Kaiser Permanente Washington Health Research Institute, Washington, District of Columbia, USA.
Department of Epidemiology, University of Washington, Washington, District of Columbia, USA.
Pharmacoepidemiol Drug Saf. 2022 Sep;31(9):992-997. doi: 10.1002/pds.5489. Epub 2022 Jun 29.
To estimate the positive predictive value (PPV) of International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) diagnosis codes for identifying HF subtypes.
We validated ICD-10-CM HF diagnosis codes among Kaiser Permanente Washington enrollees who were ≥18 years of age and had an ICD-10-CM HF diagnosis code during 2017-2018 and a procedure code for an echocardiogram in the 12 months before through 6 months after the HF code. Left ventricular ejection fraction (LVEF) ascertained from medical chart review was used as the gold standard for classifying patients as having reduced ejection fraction (rEF), mid-range ejection fraction (mEF), or preserved ejection fraction (pEF).
Among 6194 eligible patients, we randomly sampled 1000 for medical chart review. A total of 974 patients had LVEF information in their chart. The ICD-10-CM HF code group with the highest PPV for rEF was I50.20-I50.23, "Systolic (congestive) heart failure," PPV = 41.4% (95% CI, 34.5-48.7%); and the highest PPV for mEF or rEF was also I50.20-I50.23, PPV = 70.2% (95% CI, 63.1-76.4%). The highest PPV for pEF was the I50.30-I50.33 group, "Diastolic (congestive) heart failure," PPV = 92.0% (95% CI, 88.1-94.7%); and the highest PPV for mEF or pEF was also I50.30-I50.33, PPV = 97.7% (95% CI, 95.1-99.0%).
If the accuracy measure of greatest interest is PPV, our results suggest that ICD-10-CM HF codes alone may not be adequate for identifying patients with rEF but may be adequate for identifying patients with pEF. HF coding practices may vary across settings, which may impact generalizability of our findings.
评估国际疾病分类第十版临床修订版(ICD-10-CM)诊断代码用于识别心力衰竭(HF)亚型的阳性预测值(PPV)。
我们在 Kaiser Permanente Washington 的≥18 岁的参保者中验证了 ICD-10-CM HF 诊断代码,这些参保者在 2017-2018 年期间有 ICD-10-CM HF 诊断代码,并且在 HF 代码之前的 12 个月内和之后的 6 个月内有超声心动图的程序代码。从病历审查中确定的左心室射血分数(LVEF)被用作将患者分类为射血分数降低(rEF)、射血分数中间范围(mEF)或射血分数保留(pEF)的金标准。
在 6194 名合格患者中,我们随机抽取了 1000 名进行病历审查。共有 974 名患者的病历中有 LVEF 信息。rEF 的 PPV 最高的 ICD-10-CM HF 代码组是 I50.20-I50.23,“收缩性(充血性)心力衰竭”,PPV=41.4%(95%CI,34.5-48.7%);mEF 或 rEF 的最高 PPV 也是 I50.20-I50.23,PPV=70.2%(95%CI,63.1-76.4%)。pEF 的最高 PPV 是 I50.30-I50.33 组,“舒张性(充血性)心力衰竭”,PPV=92.0%(95%CI,88.1-94.7%);mEF 或 pEF 的最高 PPV 也是 I50.30-I50.33,PPV=97.7%(95%CI,95.1-99.0%)。
如果最感兴趣的准确性衡量标准是 PPV,那么我们的结果表明,ICD-10-CM HF 代码本身可能不足以识别 rEF 患者,但可能足以识别 pEF 患者。HF 编码实践可能因设置而异,这可能会影响我们研究结果的普遍性。