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ARTICLE |

A Clinical Prediction Rule for Delirium After Elective Noncardiac Surgery FREE

Edward R. Marcantonio, MD, SM; Lee Goldman, MD, MPH; Carol M. Mangione, MD, SM; Lynn E. Ludwig, RN, BSN; Brenda Muraca, RN; Christine M. Haslauer; Magruder C. Donaldson, MD; Anthony D. Whittemore, MD; David J. Sugarbaker, MD; Robert Poss, MD; Susan Haas, MD, SM; E. Francis Cook, ScD; E. John Orav, PhD; Thomas H. Lee, MD, SM
[+] Author Affiliations

Presented in part at the 15th Annual National Meeting of the Society of General Internal Medicine, Washington, DC, April 30, 1992.

Reprint requests to Division of Clinical Epidemiology, Brigham and Women's Hospital, 75 Francis St, Boston, MA 02115 (Dr Lee).


JAMA. 1994;271(2):134-139. doi:10.1001/jama.1994.03510260066030
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Published online

Objective.  —To develop and validate a clinical prediction rule for postoperative delirium using data available to clinicians preoperatively.

Design.  —Prospective cohort study.

Setting.  —General surgery, orthopedic surgery, and gynecology services at Brigham and Women's Hospital, Boston, Mass.

Patients.  —Consenting patients older than 50 years admitted for major elective noncardiac surgery between November 1, 1990, and March 15, 1992 (N=1341).

Measurements.  —All patients underwent preoperative evaluations, including a medical history, physical examination, laboratory tests, and assessments of physical and cognitive function using the Specific Activity Scale and the Telephone Interview for Cognitive Status. Postoperative delirium was diagnosed using the Confusion Assessment Method or using data from the medical record and the hospital's nursing intensity index. Patients were followed up for the duration of hospitalization to determine major complication rates, length of stay, and discharge disposition.

Results.  —Postoperative delirium occurred in 117 (9%) of the 1341 patients studied. Independent correlates included age 70 years or older; self-reported alcohol abuse; poor cognitive status; poor functional status; markedly abnormal preoperative serum sodium, potassium, or glucose level; noncardiac thoracic surgery; and aortic aneurysm surgery. Using these seven preoperative factors, a simple predictive rule was developed. In an independent population, the rule stratified patients into groups with low (2%), medium (8%, 13%), and high (50%) rates of postoperative delirium. Patients who developed delirium had higher rates of major complications, longer lengths of stay, and higher rates of discharge to long-term care or rehabilitative facilities.

Conclusions.  — Using data available preoperatively, clinicians can stratify patients into risk groups for the development of delirium. Since delirium is associated with a variety of adverse outcomes, patients with substantial risk for this complication could be candidates for interventions to reduce the incidence of postoperative delirium and potentially improve overall surgical outcomes.(JAMA. 1994;271:134-139)

