Abstract
Assessment of low-grade glioma treatment response remains as much of a challenge as the treatment itself. Proton magnetic resonance spectroscopy (1H-MRS) and imaging were incorporated into a study of patients receiving temozolomide therapy for low-grade glioma in order to evaluate and monitor tumour metabolite and volume changes during treatment. Patients (n=12) received oral temozolomide (200 mg m−2 day−1) over 5 days on a 28-day cycle for 12 cycles. Response assessment included baseline and three-monthly magnetic resonance imaging studies (pretreatment, 3, 6, 9 and 12 months) assessing the tumour size. Short (TE (echo time)=20 ms) and long (TE=135 ms) echo time single voxel spectroscopy was performed in parallel to determine metabolite profiles. The mean tumour volume change at the end of treatment was −33% (s.d.=20). The dominant metabolite in long echo time spectra was choline. At 12 months, a significant reduction in the mean choline signal was observed compared with the pretreatment (P=0.035) and 3-month scan (P=0.021). The reduction in the tumour choline/water signal paralleled tumour volume change and may reflect the therapeutic effect of temozolomide.
Main
Low-grade gliomas (World Health Organisation (WHO) grade II astrocytoma, oligodendroglioma and mixed oligoastrocytoma) tend to be slow-growing tumours (Behin et al, 2003) and there remains considerable debate about the appropriate first-line treatment (Stieber, 2001; Rees, 2002). A policy of surveillance is widely accepted and active treatment in the form of surgery or radiotherapy is generally offered at the time of tumour progression. With the recognition of chemoresponsiveness of grade III anaplastic oligodendroglioma (Cairncross et al, 1994) and a suggestion of efficacy of chemotherapy in grade II oligodendroglioma (Glass et al, 1992; Mason et al, 1996; Peterson et al, 1996), an increasing number of patients with grade II neuroepithelial tumours have been treated with chemotherapy. However, this approach has largely been reserved for patients who failed first-line treatment with surgery and radiotherapy. Initial reports of the effectiveness of chemotherapy in grade II glial tumours employed nitrosoureas usually as the PCV (procarbazine, CCNU (1-(2-chloroethyl)-3-cyclohexyl-1-nitrosourea), vincristine) regimen (Glass et al, 1992; Mason et al, 1996; Peterson et al, 1996).
Temozolomide is a well-tolerated oral alkylating agent with almost complete bioavailability that crosses the intact blood–brain barrier. It is licensed for the treatment of recurrent malignant glioma (glioblastoma multiforme and anaplastic astrocytoma) (Yung et al, 1999, 2000; Brada et al, 2001). The 35% response rate in WHO grade III astrocytoma (anaplastic astrocytoma) (Yung et al, 1999) in comparison to 6–8% response rate in grade IV tumours (glioblastoma multiforme) (Yung et al, 2000; Brada et al, 2001) suggests a possible trend of increasing efficacy in lower grade tumours previously noted for nitrosourea-containing chemotherapy (Rajan et al, 1994). On the basis of excellent tolerance and potential efficacy of temozolomide in lower grade tumours, we evaluated temozolomide as the primary treatment following surgery in patients with grade II glial tumours in a single arm phase II study. The results of the study are the subject of a separate report (Brada et al, 2003).
Imaging with either MRI or CT remains the mainstay for radiological response assessment in low-grade glioma management (Ricci and Dungan, 2001). Serial measurement of either the low-density regions on CT or those areas of high signal intensity relative to normal adjacent brain on T2-weighted (T2W) MR images and FLAIR (FLuid Attenuated Inversion Recovery) are used to quantify treatment response. Despite advances in imaging, delineation of low-grade tumours is difficult. These lesions seldom enhance following administration of paramagnetic contrast agents due to an intact blood–brain barrier, and the diffusely infiltrative nature of these tumours makes the assessment of tumour boundaries difficult.
