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. Author manuscript; available in PMC: 2024 Nov 1.
Published in final edited form as: J Neurointerv Surg. 2023 Feb 1;15(e2):e312–e322. doi: 10.1136/jnis-2022-019513

Table 4.

Univariate predictors of hemorrhage categories using multinomial logistic regression models

ECASS Variable Relative OR (95% CI) P value
HI1
Ref Ref Ref
HI2
Distal embolization 1.4460 (1.0024 to 2.0859) 0.0485
Diabetes mellitus 0.8484 (0.6200 to 1.1609) 0.3041
Hypertension 1.0015 (0.7282 to 1.3773) 0.9927
Atrial fibrillation 1.0936 (0.8108 to 1.4751)
Hyperlipidemia 1.2419 (0.9276 to 1.6627)
Congestive heart failure 0.5307 (0.2656 to 1.0605)
Prior stroke 1.2530 (0.8481 to 1.8512)
Smoking status
 Non-smoker Ref Ref
 Current smoker 0.7512 (0.4429 to 1.2738) 0.2882
 Former smoker 0.4776 (0.2835 to 0.8045) 0.0055
Admission NIHSS 1.0103 (0.9887 to 1.0324) 0.3513
Anterior circulation 1.0405 (0.5653 to 1.9152) 0.8984
Time from onset to groin puncture 0.9998 (0.9994 to 1.0002) 0.2862
Angioplasty 0.9105 (0.4920 to 1.6847) 0.7651
ADAPT 1.0053 (0.7394 to 1.3668) 0.9730
Time from puncture to occlusion site 1.0181 (0.9926 to 1.04540) 0.1685
Time from puncture to ≥mTICI 2b 1.0039 (1.0008 to 1.0070) 0.0137
Procedure time 1.0032 (0.9965 to 1.0099) 0.3435
Final mTICI score
 0 Ref Ref
 1 1.7789 (0.6447 to 4.9084) 0.2659
 2a 1.6565 (0.7973 to 3.4418) 0.1760
 2b 0.7951 (0.4196 to 1.5066) 0.4818
 2c 0.7861 (0.3685 to 1.6772) 0.5335
 3 0.8440 (0.4447 to 1.3205) 0.6038
Complications 1.6109 (0.9225 to 2.8129) 0.0936
Race
 White Ref Ref
 Black 1.0520 (0.6795 to 1.6506) 0.8253
 Hispanic 0.1447 (0.0185 to 1.1300) 0.0652
 Non-white 1.2656 (0.7654 to 2.0927) 0.3585
PH1
Distal embolization 0.8361 (0.5576 to 1.2539) 0.3866
Diabetes mellitus 0.6407 (0.4573 to 0.8977) 0.0097
Hypertension 0.8904 (0.6445 to 1.2300) 0.4811
Atrial fibrillation 1.0991 (0.8087 to 1.4939) 0.5459
Hyperlipidemia 0.8286 (0.6088 to 1.1279) 0.2320
Congestive heart failure 0.8658 (0.4789 to 1.5652) 0.6333
Prior stroke 1.0489 (0.6920 to 1.5900) 0.8219
Smoking status
 Non-smoker Ref Ref
 Current smoker 0.6559 (0.3861 to 1.1143) 0.1187
 Former smoker 0.4498 (0.2694 to 0.7510) 0.0022
Admission NIHSS 1.0387 (1.0158 to 1.0623) 0.0009
Anterior circulation 0.9986 (0.5364 to 1.8588) 0.9964
Time from onset to groin puncture 0.9996 (0.9992 to 1.0000) 0.0678
Angioplasty 1.1226 (0.6162 to 2.0451) 0.7055
ADAPT 0.9470 (0.6956 to 1.2894) 0.7296
Time from puncture to occlusion site 1.0144 (0.9872 to 1.0426) 0.2948
Time from puncture to ≥mTICI 2b 0.9983 (0.9946 to 1.0018) 0.3485
Procedure time 1.0088 (1.0030 to 1.0149) 0.0036
Final mTICI score
 0 Ref Ref
 1 0.8000 (0.2100 to 3.0473) 0.7436
 2a 1.2632 (0.5456 to 2.9244) 0.5854
 2b 1.2291 (0.6061 to 2.4924) 0.5674
 2c 0.9787 (0.4259 to 2.2492) 0.9596
 3 1.2695 (0.6247 to 2.5796) 0.5095
Complications 1.9053 (1.1090 to 3.2734) 0.0195
Race
 White Ref Ref
 Black 1.0123 (0.6194 to 1.6545) 0.9609
 Hispanic 0.1841 (0.0235 to 1.4387) 0.1066
 Non-white 3.1668 (2.0317 to 4.9361) <0.0001
PH2
Distal embolization 1.0237 (0.6574 to 1.5942) 0.9174
Diabetes mellitus 1.0106 (0.7169 to 1.4246) 0.9519
Hypertension 1.1232 (0.7813 to 1.6148) 0.5303
Atrial fibrillation 0.9754 (0.6963 to 1.3665) 0.8850
Hyperlipidemia 0.9211 (0.6604 to 1.2847) 0.6281
Congestive heart failure 0.9738 (0.5134 to 1.8469) 0.9352
Prior stroke 0.6286 (0.3770 to 1.0481) 0.0750
Smoking status
 Non-smoker Ref Ref
 Current smoker 0.8030 (0.4395 to 1.4670) 0.4753
 Former smoker 0.8126 (0.4788 to 1.3790) 0.4417
Admission NIHSS 0.9983 (0.9744 to 1.0227) 0.8876
Anterior circulation 1.0071 (0.5111 to 1.9841) 0.9838
Time from onset to groin puncture 0.9996 (0.9991 to 1.000) 0.0734
Angioplasty 1.6062 (0.9023 to 2.8591) 0.1072
ADAPT 0.8241 (0.5741 to 1.1830) 0.2942
Time from puncture to occlusion site 1.0097 (0.9766 to 1.0411) 0.5462
Time from puncture to ≥mTICI 2b 1.0052 (1.0018 to 1.0085) 0.0022
Procedure time 1.0113 (1.0053 to 1.0179) 0.0004
Final mTICI score
 0 Ref Ref
 1 1.6545 (0.5003 to 5.4718) 0.4092
 2a 1.5550 (0.6533 to 3.7014) 0.3183
 2b 1.1488 (0.5425 to 2.4326) 0.7170
 2c 0.9052 (0.3717 to 2.2048) 0.8264
 3 0.9907 (0.4641 to 2.1150) 0.9808
Complications 2.7347 (1.5588 to 4.7974) 0.0004
Race
 White Ref Ref
 Black 0.8677 (0.5013 to 1.5019) 0.6122
 Hispanic 0.6626 (0.1819 to 2.4133) 0.5325
 Non-white 1.8689 (1.1149 to 3.1329) 0.0176

ADAPT, A Direct Aspiration First Pass Technique; HI, hemorrhagic infarction; mTICI, modified Thrombolysis In Cerebral Infarction; NIHSS, National Institutes of Health Stroke Scale; PH, parenchymal hemorrhage.