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Published in: Clinical Neuroradiology 1/2019

01-03-2019 | Original Article

Diffusion-Weighted MRI Stroke Volume Following Recanalization Treatment is Threshold-Dependent

Authors: Rani Gupta Sah, Christopher D. d’Esterre, Michael D. Hill, Moiz Hafeez, Sana Tariq, Nils D. Forkert, Andrew M. Demchuk, Mayank Goyal, Philip A. Barber

Published in: Clinical Neuroradiology | Issue 1/2019

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Abstract

Purpose

Infarct lesion segmentation has been problematic as there are a wide range of relative and absolute diffusion-weighted imaging (DWI) and apparent diffusion coefficient (ADC) thresholds that have been used for this purpose. We examined differences of stroke lesion volume and evolution evaluated by magnetic resonance imaging (MRI) during the immediate post-treatment phase (<5 h) and at 24 h.

Methods

In this study 33 acute ischemic stroke patients were imaged with MRI <5 h and 24 h post-reperfusion treatment. Lesion volumes were segmented on ADC maps and average DWI using literature cited absolute ADC and relative DWI thresholds. The segmented lesion volumes within both time points were compared and the absolute change in lesion volume (infarct growth) between the two time points was calculated and compared using Bland-Altman analysis.

Results

Lesion volumes differed significantly when different relative DWI or absolute ADC thresholds were used (p < 0.05), which held true for baseline as well as follow-up lesions. The median absolute changes in lesion volume from baseline to follow-up for ADC thresholds of 550 × 10−6 mm2/s, 600 × 10−6 mm2/s, 630 × 10−6 mm2/s and 650 × 10−6 mm2/s were 3.5 ml, 4.2 ml, 4.5 ml, and 6.5 ml, respectively (p < 0.05). Likewise, the median absolute changes in lesion volume from baseline to follow-up for DWI thresholds, k = 0.85, 1.28, 1.64, 1.96, and 2.7 were 10.1 ml, 7.3 ml, 5.7 ml, 5.4 ml and 4.2 ml, respectively (p < 0.05).

