Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2024 Sep;129(9):1382-1393.
doi: 10.1007/s11547-024-01862-3. Epub 2024 Aug 8.

ASL, DSC, DCE perfusion MRI and 18F-DOPA PET/CT in differentiating glioma recurrence from post-treatment changes

Affiliations

ASL, DSC, DCE perfusion MRI and 18F-DOPA PET/CT in differentiating glioma recurrence from post-treatment changes

Giulia Moltoni et al. Radiol Med. 2024 Sep.

Abstract

Objectives: To discriminate between post-treatment changes and tumor recurrence in patients affected by glioma undergoing surgery and chemoradiation with a new enhancing lesion is challenging. We aimed to evaluate the role of ASL, DSC, DCE perfusion MRI, and 18F-DOPA PET/CT in distinguishing tumor recurrence from post-treatment changes in patients with glioma.

Materials and methods: We prospectively enrolled patients with treated glioma (surgery plus chemoradiation) and a new enhancing lesion doubtful for recurrence or post-treatment changes. Each patient underwent a 1.5T MRI examination, including ASL, DSC, and DCE PWI, and an 18F-DOPA PET/CT examination. For each lesion, we measured ASL-derived CBF and normalized CBF, DSC-derived rCBV, DCE-derived Ktrans, Vp, Ve, Kep, and PET/CT-derived SUV maximum. Clinical and radiological follow-up determined the diagnosis of tumor recurrence or post-treatment changes.

Results: We evaluated 29 lesions (5 low-grade gliomas and 24 high-grade gliomas); 14 were malignancies, and 15 were post-treatment changes. CBF ASL, nCBF ASL, rCBV DSC, and PET SUVmax were associated with tumor recurrence from post-treatment changes in patients with glioma through an univariable logistic regression. Whereas the multivariable logistic regression results showed only nCBF ASL (p = 0.008) was associated with tumor recurrence from post-treatment changes in patients with glioma with OR = 22.85, CI95%: (2.28-228.77).

Conclusion: In our study, ASL was the best technique, among the other two MRI PWI and the 18F-DOPA PET/CT PET, in distinguishing disease recurrence from post-treatment changes in treated glioma.

Keywords: Glioma; MRI perfusion; PET; Post-treatment changes; Tumor recurrence.

PubMed Disclaimer

Conflict of interest statement

The authors have no relevant financial or non-financial interests to disclose.

