prognosis in patients with gastrointestinal fistulas, but a multivariate analysis to determine their relative importance and independent predictive value has not been done. The aim of this study was to determine independent prognostic factors for fistula closure and death in patients with gastrointestinal fistulas using a multivariate model.
Study Design: Several variables were assessed related to spontaneous closure, surgical closure, and mortality in 188 patients with digestive fistulas (duodenal 22.3%, jejunoileal 28.7%, colonic 23.9%, biliopancreatic 25%). Selection of the variables was done through a forward stepwise logistic regression procedure; the final models were used to estimate the probability of closure, either spontaneous or surgical, and the probability of death.
Results: Variables significant for spontaneous closure were: cause of the fistula (p = 0.027), fistula output (p = 0.037), institutional origin of the patient (p = 0.026), and occurrence of complications (p < 0.001). Organ of origin of the fistula was only marginally significant (p = 0.068). Successful surgical closure was significantly associated with the presence of complications (p = 0.001) and was marginally associated with age (p = 0.069). Variables significant for death were fistula output (p = 0.009) and the presence of complications (p < 0.001).
Conclusions: We conclude that the likelihood of spontaneous fistula closure is higher for fistulas with surgical causes, low output, and with no complications. Mortality is higher in patients with complications and with high-output fistulas. |
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AbstractList | BACKGROUND: Some studies have identified and selected factors that were associated with prognosis in patients with gastrointestinal fistulas, but a multivariate analysis to determine their relative importance and independent predictive value has not been done. The aim of this study was to determine independent prognostic factors for fistula closure and death in patients with gastrointestinal fistulas using a multivariate model. STUDY DESIGN: Several variables were assessed related to spontaneous closure, surgical closure, and mortality in 188 patients with digestive fistulas (duodenal 22.3%, jejunoileal 28.7%, colonic 23.9%, biliopancreatic 25%). Selection of the variables was done through a forward stepwise logistic regression procedure; the final models were used to estimate the probability of closure, either spontaneous or surgical, and the probability of death. RESULTS: Variables significant for spontaneous closure were: cause of the fistula (p = 0.027), fistula output (p = 0.037), institutional origin of the patient (p = 0.026), and occurrence of complications (p<0.001). Organ of origin of the fistula was only marginally significant (p = 0.068). Successful surgical closure was significantly associated with the presence of complications (p = 0.001) and was marginally associated with age (p = 0.069). Variables significant for death were fistula output (p = 0.009) and the presence of complications (p<0.001). CONCLUSIONS: We conclude that the likelihood of spontaneous fistula closure is higher for fistulas with surgical causes, low output, and with no complications. Mortality is higher in patients with complications and with high-output fistulas. Background: Some studies have identified and selected factors that were associated with prognosis in patients with gastrointestinal fistulas, but a multivariate analysis to determine their relative importance and independent predictive value has not been done. The aim of this study was to determine independent prognostic factors for fistula closure and death in patients with gastrointestinal fistulas using a multivariate model. Study Design: Several variables were assessed related to spontaneous closure, surgical closure, and mortality in 188 patients with digestive fistulas (duodenal 22.3%, jejunoileal 28.7%, colonic 23.9%, biliopancreatic 25%). Selection of the variables was done through a forward stepwise logistic regression procedure; the final models were used to estimate the probability of closure, either spontaneous or surgical, and the probability of death. Results: Variables significant for spontaneous closure were: cause of the fistula (p = 0.027), fistula output (p = 0.037), institutional origin of the patient (p = 0.026), and occurrence of complications (p < 0.001). Organ of origin of the fistula was only marginally significant (p = 0.068). Successful surgical closure was significantly associated with the presence of complications (p = 0.001) and was marginally associated with age (p = 0.069). Variables significant for death were fistula output (p = 0.009) and the presence of complications (p < 0.001). Conclusions: We conclude that the likelihood of spontaneous fistula closure is higher for fistulas with surgical causes, low output, and with no complications. Mortality is higher in patients with complications and with high-output fistulas. Some studies have identified and selected factors that were associated with prognosis in patients with gastrointestinal fistulas, but a multivariate analysis to determine their relative importance and independent predictive value has not been done. The aim of this study was to determine independent prognostic factors for fistula closure and death in patients with gastrointestinal fistulas using a multivariate model. Several