Proton magnetic resonance spectroscopy (1H-MRS) is a noninvasive technique describing aspects of tumour biology that can be readily incorporated into standard diagnostic MRI protocols (Smith and Stewart, 2002). The potential diagnostic and prognostic capabilities of 1H-MRS in brain tumours have received considerable attention (Tedeschi et al, 1997; Nelson et al, 1999; Poptani et al, 1999; Preul et al, 2000). It would be reasonable to expect that morphological and clinical responses are preceded by a change in the tumour biochemistry. It remains to be answered whether such changes are detectable by MRS and if so whether they provide sensitive indices of response and/or prognosis.
The aim of this study therefore was to assess the serial metabolic changes detectable by 1H-MRS in low-grade glioma patients receiving single-agent temozolomide therapy.
Materials and methods
Patient selection
In all, 13 patients with histologically verified WHO grade II glioma (nine astrocytoma, four oligodendroglioma) were recruited. They had evaluable disease on imaging and no previous antitumour treatment other than surgery (biopsy or debulking surgery), with either stable or progressive disease. The median age was 39 years; seven were men and six were women. Patients with radiological or histological evidence of transformation to high-grade tumours were excluded. Patients in need of urgent decompressive surgery or radiotherapy due to rapidly evolving neurological deficit and patients who had raised intracranial pressure and were corticosteroid dependent were not included. Treatment commenced 1–44 months (median 22 months) after histologically confirmed diagnosis.
The local Scientific and Ethics Committees approved the study protocol, and patients were required to sign informed consent prior to entry into the study.
Treatment
Patients received temozolomide at 200 mg m−2 day−1 for 5 consecutive days on a 28-day cycle and the dose and frequency were adjusted according to standard toxicity criteria (Brada et al, 1999, 2001; Yung et al, 1999). Patients were intended to receive a maximum of 12 cycles of temozolomide; treatment was discontinued in the presence of disease progression or due to unacceptable toxicity.
Magnetic resonance imaging
All MR measurements were performed on a 1.5 T. Siemens Vision (Erlangen, Germany) system using the manufacturer's circularly polarised head coil and the same protocol was used for each visit throughout the trial. The full MRI protocol consisted of standard diagnostic MRI together with MRS acquisitions. Precontrast, the images were acquired using: T1-weighted (T1W) coronal (TR (repetition time)=570 ms, TE (echo time)=14 ms, slice thickness=8 mm), T2W coronal (TR=4500 ms, TE=99 ms, slice thickness=8 mm) and axial FLAIR (TR=8000 ms, TE=119 ms, TI (inversion time)=2400 ms, slice thickness=6 mm, slice separation=0 mm). All patients received bolus administration of double-dose (0.2 mmol kg−1) Gd-DTPA (gadolinium diethylenetriamine pentaacetic acid, Schering Healthcare, UK). Postcontrast T1W coronal scans were acquired with the same sequence parameters as the precontrast acquisition. The study was performed within 2 weeks before the start of treatment and three monthly thereafter during the 12 months of treatment, at 3, 6, 9 and 12 months.
Tumour size was assessed as the region of high signal intensity on FLAIR images by two observers (LV, CA) in consensus. The FLAIR sequence was chosen for quantification because it is standard practice at our institution, and of the sequences available to us, it is the sequence most sensitive to tumour-induced changes. The assessment was not blinded. The abnormality was outlined manually on each two-dimensional slice and the area calculated via an automated procedure. The volume of the FLAIR abnormality was calculated by summing all the areas and multiplying by the thickness of all the involved slices. Standard response criteria were applied, where partial response is defined as >50% reduction in size and disease progression is >25% increase in tumour size. For purposes of this study, a 25–50% reduction in tumour size has been considered as a minimal response. A change in size between that of a minimal response and that of disease progression was classified as stable disease.
