Back

Pretreatment CTP collateral parameters predict good outcomes in successfully recanalized middle cerebral artery distal medium vessel occlusions

Yedavalli, V.; Hamam, O.; Hoseinyazdi, M.; Marsh, E. B.; Llinas, R. H.; Urrutia, V. C.; Leigh, R.; Gonzalez, F. L.; Xu, R.; Caplan, J. M.; Huang, J.; Lu, H.; Wintermark, M.; Heit, J. J.; Guenego, A.; Albers, G. W.; Nael, K.; Hillis, A. E.

2023-07-12 neurology
10.1101/2023.07.10.23292483 medRxiv
Show abstract

BackgroundDistal medium vessel occlusions (DMVOs) account for a large percentage of vessel occlusions resulting in acute ischemic stroke (AIS) with disabling symptoms. We aim to assess whether pretreatment CT Perfusion collateral status (CS) parameters can serve as imaging biomarkers for good clinical outcomes prediction in successfully recanalized middle cerebral artery (MCA) DMVOs. MethodsWe performed a retrospective analysis of consecutive patients with AIS secondary to primary MCA-DMVOs who were successfully recanalized by mechanical thrombectomy (MT) defined as modified thrombolysis in cerebral infarction (mTICI) 2b, 2c, or 3. We evaluated the association between cerebral blood volume (CBV) index and hypoperfusion intensity ratio (HIR) independently with good clinical outcomes (modified Rankin score (mRS) 0-2) using Spearman rank correlation, logistic regression, and ROC analyses. ResultsFrom 8/22/2018 to 10/18/2022, 60 consecutive patients met our inclusion criteria (mean age 71.2 +- 13.9 years old [mean+-SD], 35 female). CBV index (r = -0.693, p < 0.001) and HIR (0.687, p < 0.001) strongly correlated with 90-day mRS. A CBV index >= 0.7 ((OR 2.27 [6.94 - 21.23], p = 0.001)) and absence of prior stroke (0.13 [0.33 - 0.86]), p = 0.024) were independently associated with good outcomes. ROC analysis demonstrated good performance of CBV Index in predicting good 90-day mRS (AUC 0.73, p = 0.003) with a threshold of 0.7 for optimal sensitivity (71% [52.0-85.8%]) and specificity (76% [54.9 - 90.6%]). HIR also demonstrated adequate performance in predicting good 90-day mRS (AUC 0.77, p = 0.001) with a threshold of 0.3 for optimal sensitivity (64.5% [45.4-80.8%]) and specificity (76.0% [54.9-90.6%]). ConclusionsA CBV index [&ge;] 0.7 and HIR < 0.3 are independently associated with good clinical outcomes in our cohort of AIS caused by MCA-DMVOs that were successfully treated with MT.

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.