REFERENCES

Lipowski ZJ.  Delirium in the elderly patient. N Engl J Med . 1989;;320:578-582.
Francis J, Kapoor WN.  Delirium in hospitalized elderly. J Gen Intern Med . 1990;;5:65-79.
Thomas RI, Cameron DJ, Fahs MC.  A prospective study of delirium and prolonged hospital stay. Arch Gen Psychiatry . 1988;;45:937-940.
Seymour DG, Pringle R.  Postoperative complications in the elderly surgical patient. Gerontology . 1983;;29:262-270.
Millar HR.  Psychiatric morbidity in elderly surgical patients. Br J Psychiatry . 1981;;138:17-20.
Gustafson Y, Berggren D, Brannstrom B, et al.  Acute confusional states in elderly patients treated for femoral neck fracture. J Am Geriatr Soc . 1988;; 36:325-330.
Williams-Russo P, Urquhart BL, Sharrock NE, Charlson ME.  Post-operative delirium: predictors and prognosis in elderly orthopedic patients. J Am Geriatr Soc . 1992;;40:759-767.
Morse RM, Litin EM.  Postoperative delirium: a study of etiologic factors. Am J Psychiatry . 1969;; 126:388-395.
Rogers MP, Liang MH, Daltroy LH, et al.  Delirium after elective orthopedic surgery: risk factors and natural history. Int J Psychiatry Med . 1989;;19:109-121.
Charlson ME, Pompei P, Ales KL, MacKenzie CR.  A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis . 1987;;40:373-383.
Dripps RD, Lamont A, Eckenhoff JE.  The role of anesthesia in surgical mortality. JAMA . 1961;; 178:261-266.
Goldman L, Hashimoto B, Cook EF, Loscalzo A.  Comparative reproducibility and validity of systems for assessing cardiovascular functional class: advantages of a new specific activity scale. Circulation . 1981;;64:1227-1233.
Lee TH, Shammash JB, Ribiero JP, et al.  Estimation of maximum oxygen uptake from clinical data: performance of the Specific Activity Scale. Am Heart J . 1988;;115:203-204.
Brandt J, Spencer M, Folstein MF.  The Telephone Interview for Cognitive Status. Neuropsychiatry Neuropsychol Behav Neurol . 1988;;1:111-117
Folstein MF, Folstein SE, McHugh PR.  Mini-Mental State: a practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res . 1975;;12:189-198.
Hegyvary ST, Haussman RK, Kronman B, Burke M. User's Manual for Rush-Medicus Nursing Process Monitoring Methodology . Chicago, Ill: Technical Reports; 1979;.
American Psychiatric Association, Committee on Nomenclature and Statistics. Diagnostic and Statistical Manual of Mental Disorders, Revised Third Edition . Washington, DC: American Psychiatric Association; 1987;.
Inouye SK, van Dyck CH, Alessi CA, Balkin S, Siegal AP, Horwitz RI.  Clarifying confusion: the Confusion Assessment Method. Ann Intern Med . 1990;;113:941-948.
Francis J.  When do physicians and nurses recognize and document delirium? J Am Geriatr Soc . 1992;;40( (suppl 10) ):SA10.
Sox HC, Blatt, MA, Higgins MC, Marton HI. Medical Decision Making . Boston, Mass: Butterworths Publishing; 1988;.
Sier H, Ouslander J, Orzeck S.  Urinary incontinence among geriatric patients in an acute-care hospital. JAMA . 1987;;257:1776-1771.
Francis J, Martin D, Kapoor W.  A prospective study of delirium in hospitalized elderly. JAMA . 1990;;263:1097-1101.
Levkoff SE, Evans DA, Liptzin B, et al.  Delirium: the occurrence and persistence of symptoms among elderly hospitalized patients. Arch Intern Med . 1992;;152:334-340.
Inouye SK, Viscoli CM, Horwitz RI, Hurst LD, Tinetti ME.  A predictive model for delirium in hospitalized elderly medical patients based on admission characteristics. Ann Intern Med . 1993;;119:474-481.
Levkoff SE, Safran C, Cleary PD, Gallop J, Phillips RS.  Identification of factors associated with the diagnosis of delirium in elderly hospitalized patients. J Am Geriatr Soc . 1988;;36:1099-1104.
Rockwood K.  Acute confusion in elderly medical inpatients. J Am Geriatr Soc . 1989;;37:150-154.
Schor JD, Levkoff SE, Lipsitz LA, et al.  Risk factors for delirium in hospitalized elderly. JAMA . 1992;;267:827-831.
Golinger RC, Peet T, Tune LE.  Association of elevated plasma anticholinergic activity with delirium in surgical patients. Am J Psychiatry . 1987;; 144:1218-1220.
Eisendrath SJ, Goldman B, Douglas J, Dimatteo L, VanDyke C.  Meperidine-induced delirium. Am J Psychiatry . 1987;;144:1062-1065.
Gustafson Y, Brannstrom B, Berggren D, et al.  A geriatric-anesthesiologic program to reduce acute confusional states in elderly patients treated for femoral neck fractures. J Am Geriatr Soc . 1991;;39: 655-662.

