DOI QR코드

DOI QR Code

Diagnosis of Unruptured Intracranial Aneurysms Using Proton-Density Magnetic Resonance Angiography: A Comparison With High-Resolution Time-of-Flight Magnetic Resonance Angiography

  • Pae Sun Suh (Department of Radiology, Research Institute of Radiological Science and Center for Clinical Imaging Data Science, Yonsei University College of Medicine) ;
  • Seung Chai Jung (Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center) ;
  • Hye Hyeon Moon (Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center) ;
  • Yun Hwa Roh (Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine) ;
  • Yunsun Song (Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center) ;
  • Minjae Kim (Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center) ;
  • Jungbok Lee (Department of Clinical Epidemiology and Biostatistics, University of Ulsan College of Medicine, Asan Medical Center) ;
  • Keum Mi Choi (Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center)
  • 투고 : 2023.12.13
  • 심사 : 2024.04.03
  • 발행 : 2024.06.01

초록

Objective: Differentiating intracranial aneurysms from normal variants using CT angiography (CTA) or MR angiography (MRA) poses significant challenges. This study aimed to evaluate the efficacy of proton-density MRA (PD-MRA) compared to high-resolution time-of-flight MRA (HR-MRA) in diagnosing aneurysms among patients with indeterminate findings on conventional CTA or MRA. Materials and Methods: In this retrospective analysis, we included patients who underwent both PD-MRA and HR-MRA from August 2020 to July 2022 to assess lesions deemed indeterminate on prior conventional CTA or MRA examinations. Three experienced neuroradiologists independently reviewed the lesions using HR-MRA and PD-MRA with reconstructed voxel sizes of 0.253 mm3 or 0.23 mm3, respectively. A neurointerventionist established the gold standard with digital subtraction angiography. We compared the performance of HR-MRA, PD-MRA (0.253-mm3 voxel), and PD-MRA (0.23-mm3 voxel) in diagnosing aneurysms, both per lesion and per patient. The Fleiss kappa statistic was used to calculate inter-reader agreement. Results: The study involved 109 patients (average age 57.4 ± 11.0 years; male:female ratio, 11:98) with 141 indeterminate lesions. Of these, 78 lesions (55.3%) in 69 patients were confirmed as aneurysms by the reference standard. PD-MRA (0.253-mm3 voxel) exhibited significantly higher per-lesion diagnostic performance compared to HR-MRA across all three readers: sensitivity ranged from 87.2%-91.0% versus 66.7%-70.5%; specificity from 93.7%-96.8% versus 58.7%-68.3%; and accuracy from 90.8%-92.9% versus 63.8%-69.5% (P ≤ 0.003). Furthermore, PD-MRA (0.253-mm3 voxel) demonstrated significantly superior per-patient specificity and accuracy compared to HR-MRA across all evaluators (P ≤ 0.013). The diagnostic accuracy of PD-MRA (0.23-mm3 voxel) surpassed that of HR-MRA and was comparable to PD-MRA (0.253-mm3 voxel). The kappa values for inter-reader agreements were significantly higher in PD-MRA (0.820-0.938) than in HR-MRA (0.447-0.510). Conclusion: PD-MRA outperformed HR-MRA in diagnostic accuracy and demonstrated almost perfect inter-reader consistency in identifying intracranial aneurysms among patients with lesions initially indeterminate on CTA or MRA.

키워드

과제정보

This study was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (NRF-2020M3E5D2A01084578).