Conclusion

Absolute lesion volumes and changes in lesion volumes (infarct growth) measured after recanalization treatment were dependent on absolute ADC and relative DWI thresholds, which may have clinical significance. Standardization of techniques for measuring DWI lesion volumes requires immediate attention.
Literature
1.
go back to reference Lansberg MG, Straka M, Kemp S, Mlynash M, Wechsler LR, Jovin TG, Wilder MJ, Lutsep HL, Czartoski TJ, Bernstein RA, Chang CW, Warach S, Fazekas F, Inoue M, Tipirneni A, Hamilton SA, Zaharchuk G, Marks MP, Bammer R, Albers GW; DEFUSE 2 study investigators. MRI profile and response to endovascular reperfusion after stroke (DEFUSE 2): a prospective cohort study. Lancet Neurol. 2012;11:860–7.CrossRefPubMedPubMedCentral Lansberg MG, Straka M, Kemp S, Mlynash M, Wechsler LR, Jovin TG, Wilder MJ, Lutsep HL, Czartoski TJ, Bernstein RA, Chang CW, Warach S, Fazekas F, Inoue M, Tipirneni A, Hamilton SA, Zaharchuk G, Marks MP, Bammer R, Albers GW; DEFUSE 2 study investigators. MRI profile and response to endovascular reperfusion after stroke (DEFUSE 2): a prospective cohort study. Lancet Neurol. 2012;11:860–7.CrossRefPubMedPubMedCentral
2.
go back to reference Kidwell CS, Jahan R, Gornbein J, Alger JR, Nenov V, Ajani Z, Feng L, Meyer BC, Olson S, Schwamm LH, Yoo AJ, Marshall RS, Meyers PM, Yavagal DR, Wintermark M, Guzy J, Starkman S, Saver JL; MR RESCUE Investigators. A trial of imaging selection and endovascular treatment for ischemic stroke. N Engl J Med. 2013;368:914–23.CrossRefPubMedPubMedCentral Kidwell CS, Jahan R, Gornbein J, Alger JR, Nenov V, Ajani Z, Feng L, Meyer BC, Olson S, Schwamm LH, Yoo AJ, Marshall RS, Meyers PM, Yavagal DR, Wintermark M, Guzy J, Starkman S, Saver JL; MR RESCUE Investigators. A trial of imaging selection and endovascular treatment for ischemic stroke. N Engl J Med. 2013;368:914–23.CrossRefPubMedPubMedCentral
3.
go back to reference Marks MP, de Crespigny A, Lentz D, Enzmann DR, Albers GW, Moseley ME. Acute and chronic stroke: navigated spin-echo diffusion-weighted MR imaging. Radiology. 1996;199:403–8.CrossRefPubMed Marks MP, de Crespigny A, Lentz D, Enzmann DR, Albers GW, Moseley ME. Acute and chronic stroke: navigated spin-echo diffusion-weighted MR imaging. Radiology. 1996;199:403–8.CrossRefPubMed
4.
go back to reference Schlaug G, Siewert B, Benfield A, Edelman RR, Warach S. Time course of the apparent diffusion coefficient (ADC) abnormality in human stroke. Neurology. 1997;49:113–9.CrossRefPubMed Schlaug G, Siewert B, Benfield A, Edelman RR, Warach S. Time course of the apparent diffusion coefficient (ADC) abnormality in human stroke. Neurology. 1997;49:113–9.CrossRefPubMed
5.
go back to reference Lansberg MG, Albers GW, Beaulieu C, Marks MP. Comparison of diffusion-weighted MRI and CT in acute stroke. Neurology. 2000;54:1557–61.CrossRefPubMed Lansberg MG, Albers GW, Beaulieu C, Marks MP. Comparison of diffusion-weighted MRI and CT in acute stroke. Neurology. 2000;54:1557–61.CrossRefPubMed
6.
go back to reference An H, Ford AL, Vo K, Powers WJ, Lee JM, Lin W. Signal evolution and infarction risk for apparent diffusion coefficient lesions in acute ischemic stroke are both time- and perfusion-dependent. Stroke. 2011;42:1276–81.CrossRefPubMedPubMedCentral An H, Ford AL, Vo K, Powers WJ, Lee JM, Lin W. Signal evolution and infarction risk for apparent diffusion coefficient lesions in acute ischemic stroke are both time- and perfusion-dependent. Stroke. 2011;42:1276–81.CrossRefPubMedPubMedCentral
7.