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Lipowski ZJ.  Delirium in the elderly patient. N Engl J Med . 1989;;320:578-582.
Francis J, Kapoor WN.  Delirium in hospitalized elderly. J Gen Intern Med . 1990;;5:65-79.
Thomas RI, Cameron DJ, Fahs MC.  A prospective study of delirium and prolonged hospital stay. Arch Gen Psychiatry . 1988;;45:937-940.
Seymour DG, Pringle R.  Postoperative complications in the elderly surgical patient. Gerontology . 1983;;29:262-270.
Millar HR.  Psychiatric morbidity in elderly surgical patients. Br J Psychiatry . 1981;;138:17-20.
Gustafson Y, Berggren D, Brannstrom B, et al.  Acute confusional states in elderly patients treated for femoral neck fracture. J Am Geriatr Soc . 1988;; 36:325-330.
Williams-Russo P, Urquhart BL, Sharrock NE, Charlson ME.  Post-operative delirium: predictors and prognosis in elderly orthopedic patients. J Am Geriatr Soc . 1992;;40:759-767.
Morse RM, Litin EM.  Postoperative delirium: a study of etiologic factors. Am J Psychiatry . 1969;; 126:388-395.
Rogers MP, Liang MH, Daltroy LH, et al.  Delirium after elective orthopedic surgery: risk factors and natural history. Int J Psychiatry Med . 1989;;19:109-121.
Charlson ME, Pompei P, Ales KL, MacKenzie CR.  A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis . 1987;;40:373-383.
Dripps RD, Lamont A, Eckenhoff JE.  The role of anesthesia in surgical mortality. JAMA . 1961;; 178:261-266.
Goldman L, Hashimoto B, Cook EF, Loscalzo A.  Comparative reproducibility and validity of systems for assessing cardiovascular functional class: advantages of a new specific activity scale. Circulation . 1981;;64:1227-1233.
Lee TH, Shammash JB, Ribiero JP, et al.  Estimation of maximum oxygen uptake from clinical data: performance of the Specific Activity Scale. Am Heart J . 1988;;115:203-204.
Brandt J, Spencer M, Folstein MF.  The Telephone Interview for Cognitive Status. Neuropsychiatry Neuropsychol Behav Neurol . 1988;;1:111-117
Folstein MF, Folstein SE, McHugh PR.  Mini-Mental State: a practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res . 1975;;12:189-198.
Hegyvary ST, Haussman RK, Kronman B, Burke M. User's Manual for Rush-Medicus Nursing Process Monitoring Methodology . Chicago, Ill: Technical Reports; 1979;.
American Psychiatric Association, Committee on Nomenclature and Statistics. Diagnostic and Statistical Manual of Mental Disorders, Revised Third Edition . Washington, DC: American Psychiatric Association; 1987;.
Inouye SK, van Dyck CH, Alessi CA, Balkin S, Siegal AP, Horwitz RI.  Clarifying confusion: the Confusion Assessment Method. Ann Intern Med . 1990;;113:941-948.
Francis J.  When do physicians and nurses recognize and document delirium? J Am Geriatr Soc . 1992;;40( (suppl 10) ):SA10.
Sox HC, Blatt, MA, Higgins MC, Marton HI. Medical Decision Making . Boston, Mass: Butterworths Publishing; 1988;.
Sier H, Ouslander J, Orzeck S.  Urinary incontinence among geriatric patients in an acute-care hospital. JAMA . 1987;;257:1776-1771.
Francis J, Martin D, Kapoor W.  A prospective study of delirium in hospitalized elderly. JAMA . 1990;;263:1097-1101.
Levkoff SE, Evans DA, Liptzin B, et al.  Delirium: the occurrence and persistence of symptoms among elderly hospitalized patients. Arch Intern Med . 1992;;152:334-340.
Inouye SK, Viscoli CM, Horwitz RI, Hurst LD, Tinetti ME.  A predictive model for delirium in hospitalized elderly medical patients based on admission characteristics. Ann Intern Med . 1993;;119:474-481.
Levkoff SE, Safran C, Cleary PD, Gallop J, Phillips RS.  Identification of factors associated with the diagnosis of delirium in elderly hospitalized patients. J Am Geriatr Soc . 1988;;36:1099-1104.
Rockwood K.  Acute confusion in elderly medical inpatients. J Am Geriatr Soc . 1989;;37:150-154.
Schor JD, Levkoff SE, Lipsitz LA, et al.  Risk factors for delirium in hospitalized elderly. JAMA . 1992;;267:827-831.
Golinger RC, Peet T, Tune LE.  Association of elevated plasma anticholinergic activity with delirium in surgical patients. Am J Psychiatry . 1987;; 144:1218-1220.
Eisendrath SJ, Goldman B, Douglas J, Dimatteo L, VanDyke C.  Meperidine-induced delirium. Am J Psychiatry . 1987;;144:1062-1065.
Gustafson Y, Brannstrom B, Berggren D, et al.  A geriatric-anesthesiologic program to reduce acute confusional states in elderly patients treated for femoral neck fractures. J Am Geriatr Soc . 1991;;39: 655-662.
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