Figures

Fig. 1
Fig. 1
Box-plot comparing different parameters at post-treatment changes and tumor recurrence. a CBF_ASL, b nCBF_ASL, c rCBV_DSC, d SUVmax_PET; e Vp_DCE, f Ktrans_DCE, g Ve_DCE, h Kep_DCE). ASL = Arterial Spin Labeling; CBF = Cerebral Blood Flow; DSC = dynamic susceptibility contrast-enhanced perfusion; DCE = Dynamic contrast-enhanced perfusion; rCBV = relative cerebral blood volume; Kep = rate constant; Ktrans = transfer constant; Ve = fractional volume of the extravascular extracellular space; Vp = fractional volume of the plasma space; SUVmax = maximum standardized uptake values
Fig. 2
Fig. 2
A representative case of high-grade glioma with two enhancing lesions in the left frontal lobe (a, arrows) appeared 6 months after radiation therapy. Lesions showed increased ASL_CBF (b, arrows), increased 18F-DOPA uptake (c, arrows), increased DSC_rCBV, particularly evident in the posterior lesion (d, arrows), doubtful DCE_Ve increase in the posterior lesion (e, arrowhead) and increased DCE_Ve values in the anterior lesion (f arrow). f 6-month follow-up MRI showing progression in lesion contrast enhancement and size, and a new lesion (arrowhead) as the expression of the disease recurrence. ASL, PET, and DSC correctly identify the tumoral nature of the lesions; Ve misclassified the posterior lesion. ASL = arterial spin labeling; CBF = cerebral blood flow; DSC = dynamic susceptibility contrast-enhanced perfusion; DCE = dynamic contrast-enhanced perfusion; CBV = cerebral blood volume; Ve = fractional volume of the extravascular extracellular space
Fig. 3
Fig. 3
A representative case of a high-grade glioma with an enhancing lesion in the left parietal lobe (a, arrow) occurring 8 months after radiation therapy. The lesion did not show high values of ASL_CBF (b, arrowhead), DSC_rCBV (d, arrowhead), or a significant increase in 18F-DOPA PET uptake (c, arrowhead). DCE_Ve showed foci of increased values (e, arrow). Nine-month MRI follow-up showed the stability of the lesion with a slight reduction in contrast enhancement (f, arrow). The lesion was classified as post-treatment changes, and ASL, DSC, and PET were concordant and negative, whereas DCE_Ve misclassified the lesion. ASL = arterial spin labeling; CBF = cerebral blood flow; DSC = dynamic susceptibility contrast-enhanced perfusion; DCE = dynamic contrast-enhanced perfusion; CBV = cerebral blood volume; Ve = fractional volume of the extravascular extracellular space
Fig. 4
Fig. 4
A representative case of high-grade glioma with a linear enhancing lesion in the left front-basal region, close to the surgical site, occurred 8 months after radiation therapy (a, arrow). The enhancing lesion did not show an increase in ASL_CBF (b, arrow); DSC-rCBV evaluation was difficult because of the proximity to bone structures (d, circle); and DCE_Ve was slightly increased (e, arrow). The uptake of 18F-DOPA was high (c, arrow). Six months of MRI follow-up showed a massive reduction in contrast enhancement (f, arrow). ASL correctly classified the lesion, whereas the linear 18F-DOPA uptake close to the surgical site could be the expression of macrophages activation. ASL = arterial spin labeling; CBF = cerebral blood flow; DSC = dynamic susceptibility contrast enhanced perfusion; DCE = dynamic contrast enhanced perfusion; CBV = cerebral blood volume; Ve = fractional volume of the extravascular extracellular space
Fig. 5
Fig. 5
A representative case of high-grade glioma with a new enhancing lesion appeared 3 months after radiation therapy (a, arrow); the patient was included in our study, and after 2 months he underwent MRI and PET examination following study protocol (b, squared images). On T1 post-contrast WI, the lesion was increased in size (b, arrow), the ASL_CBF map showed no increment of CBF (b, arrowhead), and 18F-DOPA PET/TC showed an increased uptake (b, circle). T1 post-contrast WI acquired, respectively, after 3 (c) and 6 (d) months, showed a progressive reduction of contrast enhancement and lesion size until, after 9 months (e), the lesion was no longer present. This is a case of pseudoprogression with a false positive PET/CT and a true negative ASL classification. ASL = arterial spin labeling; CBF = cerebral blood flow; DSC = dynamic susceptibility contrast-enhanced perfusion; DCE = dynamic contrast-enhanced perfusion; CBV = cerebral blood volume; Ve = fractional volume of the extravascular extracellular space; WI = weighted imaging

References

    1. Stupp R, Hegi ME, Mason WP et al (2009) Effects of radiotherapy with concomitant and adjuvant temozolomide versus radiotherapy alone on survival in glioblastoma in a randomised phase III study: 5-year analysis of the EORTCNCICtrial. Lancet Oncol 10:459-466 3 10.1016/S1470-2045(09)70025-7 - DOI - PubMed
    1. Stupp R, Mason WP, van den Bent MJ et al (2005) Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N Engl J Med 352(10):987–996 10.1056/NEJMoa043330 - DOI - PubMed
    1. Nael K, Bauer AH, Hormigo A et al (2018) Multiparametric MRI for differentiation of radiation necrosis from recurrent tumor in patients with treated glioblastoma. AJR Am J Roentgenol 210:18–23 10.2214/AJR.17.18003 - DOI - PubMed
    1. Brandsma D, Stalpers L, Taal W, Sminia P, van den Bent MJ (2008) Clinical features, mechanisms, and management of pseudoprogression in malignant gliomas. Lancet Oncol 9:453–461 10.1016/S1470-2045(08)70125-6 - DOI - PubMed
    1. Ellingson BM, Wen PY, Cloughesy TF (2017) Modified criteria for radiographic response assessment in glioblastoma clinical trials. Neurother J Am Soc Exp Neurother 14:307–320 - PMC - PubMed

LinkOut - more resources