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Clinical Article
A study on predicting the outcome of acute stroke in late-time windows using collateral circulation based on hypoperfusion intensity ratio
CHEN Qian  PENG Mingyang  WANG Tongxing  CHEN Guozhong  YIN Xindao  REN Jun 

Cite this article as: CHEN Q, PENG M Y, WANG T X, et al. A study on predicting the outcome of acute stroke in late-time windows using collateral circulation based on hypoperfusion intensity ratio[J]. Chin J Magn Reson Imaging, 2024, 15(7): 76-80, 93. DOI:10.12015/issn.1674-8034.2024.07.013.


[Abstract] Objective To explore the predictive value of hypoperfusion intensity ratio (HIR) in the outcome of late-time windows acute stroke patients after endovascular thrombectomy, using digital subtraction angiography (DSA) as collateral circulation standard.Materials and Methods A total of 160 acute stroke patients in late-time windows (6-24 hours) receiving endovascular thrombectomy therapy in our study from January 2020 to March 2023 were analyzed retrospectively. American Society of Interventional and Therapeutic Neuroradiology (ASITN) grading system was used to evaluate the collateral circulation (poor collateral circulation: 0-2 grade; good collateral circulation: 3-4 grade). HIR was defined as the ratio of the time-to-maximum (Tmax)>10 s over Tmax>6 s lesion volumes. Modified Rankin Scale (mRS) score was used to evaluate the outcome at 3 months (good outcome: 0-2 score; poor outcome: 3-6 score). Spearman rank correlation and receiver operating characteristic (ROC) curve analysis were performed to evaluate the predictive value in the outcome of acute stroke patients in the late-time windows.Results Compared with the good collaterals group (n=90), the poor collaterals group (n=70) had higher HIR values (0.45±0.07 vs. 0.30±0.08; P<0.001), higher hemorrhagic transformation rates (44.43% vs. 20.00%; P=0.003), higher early neurological deterioration rates (45.71% vs. 23.33%; P=0.003), and lower good outcome rates (44.29% vs. 67.78%; P=0.030). Spearman correlation analysis showed good negative correlation between HIR value and ASITN grading (good outcome group: r=-0.856; P<0.001; poor outcome group: r=-0.888; P<0.001); the HIR value is positively correlated with the mRS score at 3 month (r=0.773; P<0.001). Multivariate logistic regression analysis showed that HIR [OR (95% CI): 0.629 (0.421-1.418); P=0.041] is independent predictors of time from stroke onset. ROC curve analysis showed that there was no significant statistical difference in the predictive efficacy of ASITN grading and HIR in predicting the outcome of acute stroke in the late-time window (AUC: 0.837 vs. 0.887; Z=1.696, P=0.090).Conclusions The evaluation of collateral circulation based on HIR can accurately predict the outcome after endovascular treatment of acute stroke in the late-time windows, providing personalized treatment guidance for clinical practice.
[Keywords] stroke;magnetic resonance imaging;perfusion imaging;outcome;late-time windows

CHEN Qian   PENG Mingyang   WANG Tongxing   CHEN Guozhong   YIN Xindao   REN Jun*  

Department of Radiology, Nanjing Hospital Affiliated to Nanjing Medical University (Nanjing First Hospital), Nanjing 210006, China

Corresponding author: REN J, E-mail: renjun1203@163.com

Conflicts of interest   None.

Received  2023-12-18
Accepted  2024-06-03
DOI: 10.12015/issn.1674-8034.2024.07.013
Cite this article as: CHEN Q, PENG M Y, WANG T X, et al. A study on predicting the outcome of acute stroke in late-time windows using collateral circulation based on hypoperfusion intensity ratio[J]. Chin J Magn Reson Imaging, 2024, 15(7): 76-80, 93. DOI:10.12015/issn.1674-8034.2024.07.013.