go back to reference Lansberg MG, Lee J, Christensen S, Straka M, De Silva DA, Mlynash M, Campbell BC, Bammer R, Olivot JM, Desmond P, Davis SM, Donnan GA, Albers GW. RAPID automated patient selection for reperfusion therapy: a pooled analysis of the echoplanar imaging thrombolytic evaluation trial (EPITHET) and the diffusion and perfusion imaging evaluation for understanding stroke evolution (DEFUSE) study. Stroke. 2011;42:1608–14.CrossRefPubMedPubMedCentral Lansberg MG, Lee J, Christensen S, Straka M, De Silva DA, Mlynash M, Campbell BC, Bammer R, Olivot JM, Desmond P, Davis SM, Donnan GA, Albers GW. RAPID automated patient selection for reperfusion therapy: a pooled analysis of the echoplanar imaging thrombolytic evaluation trial (EPITHET) and the diffusion and perfusion imaging evaluation for understanding stroke evolution (DEFUSE) study. Stroke. 2011;42:1608–14.CrossRefPubMedPubMedCentral
8.
go back to reference Siemonsen S, Löbel U, Sedlacik J, Forkert ND, Mouridsen K, Østergaard L, Thomalla G, Fiehler J. Elevated T2-values in MRI of stroke patients shortly after symptom onset do not predict irreversible tissue infarction. Brain. 2012;135:1981–9.CrossRefPubMed Siemonsen S, Löbel U, Sedlacik J, Forkert ND, Mouridsen K, Østergaard L, Thomalla G, Fiehler J. Elevated T2-values in MRI of stroke patients shortly after symptom onset do not predict irreversible tissue infarction. Brain. 2012;135:1981–9.CrossRefPubMed
9.
go back to reference Purushotham A, Campbell BC, Straka M, Mlynash M, Olivot JM, Bammer R, Kemp SM, Albers GW, Lansberg MG. Apparent diffusion coefficient threshold for delineation of ischemic core. Int J Stroke. 2015;10:348–53.CrossRefPubMed Purushotham A, Campbell BC, Straka M, Mlynash M, Olivot JM, Bammer R, Kemp SM, Albers GW, Lansberg MG. Apparent diffusion coefficient threshold for delineation of ischemic core. Int J Stroke. 2015;10:348–53.CrossRefPubMed
10.
11.
go back to reference Na DG, Thijs VN, Albers GW, Moseley ME, Marks MP. Diffusion-weighted MR imaging in acute ischemia: value of apparent diffusion coefficient and signal intensity thresholds in predicting tissue at risk and final infarct size. AJNR Am J Neuroradiol. 2004;25:1331–6.PubMed Na DG, Thijs VN, Albers GW, Moseley ME, Marks MP. Diffusion-weighted MR imaging in acute ischemia: value of apparent diffusion coefficient and signal intensity thresholds in predicting tissue at risk and final infarct size. AJNR Am J Neuroradiol. 2004;25:1331–6.PubMed
12.
go back to reference Rosso C, Hevia-Montiel N, Deltour S, Bardinet E, Dormont D, Crozier S, Baillet S, Samson Y. Prediction of infarct growth based on apparent diffusion coefficients: penumbral assessment without intravenous contrast material1. Radiology. 2009;250:184–92.CrossRefPubMed Rosso C, Hevia-Montiel N, Deltour S, Bardinet E, Dormont D, Crozier S, Baillet S, Samson Y. Prediction of infarct growth based on apparent diffusion coefficients: penumbral assessment without intravenous contrast material1. Radiology. 2009;250:184–92.CrossRefPubMed
13.
go back to reference Neumann-Haefelin T, Wittsack HJ, Fink GR, Wenserski F, Li TQ, Seitz RJ, Siebler M, Mödder U, Freund HJ. Diffusion- and perfusion-weighted MRI: influence of severe carotid artery stenosis on the DWI/PWI mismatch in acute stroke. Stroke. 2000;31:1311–7.CrossRefPubMed Neumann-Haefelin T, Wittsack HJ, Fink GR, Wenserski F, Li TQ, Seitz RJ, Siebler M, Mödder U, Freund HJ. Diffusion- and perfusion-weighted MRI: influence of severe carotid artery stenosis on the DWI/PWI mismatch in acute stroke. Stroke. 2000;31:1311–7.CrossRefPubMed
14.
