| Literature DB >> 35204601 |
Giou-Teng Yiang1,2, Yun-Hao Chen1, Pei-Ya Chen2,3, Cheng-Lun Hsiao3, Shinn-Kuang Lin2,3.
Abstract
BACKGROUND: We investigated the clinical signs to establish a method for rapid identification of patients with the National Institute of Health Stroke Scale (NIHSS) score ≥ 8 eligible for direct brain CTA study;Entities:
Keywords: DARE-PACE assessment; NIHSS; acute ischemic stroke; computed tomography angiography; endovascular thrombectomy
Year: 2022 PMID: 35204601 PMCID: PMC8871088 DOI: 10.3390/diagnostics12020511
Source DB: PubMed Journal: Diagnostics (Basel) ISSN: 2075-4418
Multivariable logistic regression analyses of clinical signs for predicting an NIHSS score ≥ 8 in patients with acute ischemic stroke.
| Total Patients ( | Exclusion of Patients with Priority Signs ( | ||||||
|---|---|---|---|---|---|---|---|
| Priority Sign | OR | 95% CI |
| Secondary Sign | OR | 95% CI |
|
| Dense hemiplegia | 121.052 | 74.147–197.630 | <0.001 | Hemiparesis with limb falls | 21.773 | 14.341–33.054 | <0.001 |
| Aphasia with right arm drop | 113.738 | 15.112–856.014 | <0.001 | Aphasia | 17.057 | 10.559–27.555 | <0.001 |
| Eyeball forced deviation | 45.377 | 19.113–107.731 | <0.001 | Drowsy or worse consciousness | 24.216 | 14.727–39.820 | <0.001 |
| Eyeball limitation | 11.907 | 6.481–21.874 | <0.001 | ||||
CI, confidence interval; NIHSS, National Institutes of Health Stroke Scale; OR, odds ratio.
C-statistic of priority signs and secondary signs for predicting NIHSS ≥ 8 in patients with acute ischemic stroke.
| Total Patients ( | Exclusion of Patients with Priority Signs ( | ||||||
|---|---|---|---|---|---|---|---|
| Priority Sign | C | 95% CI |
| Secondary Sign | C | 95% CI |
|
| Dense hemiplegia | 0.809 | 0.789–0.829 | Drowsy or worse consciousness | 0.728 | 0.690–0.765 | ||
| Includes eyeball forced deviation | 0.830 | 0.811–0.850 | <0.001 | Includes hemiparesis with limb falls | 0.863 | 0.836–0.891 | <0.001 |
| Further includes aphasia with right arm drop | 0.839 | 0.821–0.858 | <0.001 | Further includes aphasia | 0.907 | 0.886–0.927 | <0.001 |
| Further includes eyeball limitation | 0.923 | 0.906–0.941 | <0.001 | ||||
CI, confidence interval; NIHSS, National Institutes of Health Stroke Scale.
Figure 1Classification tree model for identification of NIHSS ≥ 8 in 2895 patients with acute ischemic stroke. At each intermediate node, an observation moves to the left child node if and only if the stated condition is true (Y). The pair of numbers inside each terminal node denotes the number classified and the node sample size with its percentage. Orange node indicates that a classification rate of true value exceeds 75%, representing effective classification. AIS, acute ischemic stroke; NIHSS, National Institute of Health Stroke Scale.
Diagnostic accuracy of classification trees for NIHSS ≥ 8 and NIHSS ≥ 6.
| NIHSS ≥ 8 | NIHSS < 8 | Total | NIHSS ≥ 6 | NIHSS < 6 | Total | ||
|---|---|---|---|---|---|---|---|
| Predicted NIHSS ≥ 8 | 787 | 46 | 833 | Predicted NIHSS ≥ 6 | 828 | 11 | 839 |
| Predicted NIHSS < 8 | 135 | 1927 | 2062 | Predicted NIHSS < 6 | 408 | 1648 | 2056 |
| Total | 922 | 1973 | 2895 | Total | 1236 | 1659 | 2895 |
| Prevalence of NIHSS ≥8: 31.8% | Prevalence of NIHSS ≥6: 42.7% | ||||||
NIHSS, National Institutes of Health Stroke Scale.
Criteria for direct emergent brain CTA (NIHSS score ≥ 8).
| Criteria for Direct Emergent Brain CTA (NIHSS ≥ 8): DARE-PACE |
|---|
| Priority signs (Any sign of |
Patients who obtain a checkmark in any of seven checkboxes are candidates for direct CTA study (sensitivity: 85.4%, specificity: 97.7%, accuracy: 93.7%). CTA, computed tomography angiography; NIHSS, National Institutes of Health Stroke Scale.
Figure 2Clinical pathways and time intervals of CT and CTA studies at the ED before (A) and expected improvement after (B) application of the DARE-PACE assessment. The DARE-PACE assessment (B) could identify about 85% of patients with NIHSS ≥ 8 hence shorten in-hospital delay by 62 min. CT, computed tomography; CTA, computed tomography angiography, ED, emergency department; EVT, endovascular thrombectomy; FAST, the Cincinnati Prehospital Stroke Scale (facial droop, arm weakness, and speech disturbance); IVT, intravenous thrombolysis.