TY - JOUR
T1 - Predictive and associative models to identify hospitalized medical patients at risk for VTE
AU - Spyropoulos, Alex C.
AU - Anderson, Frederick A.
AU - FitzGerald, Gordon
AU - Decousus, Herve
AU - Pini, Mario
AU - Chong, Beng H.
AU - Zotz, Rainer B.
AU - Bergmann, Jean François
AU - Tapson, Victor
AU - Froehlich, James B.
AU - Monreal, Manuel
AU - Merli, Geno J.
AU - Pavanello, Ricardo
AU - Turpie, Alexander G.G.
AU - Nakamura, Mashio
AU - Piovella, Franco
AU - Kakkar, Ajay K.
AU - Spencer, Frederick A.
N1 - Funding Information:
Funding/Support: The IMPROVE study was supported by a grant from Sanofi-Aventis to the Center for Outcomes Research at the University of Massachusetts Medical School.
PY - 2011/9/1
Y1 - 2011/9/1
N2 - Background: Acutely ill hospitalized medical patients are at risk for VTE. We assessed the incidence of VTE in the observational International Medical Prevention Registry on Venous Thromboembolism (IMPROVE) study and derived VTE risk assessment scores at admission and associative VTE scores during hospitalization. Methods: Data from 15,156 medical patients were analyzed to determine the cumulative incidence of clinically observed VTE over 3 months after admission. Multiple regression analysis identified factors associated with VTE risk. Results: Of the 184 patients who developed symptomatic VTE, 76 had pulmonary embolism, and 67 had lower-extremity DVT. Cumulative VTE incidence was 1.0%; 45% of events occurred after discharge. Factors independently associated with VTE were previous VTE, known thrombophilia, cancer, age > 60 years, lower-limb paralysis, immobilization ≥ 7 days, and admission to an ICU or coronary care unit (first four were available at admission). Points were assigned to each factor identified to give a total risk score for each patient. At admission, 67% of patients had a score ≥ 1. During hospitalization, 31% had a score ≥ 2; for a score of 2 or 3, observed VTE risk was 1.5% vs 5.7% for a score ≥ 4. Observed and predicted rates were similar for both models (C statistic, 0.65 and 0.69, respectively). During hospitalization, a score ≥ 2 was associated with higher overall and VTE-related mortality. Conclusions: Weighted VTE risk scores derived from four clinical risk factors at hospital admission can predict VTE risk in acutely ill hospitalized medical patients. Scores derived from seven clinical factors during hospitalization may help us to further understand symptomatic VTE risk. These scores require external validation.
AB - Background: Acutely ill hospitalized medical patients are at risk for VTE. We assessed the incidence of VTE in the observational International Medical Prevention Registry on Venous Thromboembolism (IMPROVE) study and derived VTE risk assessment scores at admission and associative VTE scores during hospitalization. Methods: Data from 15,156 medical patients were analyzed to determine the cumulative incidence of clinically observed VTE over 3 months after admission. Multiple regression analysis identified factors associated with VTE risk. Results: Of the 184 patients who developed symptomatic VTE, 76 had pulmonary embolism, and 67 had lower-extremity DVT. Cumulative VTE incidence was 1.0%; 45% of events occurred after discharge. Factors independently associated with VTE were previous VTE, known thrombophilia, cancer, age > 60 years, lower-limb paralysis, immobilization ≥ 7 days, and admission to an ICU or coronary care unit (first four were available at admission). Points were assigned to each factor identified to give a total risk score for each patient. At admission, 67% of patients had a score ≥ 1. During hospitalization, 31% had a score ≥ 2; for a score of 2 or 3, observed VTE risk was 1.5% vs 5.7% for a score ≥ 4. Observed and predicted rates were similar for both models (C statistic, 0.65 and 0.69, respectively). During hospitalization, a score ≥ 2 was associated with higher overall and VTE-related mortality. Conclusions: Weighted VTE risk scores derived from four clinical risk factors at hospital admission can predict VTE risk in acutely ill hospitalized medical patients. Scores derived from seven clinical factors during hospitalization may help us to further understand symptomatic VTE risk. These scores require external validation.
UR - http://www.scopus.com/inward/record.url?scp=80052660508&partnerID=8YFLogxK
U2 - 10.1378/chest.10-1944
DO - 10.1378/chest.10-1944
M3 - Article
AN - SCOPUS:80052660508
SN - 0012-3692
VL - 140
SP - 706
EP - 714
JO - Chest
JF - Chest
IS - 3
ER -