참고문헌

  1. Jeon TY, Jeon P, Kim KH. Prevalence of unruptured intracranial aneurysm on MR angiography. Korean J Radiol 2011;12:547-553
  2. Park S, Lee DH, Ryu CW, Pyun HW, Choi CG, Kim SJ, et al. Incidental saccular aneurysms on head MR angiography: 5 years' experience at a single large-volume center. J Stroke 2014;16:189-194
  3. Sun LJ, Li YD, Li MH, Wang W, Gu BX. Aneurysm outflow angle at MRA as discriminant for accurate diagnosis and differentiation between small sidewall cerebral aneurysms and infundibula. J Neurointerv Surg 2017;9:591-594
  4. Yang ZL, Ni QQ, Schoepf UJ, De Cecco CN, Lin H, Duguay TM, et al. Small intracranial aneurysms: diagnostic accuracy of CT angiography. Radiology 2017;285:941-952
  5. Yim Y, Jung SC, Kim JY, Kim SO, Kim BJ, Lee DH, et al. Added diagnostic values of three-dimensional high-resolution proton density-weighted magnetic resonance imaging for unruptured intracranial aneurysms in the circle-of-Willis: comparison with time-of-flight magnetic resonance angiography. PLoS One 2020;15:e0243235
  6. Radojewski P, Slotboom J, Joseph A, Wiest R, Mordasini P. Clinical implementation of 7T MRI for the identification of incidental intracranial aneurysms versus anatomic variants. AJNR Am J Neuroradiol 2021;42:2172-2174
  7. van der Schaaf IC, Brilstra EH, Rinkel GJ, Bossuyt PM, van Gijn J. Quality of life, anxiety, and depression in patients with an untreated intracranial aneurysm or arteriovenous malformation. Stroke 2002;33:440-443
  8. Juvela S, Poussa K, Porras M. Factors affecting formation and growth of intracranial aneurysms: a long-term follow-up study. Stroke 2001;32:485-491
  9. Salih M, Salem M, Moore J, Thomas AJ, Ogilvy CS. Cost-effectiveness analysis on small (< 5 mm) unruptured intracranial aneurysm follow-up strategies. J Neurosurg 2022;138:1366-1373
  10. Kaufmann TJ, Huston J 3rd, Mandrekar JN, Schleck CD, Thielen KR, Kallmes DF. Complications of diagnostic cerebral angiography: evaluation of 19,826 consecutive patients. Radiology 2007;243:812-819
  11. Chen X, Liu Y, Tong H, Dong Y, Ma D, Xu L, et al. Meta-analysis of computed tomography angiography versus magnetic resonance angiography for intracranial aneurysm. Medicine (Baltimore) 2018;97:e10771
  12. Zhang X, Cao YZ, Mu XH, Sun Y, Schmidt M, Forman C, et al. Highly accelerated compressed sensing time-of-flight magnetic resonance angiography may be reliable for diagnosing head and neck arterial steno-occlusive disease: a comparative study with digital subtraction angiography. Eur Radiol 2020;30:3059-3065
  13. Meixner CR, Liebig P, Speier P, Forman C, Hensel B, Schmidt M, et al. High resolution time-of-flight MR-angiography at 7 T exploiting VERSE saturation, compressed sensing and segmentation. Magn Reson Imaging 2019;63:193-204
  14. Wrede KH, Johst S, Dammann P, Ozkan N, Monninghoff C, Kraemer M, et al. Improved cerebral time-of-flight magnetic resonance angiography at 7 Tesla--feasibility study and preliminary results using optimized venous saturation pulses. PLoS One 2014;9:e106697
  15. Suzuki T, Natori T, Sasaki M, Miyazawa H, Narumi S, Ito K, et al. Evaluating recanalization of relevant lenticulostriate arteries in acute ischemic stroke using high-resolution MRA at 7T. Int J Stroke 2021;16:1039-1046
  16. Liu X, Zhang Z, Zhu C, Feng J, Liu P, Kong Q, et al. Wall enhancement of intracranial saccular and fusiform aneurysms may differ in intensity and extension: a pilot study using 7-T high-resolution black-blood MRI. Eur Radiol 2020;30:301-307
  17. Feng J, Liu X, Zhang Z, Wu Y, Li Z, Zhang Q, et al. Comparison of 7 T and 3 T vessel wall MRI for the evaluation of intracranial aneurysm wall. Eur Radiol 2022;32:2384-2392
  18. Leemans E, Cornelissen B, Sing MLC, Sprengers M, van den Berg R, Roos Y, et al. 7T versus 3T MR angiography to assess unruptured intracranial aneurysms. J Neuroimaging 2020;30:779-785
  19. Radojewski P, Dobrocky T, Branca M, Almiri W, Correia M, Raabe A, et al. Diagnosis of small unruptured intracranial aneurysms: comparison of 7 T versus 3 T MRI. Clin Neuroradiol 2024;34:45-49
  20. Lee SH, Jung SC, Kang DW, Kwon SU, Kim JS. Visualization of culprit perforators in anterolateral pontine infarction: high-resolution magnetic resonance imaging study. Eur Neurol 2017;78:229-233
  21. Kim S, Chung J, Cha J, Kim BM, Kim DJ, Kim YB, et al. Usefulness of high-resolution three-dimensional proton density-weighted turbo spin-echo MRI in distinguishing a junctional dilatation from an intracranial aneurysm of the posterior communicating artery: a pilot study. J Neurointerv Surg 2020;12:315-319
  22. Landis JR, Koch GG. The measurement of observer agreement for categorical data. Biometrics 1977;33:159-174
  23. Bizjak Z, Spiclin Z. A systematic review of deep-learning methods for intracranial aneurysm detection in CT angiography. Biomedicines 2023;11:2921
  24. Gu F, Wu X, Wu W, Wang Z, Yang X, Chen Z, et al. Performance of deep learning in the detection of intracranial aneurysm: a systematic review and meta-analysis. Eur J Radiol 2022;155:110457
  25. Kallmes DF, Erickson BJ. Automated aneurysm detection: emerging from the shallow end of the deep learning pool. Radiology 2021;298:164-165
  26. Ikegami M, Kamide T, Ooigawa H, Take Y, Teranishi A, Suzuki K, et al. Clinical features of ruptured very small intracranial aneurysms (<3 mm) in patients with subarachnoid hemorrhage. World Neurosurg 2022;164:e1087-e1093
  27. Park GT, Kim JH, Jung YJ, Chang CH. Characteristics of patients with ruptured very small intracranial aneurysm sized less than 3 mm. J Cerebrovasc Endovasc Neurosurg 2021;23:1-5
  28. Wiebers DO, Whisnant JP, Huston J 3rd, Meissner I, Brown RD Jr, Piepgras DG, et al. Unruptured intracranial aneurysms: natural history, clinical outcome, and risks of surgical and endovascular treatment. Lancet 2003;362:103-110
  29. Meijer FJA, Schuijf JD, de Vries J, Boogaarts HD, van der Woude WJ, Prokop M. Ultra-high-resolution subtraction CT angiography in the follow-up of treated intracranial aneurysms. Insights Imaging 2019;10:2
  30. Matsushige T, Hashimoto Y, Ogawa T, Makimoto G, Yoshiyama M, Hara T, et al. The impact of high-resolution cone-beam CT findings on decision-making for the treatment of unruptured middle cerebral artery aneurysms. Neurosurg Rev 2022;46:26