go back to reference Sobesky J, Zaro Weber O, Lehnhardt FG, Hesselmann V, Neveling M, Jacobs A, Heiss WD. Does the mismatch match the penumbra? Magnetic resonance imaging and positron emission tomography in early ischemic stroke. Stroke. 2005;36:980–5.CrossRefPubMed Sobesky J, Zaro Weber O, Lehnhardt FG, Hesselmann V, Neveling M, Jacobs A, Heiss WD. Does the mismatch match the penumbra? Magnetic resonance imaging and positron emission tomography in early ischemic stroke. Stroke. 2005;36:980–5.CrossRefPubMed
15.
go back to reference Ma H, Wright P, Allport L, Phan TG, Churilov L, Ly J, Zavala JA, Arakawa S, Campbell B, Davis SM, Donnan GA. Salvage of the PWI/DWI mismatch up to 48 h from stroke onset leads to favorable clinical outcome. Int J Stroke. 2015;10:565–70.CrossRefPubMed Ma H, Wright P, Allport L, Phan TG, Churilov L, Ly J, Zavala JA, Arakawa S, Campbell B, Davis SM, Donnan GA. Salvage of the PWI/DWI mismatch up to 48 h from stroke onset leads to favorable clinical outcome. Int J Stroke. 2015;10:565–70.CrossRefPubMed
16.
go back to reference Forkert ND, Kaesemann P, Treszl A, Siemonsen S, Cheng B, Handels H, Fiehler J, Thomalla G. Comparison of 10 TTP and tmax estimation techniques for MR perfusion-diffusion mismatch quantification in acute stroke. AJNR Am J Neuroradiol. 2013;34:1697–703.CrossRefPubMed Forkert ND, Kaesemann P, Treszl A, Siemonsen S, Cheng B, Handels H, Fiehler J, Thomalla G. Comparison of 10 TTP and tmax estimation techniques for MR perfusion-diffusion mismatch quantification in acute stroke. AJNR Am J Neuroradiol. 2013;34:1697–703.CrossRefPubMed
17.
go back to reference Goyal M, Demchuk AM, Menon BK, Eesa M, Rempel JL, Thornton J, Roy D, Jovin TG, Willinsky RA, Sapkota BL, Dowlatshahi D, Frei DF, Kamal NR, Montanera WJ, Poppe AY, Ryckborst KJ, Silver FL, Shuaib A, Tampieri D, Williams D, Bang OY, Baxter BW, Burns PA, Choe H, Heo JH, Holmstedt CA, Jankowitz B, Kelly M, Linares G, Mandzia JL, Shankar J, Sohn SI, Swartz RH, Barber PA, Coutts SB, Smith EE, Morrish WF, Weill A, Subramaniam S, Mitha AP, Wong JH, Lowerison MW, Sajobi TT, Hill MD; ESCAPE Trial Investigators. Randomized assessment of rapid endovascular treatment of ischemic stroke for the ESCAPE Trial Investigators. N Engl J Med. 2015;372:1019–30.CrossRefPubMed Goyal M, Demchuk AM, Menon BK, Eesa M, Rempel JL, Thornton J, Roy D, Jovin TG, Willinsky RA, Sapkota BL, Dowlatshahi D, Frei DF, Kamal NR, Montanera WJ, Poppe AY, Ryckborst KJ, Silver FL, Shuaib A, Tampieri D, Williams D, Bang OY, Baxter BW, Burns PA, Choe H, Heo JH, Holmstedt CA, Jankowitz B, Kelly M, Linares G, Mandzia JL, Shankar J, Sohn SI, Swartz RH, Barber PA, Coutts SB, Smith EE, Morrish WF, Weill A, Subramaniam S, Mitha AP, Wong JH, Lowerison MW, Sajobi TT, Hill MD; ESCAPE Trial Investigators. Randomized assessment of rapid endovascular treatment of ischemic stroke for the ESCAPE Trial Investigators. N Engl J Med. 2015;372:1019–30.CrossRefPubMed
18.
go back to reference Slater LA, Coutinho JM, Gralla J, Nogueira RG, Bonafé A, Dávalos A, Jahan R, Levy E, Baxter BJ, Saver JL, Pereira VM; STAR and SWIFT investigators. TICI and age: what’s the score? AJNR Am J Neuroradiol. 2016;37:838–43.CrossRefPubMed Slater LA, Coutinho JM, Gralla J, Nogueira RG, Bonafé A, Dávalos A, Jahan R, Levy E, Baxter BJ, Saver JL, Pereira VM; STAR and SWIFT investigators. TICI and age: what’s the score? AJNR Am J Neuroradiol. 2016;37:838–43.CrossRefPubMed
19.
