[en] We investigated the problem of outcome prediction from seven risk factors in 40 severely head injured patients - 13 favorable and 27 unfavorable outcomes. By applying stepwise logistic discriminant analysis to the patients' data, we selected three significant risk variables: cerebrospinal fluid (CSF) CK-BB isoenzyme activity recorded on admission, severely raised intracranial pressure (more than 40 mmHg) and age, respectively. CSF CK-BB activity, which quantifies the initial neurological damage, proved to be the best prognostic factor. The presence of severe intracranial hypertension was always associated with a bad outcome, whereas its absence was not necessarily indicative of good prognosis. Finally, we combined the three selected variables into a single risk index, which allowed correct predictions in 92% of patients with favorable outcome and in 85% of patients with unfavorable outcome (total predictive efficiency 88%).
Disciplines :
Laboratory medicine & medical technology
Author, co-author :
Hans, Pol ; Centre Hospitalier Universitaire de Liège - CHU > Anesthésie et réanimation
Albert, Adelin ; Université de Liège - ULiège > Département des sciences de la santé publique > Informatique médicale et biostatistique - Département de mathématique
Born, J. D.
Chapelle, Jean-Paul ; Université de Liège - ULiège > Département de pharmacie > Chimie médicale
Language :
English
Title :
Derivation of a bioclinical prognostic index in severe head injury.
Publication date :
1985
Journal title :
Intensive Care Medicine
ISSN :
0342-4642
eISSN :
1432-1238
Publisher :
Springer Verlag, New York, United States - New York
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Bibliography
Albert A., Chapelle J.P., Smeets J.P. (1981) Stepwise probit discrimination with specific application to short-term prognosis in acute myocardial infarction. Comp Biomed Res 14:391.
Albert A. (1982) On the use and computation of likelihood ratios in clinical chemistry. Clin Chem 28:1113.
Albert A., Anderson J.A. (1984) On the existence of maximum likelihood estimates in logistic regression models. Biometrika 71:1.
Bakay R.A.E., Ward A.A. (1983) Enzymatic changes in serum and cerebrospinal fluid in neurological injury. J Neurosurg 58:27.
Becker D.P., Miller J.D., Ward J.D., Greenberg R.P., Young H.F., Sakalas R. (1977) The outcome from severe head injury with early diagnosis and intensive management. J Neurosurg 47:491.
Born J.D., Hans P., Dexters J., Kalangu K., Lenelle J., Milbouw G., Stevenaert A. (1982) Evaluation pratique du dysfonctionnement encéphalique chez le traumatisé crânien. Neurochirurgie 28:1.
Bricolo A., Turazzi S., Alexandre A., Rizzuto N. (1977) Decerebrate rigidity in acute head injury. J Neurosurg 47:680.
Bruce D.A., Schut L., Bruno L.A., Wood J.H., Sutton L.N. (1978) Outcome following severe head injuries in children. J. Neurosurg 48:679.
Carlsson C.A., Von Essen C., Lofgren J. (1968) Factors affecting the clinical course of patients with severe head injury. Parts 1 and 2. J Neurosurg 29:242.
Chapelle J.P., Heusghem C. (1980) Further heterogeneity demonstrated for serum creatine kinase isoenzyme MM. Clin Chem 26:457.
Florez G., Cabeza A., Gonzalles J.M., Garcia J., Ucar S. (1976) Changes in serum and cerebrospinal fluid enzyme activity after head injury. Acta Neurochir 35:3.
Galen R.S., Gambino S.R. Beyond normality: the predictive value and efficiency of medical diagnoses, Wiley, New York; 1975.
Hans P., Born J.D., Chapelle J.P., Milbouw G. (1982) Etude isoenzymatique de la créatine kinase chez les traumatises crâniens en coma. Neurochirurgie 28:9.
Hans P., Born J.D., Chapelle J.P., Milbouw G. (1983) Creatine kinase isoenzymes in severe head injury. J Neurosurg 58:689.
Jennett B., Bond M. (1975) Assessment of outcome after severe brain damage. A pratical scale. Lancet 1:480.
Jennett B., Teasdale G. (1981) Assessment of impaired consciousness. Management of head injuries , FA Davis Company, Philadelphia; 77.
Jennett B., Teasdale G., Fay J., Braakman R., Minderhoud J., Heiden J., Kurze T. (1980) Treatment for severe head injury. J Neurol Neurosurg Psychiatry 43:289.
Langfitt T.W. (1978) Measuring the outcome from head injuries. J Neurosurg 48:673.
Lokkeberg A.R., Grimes R.M. (1984) Assessing the influence of non-treatment variables in a study of outcome from severe head injuries. J Neurosurg 61:254.
Maas A.I.R. (1977) Cerebrospinal fluid enzymes in acute brain injury. 2. Relation of CSF enzyme activity to extent of brain injury. J Neurol Neurosurg Psychiatry 40:666.
Marshall L.F., Smith R.W., Shapiro H.N. (1979) The outcome with aggressive treatment in severe head injuries. J Neurosurg 50:20.
Miller J.D., Becker D.P., Ward J.D., Sullivan H.J., Ada W.E., Rosner M.J. (1977) Significance of intracranial hypertension in severe head injury. J Neurosurg 47:503.
Miller J.D., Butterworth J.F., Gudeman S.K., Faulkner J.E., Choi S.C., Selhorst J.B., Harbison J.W., Lutz H.A., Young H.F., Becker D.P. (1981) Further experience in the management of severe head injury. Journal of Neurosurgery 54:289.
Nordby H.K., Urdal P. (1982) The diagnostic value of measuring creatine kinase BB activity in cerebrospinal fluid following acute head injury. Acta Neurochir 65:93.
Rosalki S.B. (1967) An improved procedure for serum creatine phosphokinase determination. J Lab Clin Med 69:696.
Stablein D.M., Miller J.D., Choi S.C., Becker D.P. (1976) Statistical methods for determining prognosis in severe head injury. Neurosurgery 6:243.
Teasdale G., Jennett B. (1974) Assessment of coma and impaired consciousness. A practical scale. Lancet 2:81.
Vaagenes P., Kjekshus J., Torvick A. (1980) The relationship between cerebrospinal fluid creatine kinase and morphologic changes in brain after transient cardiac arrest. Circulation 61:1194.
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