[1]
SCAVASINE V C, STOLIAR G A, TEIXEIRA B C A, et al. Automated evaluation of collateral circulation for outcome prediction in acute ischemic stroke[J/OL]. J Stroke Cerebrovasc Dis, 2024, 33(4): 107584 [2023-12-18]. http://pubmed-ncbi-nlm-nih-gov-s.webvpn.njmu.edu.cn:8118/38246577/. DOI: 10.1016/j.jstrokecerebrovasdis.2024.107584.
[2]
FUKUDA K A, LIEBESKIND D S. Evaluation of collateral circulation in patients with acute ischemic stroke[J]. Radiol Clin North Am, 2023, 61(3): 435-443. DOI: 10.1016/j.rcl.2023.01.002.
[3]
UNIKEN VENEMA S M, DANKBAAR J W, VAN DER LUGT A, et al. Cerebral collateral circulation in the era of reperfusion therapies for acute ischemic stroke[J]. Stroke, 2022, 53(10): 3222-3234. DOI: 10.1161/STROKEAHA.121.037869.
[4]
XIANG W, WEI H, LIANG Z, et al. FLAIR vascular hyperintensity combined with asymmetrical prominent veins in acute anterior circulation ischemic stroke: prediction of collateral circulation and clinical outcome[J/OL]. Eur J Med Res, 2023, 28(1): 446 [2023-12-18]. https://eurjmedres.biomedcentral.com/articles/10.1186/s40001-023-01445-4. DOI: 10.1186/s40001-023-01445-4.
[5]
YABALAK A, ÖGÜN M N, ÖNALAN A, et al. Evaluation of the relationship between computed tomography angiography collateral scores and clinical outcome[J]. Arq Neuropsiquiatr. 2024, 82(3): 1-7. DOI: 10.1055/s-0044-1779268.
[6]
ROWLING H R, ITALIANO D, CHURILOV L, et al. Large vessel occlusive stroke with milder baseline severity show better collaterals and reduced harm from thrombectomy transfer delays[J/OL]. Int J Stroke, 2024: 17474930241242954 [2023-12-18]. http://pubmed-ncbi-nlm-nih-gov-s.webvpn.njmu.edu.cn:8118/38506406/. DOI: 10.1177/17474930241242954.
[7]
LYNDON D, VAN DEN BROEK M, NIU B, et al. Hypoperfusion intensity ratio correlates with CTA collateral status in large-vessel occlusion acute ischemic stroke[J]. AJNR Am J Neuroradiol, 2021, 42(8): 1380-1386. DOI: 10.3174/ajnr.A7181.
[8]
WU H, GUO Q, JIN M X, et al. To investigate the impact of first pass reperfusion on functional outcome of acute stroke based on hypoperfusion intensity ratio[J]. Chin J Magn Reson Imaging, 2021, 12(3): 34-38. DOI: 10.12015/issn.1674-8034.2021.03.008.
[9]
TAN C, ZHAO L, DAI C, et al. Risk factors related to early neurological deterioration in lacunar stroke and its influence on functional outcome[J]. Int J Stroke, 2023, 18(6): 681-688. DOI: 10.1177/17474930221145259.
[10]
WANG R, PENG M Y, ZHOU X F, et al. Predictors of intracranial hemorrhage after mechanical thrombectomy in acute ischemic stroke[J]. Chin J Magn Reson Imaging, 2021, 12(1): 9-14. DOI: 10.12015/issn.1674-8034.2021.01.003.
[11]
ECKER S, LORD A, GURIN L, et al. Psychological outcome after hemorrhagic stroke is related to functional status[J/OL]. J Stroke Cerebrovasc Dis, 2022, 31(8): 106492 [2023-12-18]. http://pubmed-ncbi-nlm-nih-gov-s.webvpn.njmu.edu.cn:8118/35594604/. DOI: 10.1016/j.jstrokecerebrovasdis.2022.106492.
[12]
BALLOUT A A, LIBMAN R B, SCHNEIDER J R, et al. Hypoperfusion intensity ratio is associated with stroke mechanism in patients undergoing mechanical thrombectomy[J/OL]. J Stroke Cerebrovasc Dis. 2022, 31(7): 106539 [2023-12-18]. http://pubmed-ncbi-nlm-nih-gov-s.webvpn.njmu.edu.cn:8118/35550982/. DOI: 10.1016/j.jstrokecerebrovasdis.2022.106539.
[13]
SINGER O C, BERKEFELD J, NOLTE C H, et al. Collateral vessels in proximal middle cerebral artery occlusion: the ENDOSTROKE study[J]. Radiology, 2015, 274(3): 851-858. DOI: 10.1148/radiol.14140951
[14]
LIEBESKIND D S, TOMSICK T A, FOSTER L D, et al. Collaterals at angiography and outcomes in the Interventional Management of Stroke (IMS) Ⅲ trial[J]. Stroke, 2014, 45(3): 759-764. DOI: 10.1161/STROKEAHA.113.004072.
[15]
KIM H J, LEE S B, CHOI J W, et al. Multiphase MR angiography collateral map: Functional outcome after acute anterior circulation ischemic stroke[J]. Radiology, 2020, 295(1): 192-201. DOI: 10.1148/radiol.2020191712.
[16]
YANG J, WU Y, GAO X, et al. Poor collateral flow with severe hypoperfusion explains worse outcome in acute stroke patients with atrial fibrillation[J]. Int J Stroke, 2023, 18(6): 689-696. DOI: 10.1177/17474930221138707.
[17]
CHU C H, ZHU J Z, REN S, et al. Assessment on the second-level collateral circulation in ischemic stroke using FLAIR and SWI sequences[J]. Radiol Pract, 2021, 36(8): 981-987. DOI: 10.13609/j.cnki.1000-0313.2021.08.007.
[18]
