Validation of a method for automatic image fusion (BrainLAB System) of CT data and 11C-methionine-PET data for stereotactic radiotherapy using a linac:: First clinical experience

被引:85
作者
Grosu, AL
Lachner, R
Wiedenmann, N
Stärk, S
Thamm, R
Kneschaurek, P
Schwaiger, M
Molls, M
Weber, WA
机构
[1] Tech Univ Munich, Dept Radiat Oncol, Klinikum Rechts Isar, D-81675 Munich, Germany
[2] Tech Univ Munich, Dept Nucl Med, Klinikum Rechts Isar, D-81675 Munich, Germany
[3] BrainLAB GmbH Munich, Munich, Germany
来源
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS | 2003年 / 56卷 / 05期
关键词
MET-PET; CT; stereotactic radiotherapy; brain tumors; image fusion; image coregistration;
D O I
10.1016/S0360-3016(03)00279-7
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: (a) To implement a fully automatic method to integrate C-11-methionine positron emission tomography (MET-PET) data into stereotactic radiation treatment planning using the commercially available BrainLAB System, by means of CT/MET-PET image fusion. (b) To validate the fully automatic CT/MET-PET image fusion technique with respect to accuracy and robustness. (c) To give a short glance at the clinical consequences for patients with brain tumors. Methods and Materials: In 12 patients with brain tumors (9 meningeomas, 3 gliomas), CT, MRI, and MET-PET were performed for stereotactic fractionated radiation treatment planning. The CT and MET-PET investigations were performed using a relocatable mask for head fixation. Fifteen external reference markers (5 on each lateral and 5 on the frontal localizer plate) that could be identified in CT and MET-PET were applied on the stereotactic localizer frame; the marker positions were exactly defined for both investigations. The MRI/CT fusion was done completely automatically. The CT/MET-PET fusion was performed using two different methods: The gold standard was the CT/PET fusion based on the reference markers, and the test method was the automatic, intensity-based CT/PET fusion, independent of the external markers. The markers visible on CT and transmission PET were matched using a point-to-line matching algorithm. To quantify the amount of misregistration, the two fusion methods were compared by calculating the mean value of deviation between corresponding points inside a cubic volume of interest of greater than or equal to512 cm(3) defined within the cranial cavity. The gross tumor volume (CT/MRI) outlined on CT and T1-MRI with contrast medium was compared with the gross tumor volume (PET) defined in the reoriented MET-PET data sets. The clinical impact of MET-PET in tumor volume definition for stereotactic radiotherapy will be discussed. Results: The fully automatic integration of MET-PET into stereotactic radiation treatment planning was successfully realized in all patients investigated. Mean deviation of the intensity-based automatic CT/PET fusion compared with the external marker-based gold standard was 2.4 mm; the standard deviation was 0.5. The algorithm's robustness was evaluated, and the discrepancy of fusion results due to different initial image alignments was determined to be below I mm inside the test volume of interest. In patients with meningiomas and gliomas, MET-PET was shown to deliver additional information concerning tumor extension. Conclusion: The precision of the automatic CT/PET image fusion was high. A mean deviation of 2.4 mm is acceptable, considering that it is approximately equal to the pixel size of the PET data sets. MET-PET improves target volume definition for stereotactic fractionated radiotherapy of meningiomas and gliomas. (C) 2003 Elsevier Inc.
引用
收藏
页码:1450 / 1463
页数:14
相关论文
共 39 条
  • [21] Meyer C R, 1997, Med Image Anal, V1, P195, DOI 10.1016/S1361-8415(97)85010-4
  • [22] MOSSKIN M, 1989, ACTA RADIOL, V30, P225
  • [23] Radiotherapy treatment planning and long-term follow-up with [11C]methionine pet in patients with low-grade astrocytoma
    Nuutinen, J
    Sonninen, P
    Lehikoinen, P
    Sutinen, E
    Valavaara, R
    Eronen, E
    Norrgård, S
    Kulmala, J
    Teräs, M
    Minn, H
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2000, 48 (01): : 43 - 52
  • [24] PET-methionine of skull base neuromas and meningiomas
    Nyberg, G
    Bergstrom, M
    Enblad, P
    Lilja, A
    Muhr, C
    Langstrom, B
    [J]. ACTA OTO-LARYNGOLOGICA, 1997, 117 (04) : 482 - 489
  • [25] CEREBRAL GLIOMA - EVALUATION WITH METHIONINE PET
    OGAWA, T
    SHISHIDO, F
    KANNO, I
    INUGAMI, A
    FUJITA, H
    MURAKAMI, M
    SHIMOSEGAWA, E
    ITO, H
    HATAZAWA, J
    OKUDERA, T
    UEMURA, K
    YASUI, N
    MINEURA, K
    [J]. RADIOLOGY, 1993, 186 (01) : 45 - 53
  • [26] Roche A., 1998, 3378 INRIA
  • [27] FAST ROUTINE PRODUCTION OF L-[C-11-METHYL]METHIONINE WITH AL2O3/KF
    SCHMITZ, F
    PLENEVAUX, A
    DELFIORE, G
    LEMAIRE, C
    COMAR, D
    LUXEN, A
    [J]. APPLIED RADIATION AND ISOTOPES, 1995, 46 (09) : 893 - 897
  • [28] Stark S, 1997, Biomed Tech (Berl), V42 Suppl, P352, DOI 10.1515/bmte.1997.42.s2.352
  • [29] Studholme C, 1996, Med Image Anal, V1, P163, DOI 10.1016/S1361-8415(96)80011-9
  • [30] Thevenaz P, 1996, INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL I, P265, DOI 10.1109/ICIP.1996.559484