pmc logo imageJournal ListSearchpmc logo image
Logo of annrcseJournal URL: redirect3.cgi?&&auth=0lmc6qMzpWbwFMuqEJtHDsej_xHOGQcG9ddiF15YN&reftype=publisher&artid=2502219&article-id=2502219&iid=170482&issue-id=170482&jid=386&journal-id=386&FROM=Article|Banner&TO=Publisher|Other|N%2FA&rendering-type=normal&&http://www.rcseng.ac.uk/publications/annals/
Ann R Coll Surg Engl. 1994 March; 76(2): 132–135.
PMCID: PMC2502219
GORA: a scoring system for the quantification of risk of graft occlusion.
G. P. Copeland, P. Edwards, A. Wilcox, P. N. Wake, and P. L. Harris
Warrington Hospital NHS Trust, Liverpool.
Abstract
Auditing the outcome from vascular surgery with regard to graft occlusion is made difficult by variations in the type of surgery performed and the case mix. These difficulties are compounded when attempting to compare units. In the present study we have attempted to develop a scoring system to predict the risk of graft occlusion, and thus compensate for these variables. Prospectively collected data from 214 consecutive patients undergoing vascular reconstructive surgery (233 arterial grafts) were analysed. Graft occlusion occurred in 82 patients (35.2%). Using a multivariate linear regression analysis of these data a five-factor, five-grade scoring system has been devised (GORA: Graft Occlusive Risk Assessment). Logistic regression analysis of the observed risk of occlusion with this derived score produced the following relationship between the odds ratio of occlusive risk and GORA score: (logeR/1 - R = (0.229 x score) - 4.165). The score was then validated in a different group of 186 patients (196 arterial grafts). In both groups the score was found to predict accurately the risk of graft occlusion (P < 0.001). There was no significant difference in the receiver operating characteristic curves between the estimation and validation groups.
Full text
Full text is available as a scanned copy of the original print version. Get a printable copy (PDF file) of the complete article (644K), or click on a page image below to browse page by page. Links to PubMed are also available for Selected References.
Selected References
These references are in PubMed. This may not be the complete list of references from this article.
  • Budd, JS; Brennan, J; Beard, JD; Warren, H; Burton, PR; Bell, PR. Infrainguinal bypass surgery: factors determining late graft patency. Br J Surg. 1990 Dec;77(12):1382–1387. [PubMed]
  • Copeland, GP; Jones, D; Wilcox, A; Harris, PL. Comparative vascular audit using the POSSUM scoring system. Ann R Coll Surg Engl. 1993 May;75(3):175–177. [PubMed]
  • Knaus, WA; Draper, EA; Wagner, DP; Zimmerman, JE. APACHE II: a severity of disease classification system. Crit Care Med. 1985 Oct;13(10):818–829. [PubMed]
  • Cooperman, M; Pflug, B; Martin, EW, Jr; Evans, WE. Cardiovascular risk factors in patients with peripheral vascular disease. Surgery. 1978 Oct;84(4):505–509. [PubMed]
  • Domaingue, CM; Davies, MJ; Cronin, KD. Cardiovascular risk factors in patients for vascular surgery. Anaesth Intensive Care. 1982 Nov;10(4):324–327. [PubMed]
  • Goldman, L; Caldera, DL; Nussbaum, SR; Southwick, FS; Krogstad, D; Murray, B; Burke, DS; O'Malley, TA; Goroll, AH; Caplan, CH; Nolan, J; Carabello, B; Slater, EE. Multifactorial index of cardiac risk in noncardiac surgical procedures. N Engl J Med. 1977 Oct 20;297(16):845–850. [PubMed]
  • Rutherford, RB; Jones, DN; Bergentz, SE; Bergqvist, D; Comerota, AJ; Dardik, H; Flinn, WH; Fry, WJ; McIntyre, K; Moore, WS, et al. Factors affecting the patency of infrainguinal bypass. J Vasc Surg. 1988 Sep;8(3):236–246. [PubMed]
  • OVERALL, JE; WILLIAMS, CM. Models for medical diagnosis. Behav Sci. 1961 Apr;6:134–141. [PubMed]