MA Y C, CHEN A Q, GUO F, et al. The value of whole-brain CT perfusion imaging combined with dynamic CT angiography in the evaluation of pial collateral circulation with middle cerebral artery occlusion[J]. Technol Health Care, 2022, 30(4): 967-979. DOI: 10.3233/THC-213118.
[19]
ALVES H C, PACHECO F T, ROCHA A J. Collateral blood vessels in acute ischemic stroke: a physiological window to predict future outcomes[J]. Arq Neuropsiquiatr, 2016, 74(8): 662-670. DOI: 10.1590/0004-282X20160050.
[20]
LIEBESKIND D S, JAHAN R, NOGUEIRA R G, et al. Early arrival at the emergency department is associated with better collaterals, smaller established infarcts and better clinical outcomes with endovascular stroke therapy: SWIFT study[J]. J Neurointerv Surg, 2016, 8(6): 553-558. DOI: 10.1136/neurintsurg-2015-011758.
[21]
BOERS A M, JANSEN I G, BERKHEMER O A, et al. Collateral status and tissue outcome after intra-arterial therapy for patients with acute ischemic stroke[J]. J Cereb Blood Flow Metab, 2017, 37(11): 3589-3598. DOI: 10.1177/0271678X16678874.
[22]
GUGLIELMI V, LECOUFFE N E, ZINKSTOK S M, et al. Collateral circulation and outcome in atherosclerotic versus cardioembolic cerebral large vessel occlusion[J]. Stroke, 2019, 50(12): 3360-3368. DOI: 10.1161/STROKEAHA.119.026299.
[23]
DE HAVENON A, MLYNASH M, KIM-TENSER M A, et al. Results from DEFUSE 3: Good collaterals are associated with reduced ischemic core growth but not neurologic outcome[J]. Stroke, 2019, 50(3): 632-638. DOI: 10.1161/STROKEAHA.118.023407.
[24]
RAO V L, MLYNASH M, CHRISTENSEN S, et al. Collateral status contributes to differences between observed and predicted 24-h infarct volumes in DEFUSE 3[J]. J Cereb Blood Flow Metab, 2020, 40(10): 1966-1974. DOI: 10.1177/0271678X20918816.
[25]
LIEBESKIND D S, SABER H, XIANG B, et al. Collateral circulation in thrombectomy for stroke after 6 to 24 hours in the DAWN trial[J]. Stroke, 2022, 53(3): 742-748. DOI: 10.1161/STROKEAHA.121.034471.
[26]
LU W Z, LIN H A, HOU S K, et al. Diagnostic test accuracy of pretreatment collateral score in predicting stroke outcomes after intra-arterial endovascular thrombectomy: a meta-analysis in DSA and CTA[J]. Eur Radiol, 2022, 32(9): 6097-6107. DOI: 10.1007/s00330-022-08706-6.
[27]
KAUW F, DANKBAAR J W, MARTIN B W, et al. Collateral status in ischemic stroke: A comparison of computed tomography angiography, computed tomography perfusion, and digital subtraction angiography[J]. J Comput Assist Tomogr, 2020, 44(6): 984-992. DOI: 10.1097/RCT.0000000000001090.
[28]
TSUI B, NOUR M, CHEN I, et al. MR angiography in assessment of collaterals in patients with acute ischemic stroke: A comparative analysis with digital subtraction angiography[J/OL]. Brain Sci, 2022, 12(9): 1181 [2023-12-18]. https://www.mdpi.com/2076-3425/12/9/1181. DOI: 10.3390/brainsci12091181.
[29]
GWAK D S, CHOI W, KWON J A, et al. Perfusion profile evaluated by severity-weighted multiple Tmax strata predicts early neurological deterioration in minor stroke with large vessel occlusion[J]. J Cereb Blood Flow Metab, 2022, 42(2): 329-337. DOI: 10.1177/0271678X211029165.
[30]
ZHU G, FEDERAU C, WINTERMARK M, et al. Comparison of MRI IVIM and MR perfusion imaging in acute ischemic stroke due to large vessel occlusion[J]. Int J Stroke, 2020, 15(3): 332-342. DOI: 10.1177/1747493019873515.
[31]
CEREDA C W, BIANCO G, MLYNASH M, et al. Perfusion imaging predicts favorable outcomes after basilar artery thrombectomy[J]. Ann Neurol, 2022, 91(1): 23-32. DOI: 10.1002/ana.26272.
[32]
GUENEGO A, FAHED R, ALBERS G W, et al. Hypoperfusion intensity ratio correlates with angiographic collaterals in acute ischaemic stroke with M1 occlusion[J]. Eur J Neurol, 2020, 27(5): 864-870. DOI: 10.1111/ene.14181.
[33]
TSUI B, CHEN I E, NOUR M, et al. Perfusion collateral index versus hypoperfusion intensity ratio in assessment of collaterals in patients with acute ischemic stroke[J]. AJNR Am J Neuroradiol, 2023, 44(11): 1249-1255. DOI: 10.3174/ajnr.A8002.
[34]
AI Z, JIANG L, ZHAO B, et al. Hypoperfusion intensity ratio correlates with angiographic collaterals and infarct growth in acute stroke with thrombectomy[J]. Curr Med Imaging. 2023, 19(13): 1561-1569. DOI: 10.2174/1573405619666230123142657.
[35]
GUENEGO A, MLYNASH M, CHRISTENSEN S, et al. Hypoperfusion ratio predicts infarct growth during transfer for thrombectomy[J]. Ann Neurol, 2018, 84(4): 616-620. DOI: 10.1002/ana.25320.

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