Magnetic resonance spectroscopy
All spectra were acquired precontrast, using single voxel STEAM (Stimulated Echo Acquisition Mode) methodology with a mean voxel size of 10.9 cm3 (range: 10.6–12.2 cm3). The criteria used by an experienced radiologist (ADJ) for positioning the spectroscopic voxel included: (1) voxel placement centrally within the FLAIR-defined abnormality, including where evident, a distinct mass lesion (as compared with white matter tract abnormality). Substantial radiologically defined cystic regions were excluded from the voxel. (2) Exclusion from the voxel of brain tissue deemed normal on the FLAIR image. For follow-up spectroscopy, images detailing the previous voxel position were available to the radiologist ensuring voxel colocation between studies. Voxel placement at subsequent examinations was performed by the same radiologist. Spectra were acquired at long (TE=135 ms) and short (TE=20 ms) echo times with TR=2500 ms and number of averages=64. A water reference spectrum was acquired from the same voxel with TE=20 ms, TR=2500 ms and number of averages=4. Spectral analysis was performed using the VARPRO (Variable Projection) method (van den Boogaart et al, 1994) with MRUI (Magnetic Resonance User Interface) software. Both metabolite and water peaks (from the reference spectrum) were fitted using Lorentzian line shapes. The metabolite signal areas were normalised to the relevant water signal area (TE=20 ms). For choline and creatine quantification, the peak areas of the long echo time spectra were determined and divided by the short echo time water spectrum. For N-acetyl aspartate (NAA), the short echo time spectra were quantified due to the very low signal-to-noise of this peak at long echo time. The short echo time spectra also served to detect lipid methyl and methylene signals.
Statistics
Normality within a data set was tested using a Shapiro–Wilk test and paired groups of data were compared using a paired t-test. Differences in the mean of the choline/water values were assessed between pretreatment values and the data at 3, 6, 9 and 12 months.
Results
A summary of data for all patients receiving temozolomide for the full 12-month course of treatment is given in Table 1.
Clinical summary
Out of 13 patients who started treatment, 12 completed the 12-month cycle. One patient was removed from the study after 9 months due to deterioration in physical condition and was radiologically confirmed to have undergone high-grade transformation. The following results apply to the 12 patients who completed the full course of treatment.
Imaging analysis
A summary of the imaging data is provided in Table 1. All patients had an initial reduction in tumour volume as measured at 3 and 6 months. The mean reduction was 23% (range −4% → −47%) at 6 months and 33% (range +12% → −52%) at 12 months. Two patients showed a small increase in tumour size at 12 months. An example of tumour volume reduction is shown in Figure 1. Therefore 12 months following the start of treatment, two patients had stable disease, eight had a minimal response and two had a partial response.
Spectroscopy
Spectroscopy was successfully completed on all patients at 3 months, 10 out of 12 patients at 6 months, nine out of 12 patients at 9 months and 11 out of 12 patients at 12 months. Spectroscopy was not performed on six occasions due to technical problems or the patients being unable to tolerate the full MR protocol.
An example series of long echo time spectra (TE=135 ms) obtained during temozolomide treatment is shown in Figure 2 (left of figure). These spectra are from patient #5 whose tumour volume had reduced by 40% at 12 months. The MRS voxel positions are shown in the FLAIR and T2W images in Figure 1. The principal 1H-MRS features of a low-grade glioma are illustrated in the pretreatment spectrum in Figure 2 (A, left of figure): a dominant choline signal, low-intensity creatine and NAA and no quantifiable lipid or lactate.
Short echo time spectra (TE=20 ms) from the same patient are also shown in Figure 2 (right of figure). The signal-to-noise ratio is considerably greater than at longer echo time for the same number of acquisitions, indicating short metabolite T2 values. The lipid methyl (0.9 ppm) and methylene (1.2 ppm) peaks not visible at TE=135 ms display high signal intensity.
The choline data displayed in Table 1 are those obtained from the analysis of the long echo time (TE=135 ms) spectra. For quantitative temporal analysis, the only consistently fitted peak in all patients was choline (with the exception of patient #4). The intensities of NAA and creatine were commonly too low for quantification at long echo time.
At 6 months, seven out of 10 patients demonstrated a reduction in choline signal. At 12 months, eight out of 11 patients showed choline reduction. One patient (#2) demonstrated a complete loss of choline signal at 6 months that persisted in subsequent scans.
N-acetyl aspartate was quantifiable in seven out of 12 patients in the short echo time pretreatment spectra. Three patients demonstrated large increases in NAA concentration (+160%, +220% and +328%) at 12 months. Pretreatment lipid was only observed in three of the 12 patients in the short-echo time spectra (patients #2, #5 and #9).
