Singh Jasvinder A, Holmgren Aaron R, Noorbaloochi Siamak
Minneapolis VA Medical Center and University of Minnesota, Minneapolis 55417, USA.
Arthritis Rheum. 2004 Dec 15;51(6):952-7. doi: 10.1002/art.20827.
To determine the accuracy of International Classification of Diseases (ICD) code 714 for rheumatoid arthritis (RA) diagnosis in a Veterans Administration (VA) hospital database and to examine the effects of adding laboratory and pharmacy data to ICD code 714 on accuracy of RA diagnosis.
We drew a random sample of patients from all Minneapolis VA rheumatology clinic patients who had at least 1 rheumatology clinic visit between January 2001 and July 2002. Charts of 184 patients were reviewed. The gold standard for RA diagnosis was chart documentation of RA diagnosis by a rheumatologist on > or =2 visits >6 weeks apart. The data definitions of RA diagnosis included presence of ICD code 714 alone or various combinations of ICD code 714, a positive rheumatoid factor (RF), and prescription for a disease-modifying antirheumatic drug (DMARD). Accuracy of data definitions of RA was assessed by calculating sensitivity, specificity, positive and negative predictive values, and area under the receiver operator characteristics curve.
Diagnosis by ICD code 714 had 100% sensitivity, but specificity was only 55% because of a false-positive rate of 34%. The addition of a positive RF and/or a DMARD prescription to ICD code 714 dramatically improved specificity to 83-97% and positive predictive value to 81-97%; however, sensitivity decreased to 76-88%. Diagnosis by ICD 714 alone had the highest negative predicative value of 100%. The area under the curve was the greatest when both ICD code 714 and a positive RF were included, and the least when ICD code alone was used.
ICD code 714 in the VA administrative database is a very sensitive screening tool for identifying patients with RA in the rheumatology clinic population. Addition of the presence of a DMARD prescription and/or a positive RF to selection criteria improves specificity of the diagnosis.
确定退伍军人管理局(VA)医院数据库中用于类风湿关节炎(RA)诊断的国际疾病分类(ICD)代码714的准确性,并检验将实验室和药房数据添加到ICD代码714对RA诊断准确性的影响。
我们从2001年1月至2002年7月期间至少有1次风湿科门诊就诊的所有明尼阿波利斯VA风湿科门诊患者中随机抽取患者样本。对184例患者的病历进行了审查。RA诊断的金标准是风湿科医生在间隔>或=2次、间隔>6周的就诊中记录的RA诊断。RA诊断的数据定义包括单独存在ICD代码714或ICD代码714、类风湿因子(RF)阳性和改善病情抗风湿药(DMARD)处方的各种组合。通过计算敏感性、特异性、阳性和阴性预测值以及受试者操作特征曲线下面积来评估RA数据定义的准确性。
ICD代码714诊断的敏感性为100%,但由于假阳性率为34%,特异性仅为55%。在ICD代码714中添加RF阳性和/或DMARD处方可将特异性显著提高到83 - 97%,阳性预测值提高到81 - 97%;然而,敏感性降至76 - 88%。仅通过ICD 714诊断的阴性预测值最高,为100%。当同时包括ICD代码714和RF阳性时,曲线下面积最大,仅使用ICD代码时最小。
VA管理数据库中的ICD代码714是在风湿科门诊人群中识别RA患者的非常敏感的筛查工具。在选择标准中添加DMARD处方的存在和/或RF阳性可提高诊断的特异性。