variables were assessed related to spontaneous closure, surgical closure, and mortality in 188 patients with digestive fistulas (duodenal 22.3%, jejunoileal 28.7%, colonic 23.9%, biliopancreatic 25%). Selection of the variables was done through a forward stepwise logistic regression procedure; the final models were used to estimate the probability of closure, either spontaneous or surgical, and the probability of death. Variables significant for spontaneous closure were: cause of the fistula (p = 0.027), fistula output (p = 0.037), institutional origin of the patient (p = 0.026), and occurrence of complications (p<0.001). Organ of origin of the fistula was only marginally significant (p = 0.068). Successful surgical closure was significantly associated with the presence of complications (p = 0.001) and was marginally associated with age (p = 0.069). Variables significant for death were fistula output (p = 0.009) and the presence of complications (p<0.001). We conclude that the likelihood of spontaneous fistula closure is higher for fistulas with surgical causes, low output, and with no complications. Mortality is higher in patients with complications and with high-output fistulas. BACKGROUNDSome studies have identified and selected factors that were associated with prognosis in patients with gastrointestinal fistulas, but a multivariate analysis to determine their relative importance and independent predictive value has not been done. The aim of this study was to determine independent prognostic factors for fistula closure and death in patients with gastrointestinal fistulas using a multivariate model.STUDY DESIGNSeveral variables were assessed related to spontaneous closure, surgical closure, and mortality in 188 patients with digestive fistulas (duodenal 22.3%, jejunoileal 28.7%, colonic 23.9%, biliopancreatic 25%). Selection of the variables was done through a forward stepwise logistic regression procedure; the final models were used to estimate the probability of closure, either spontaneous or surgical, and the probability of death.RESULTSVariables significant for spontaneous closure were: cause of the fistula (p = 0.027), fistula output (p = 0.037), institutional origin of the patient (p = 0.026), and occurrence of complications (p<0.001). Organ of origin of the fistula was only marginally significant (p = 0.068). Successful surgical closure was significantly associated with the presence of complications (p = 0.001) and was marginally associated with age (p = 0.069). Variables significant for death were fistula output (p = 0.009) and the presence of complications (p<0.001).CONCLUSIONSWe conclude that the likelihood of spontaneous fistula closure is higher for fistulas with surgical causes, low output, and with no complications. Mortality is higher in patients with complications and with high-output fistulas. |
Author | Matias, Jorge E.F. Campos, Antonio C.L. Andrade, Dalton F. Campos, Guilherme M.R. Coelho, Julio C.U. |
Author_xml | – sequence: 1 givenname: Antonio C.L. surname: Campos fullname: Campos, Antonio C.L. organization: Division of Gastrointestinal Surgery, Federal University of Parana, Curitiba, Brazil – sequence: 2 givenname: Dalton F. surname: Andrade fullname: Andrade, Dalton F. organization: Department of Statistics, University of Sao Paulo, Sao Paulo, Brazil – sequence: 3 givenname: Guilherme M.R. surname: Campos fullname: Campos, Guilherme M.R. organization: Division of Gastrointestinal Surgery, Federal University of Parana, Curitiba, Brazil – sequence: 4 givenname: Jorge E.F. surname: Matias fullname: Matias, Jorge E.F. organization: Division of Gastrointestinal Surgery, Federal University of Parana, Curitiba, Brazil – sequence: 5 givenname: Julio C.U. surname: Coelho fullname: Coelho, Julio C.U. organization: Division of Gastrointestinal Surgery, Federal University of Parana, Curitiba, Brazil |
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Keywords | Human Prognosis Etiology Mortality Digestive diseases Intestinal disease Evolution Fistula Predictive factor Gastrointestinal Comparative study Gastric disease |
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Snippet | Background: Some studies have identified and selected factors that were associated with prognosis in patients with gastrointestinal fistulas, but a... Some studies have identified and selected factors that were associated with prognosis in patients with gastrointestinal fistulas, but a multivariate analysis... BACKGROUND: Some studies have identified and selected factors that were associated with prognosis in patients with gastrointestinal fistulas, but a... BACKGROUNDSome studies have identified and selected factors that were associated with prognosis in patients with gastrointestinal fistulas, but a multivariate... |
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SubjectTerms | Adult Biological and medical sciences Female Gastric Fistula - surgery Gastric Fistula - therapy Gastroenterology. Liver. Pancreas. Abdomen Humans Intestinal Fistula - surgery Intestinal Fistula - therapy Male Medical sciences Middle Aged Models, Statistical Multivariate Analysis Odds Ratio Other diseases. Semiology Prognosis Prospective Studies Stomach. Duodenum. Small intestine. Colon. Rectum. Anus Tropical medicine |
Title | A multivariate model to determine prognostic factors in gastrointestinal fistulas |
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