go back to reference Forkert ND, Cheng B, Kemmling A, Thomalla G, Fiehler J. ANTONIA perfusion and stroke: a software tool for the multi-purpose analysis of MR perfusion-weighted datasets and quantitative ischemic stroke assessment. Methods Inf Med. 2014;53:469–81.CrossRefPubMed Forkert ND, Cheng B, Kemmling A, Thomalla G, Fiehler J. ANTONIA perfusion and stroke: a software tool for the multi-purpose analysis of MR perfusion-weighted datasets and quantitative ischemic stroke assessment. Methods Inf Med. 2014;53:469–81.CrossRefPubMed
20.
go back to reference Stejskal EO, Tanner JE. Spin diffusion measurements: spin echoes in the presence of a time-dependant field gradient. J Chem Phys. 1965;42:288–92.CrossRef Stejskal EO, Tanner JE. Spin diffusion measurements: spin echoes in the presence of a time-dependant field gradient. J Chem Phys. 1965;42:288–92.CrossRef
22.
go back to reference Hassen WB, Tisserand M, Turc G, Charron S, Seners P, Edjlali M, Legrand L, Lion S, Calvet D, Naggara O, Mas JL, Meder JF, Baron JC, Oppenheim C. Comparison between voxel-based and subtraction methods for measuring diffusion-weighted imaging lesion growth after thrombolysis. Int J Stroke. 2016;11:221–8.CrossRefPubMed Hassen WB, Tisserand M, Turc G, Charron S, Seners P, Edjlali M, Legrand L, Lion S, Calvet D, Naggara O, Mas JL, Meder JF, Baron JC, Oppenheim C. Comparison between voxel-based and subtraction methods for measuring diffusion-weighted imaging lesion growth after thrombolysis. Int J Stroke. 2016;11:221–8.CrossRefPubMed
23.
go back to reference Bland JM, Altman DG. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986;327:307–10.CrossRef Bland JM, Altman DG. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986;327:307–10.CrossRef
24.
go back to reference Hossman KA. Pathophysiological basis of translational stroke research. Folia Neuropathol. 2009;47:213–27. Hossman KA. Pathophysiological basis of translational stroke research. Folia Neuropathol. 2009;47:213–27.
25.
26.
go back to reference Branston NM, Bell BA, Hunstock A, Symon L. Time and flow as factors in the formation of postischemic edema in primate cortex. Adv Neurol. 1980;28:291–8.PubMed Branston NM, Bell BA, Hunstock A, Symon L. Time and flow as factors in the formation of postischemic edema in primate cortex. Adv Neurol. 1980;28:291–8.PubMed
27.
go back to reference Crockard A, Iannotti F, Hunstock AT, Smith RD, Harris RJ, Symon L. Cerebral blood flow and edema following carotid occlusion in the gerbil. Stroke. 1980;11:494–8.CrossRefPubMed Crockard A, Iannotti F, Hunstock AT, Smith RD, Harris RJ, Symon L. Cerebral blood flow and edema following carotid occlusion in the gerbil. Stroke. 1980;11:494–8.CrossRefPubMed
28.
go back to reference Ciccone A, Valvassori L, Nichelatti M, Sgoifo A, Ponzio M, Sterzi R, Boccardi E; SYNTHESIS Expansion Investigators. Endovascular treatment for acute Ischemic stroke. N Engl J Med. 2013;368:904–13.CrossRefPubMedPubMedCentral Ciccone A, Valvassori L, Nichelatti M, Sgoifo A, Ponzio M, Sterzi R, Boccardi E; SYNTHESIS Expansion Investigators. Endovascular treatment for acute Ischemic stroke. N Engl J Med. 2013;368:904–13.CrossRefPubMedPubMedCentral
Metadata
Title
Diffusion-Weighted MRI Stroke Volume Following Recanalization Treatment is Threshold-Dependent
Authors
Rani Gupta Sah
Christopher D. d’Esterre
Michael D. Hill
Moiz Hafeez
Sana Tariq
Nils D. Forkert
Andrew M. Demchuk
Mayank Goyal
Philip A. Barber
Publication date
01-03-2019
Publisher
Springer Berlin Heidelberg
Published in
Clinical Neuroradiology / Issue 1/2019
Print ISSN: 1869-1439
Electronic ISSN: 1869-1447
DOI
https://doi.org/10.1007/s00062-017-0634-4

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