Figure 3 shows the mean percentage of choline and FLAIR tumour volume from the 12 patients. For the purpose of illustration, all post-treatment values have been normalised to the pretreatment choline and volume data, respectively.
Statistics
The Shapiro–Wilk test indicated that there was no statistically significant evidence to assume that the choline/water data were not normally distributed at each of the experimental time points, and therefore paired t-tests were performed between paired groups of data. There was a statistically significant difference between the pretreatment and the 12-month choline/water data (P=0.035) and the 3- and 12-month data (P=0.021). No difference was detected between the pretreatment and 3-month data (P=0.73). No statistically significant differences were detected between the other groups of data. Statistical significance was taken at the 95% level.
Discussion
Morphological imaging often does not adequately reflect underlying tumour biology and is illustrated by low-grade gliomas where the tumour periphery is often seemingly well circumscribed but histologically quite the opposite (Behin et al, 2003). There is therefore a considerable incentive to develop alternative measures of therapeutic response in humans. The results of this study suggest that therapeutically induced metabolic changes are clinically detectable using 1H-MRS.
Metabolic changes
Choline
The decrease in tumour volume with temozolomide therapy was closely matched by a decrease in the choline/water ratio during treatment. The potential biological and clinical significance of this observation is reinforced by the statistically significant higher level of choline/water pretreatment and at 3 months as compared with the end treatment values.
It is recognised that MRS-determined choline reflects membrane synthesis (Tedeschi et al, 1997). Furthermore, the choline resonance has been correlated with cell density and with indices of cellular proliferation (Miller et al, 1996). The detected decrease in choline could be a consequence of the therapeutic effect of temozolomide and subsequent neoplastic cell death. An increase in the choline/water suggests an increase in membrane metabolism and cell density, suggesting an absence or loss of therapeutic response. In high-grade glioma, choline signals are predominantly elevated at the tumour periphery where there is enhanced cellular proliferation supported by an adequate blood supply. In the core of a high-grade tumour, however, there is a low choline signal as the viable cell count is reduced due to necrosis. Necrosis is not a feature of low-grade glioma and therefore, in the absence of high-grade transformation treatment-mediated cell death is a more likely cause of choline reduction. A reduction in choline signal intensity within the context of this study may be a metabolic indicator of response to temozolomide therapy.
Furthermore, a reduction in the tumour choline does not follow the previously reported metabolic evolution of this tumour type. In a study (Tedeschi et al, 1997), serial measurements of the choline signal were carried out in patients with low-grade astrocytoma (WHO grade II), low-grade oligodendroglioma (WHO grade II), anaplastic astrocytomas (WHO grade III) and high-grade astrocytomas (WHO grade IV). This study categorised patients radiologically into stable or progressive disease. Patients with stable disease showed tumour choline signal changes between −33 and +28% with a mean of 0.4%. Those individuals with progressive disease demonstrated choline signal changes in the range +46 to +104% with a mean of 55.6%. In this current study, the reduction in choline demonstrates changes opposite to those associated with progressive disease and remains distinct from the metabolically static situation of stable disease.
N-acetyl aspartate
N-acetyl aspartate was visible in seven out of 12 patients in the short echo time pretreatment spectra. Three patients demonstrated large increases in NAA concentration (160%, 220% and 328%], all of whom demonstrated a response: two minimal and one partial. The images from one of these patients (160% NAA) are used as an example in Figure 1. It can be seen from the overlaid MRS voxel that during treatment the amount of radiologically normal tissue within the voxel increases as the tumour reduces in size. This is supported by the increase in NAA with time as the normal tissue returns to the site originally infiltrated by tumour tissue. This demonstrates a metabolic feature that could be explained by the diffusely infiltrative nature of low-grade glioma, resulting in invasion rather than destruction of surrounding brain tissue. If tumour cells are therapeutically killed, the normal tissue may return into the space once occupied by tumour. As NAA is a sensitive indicator of neuronal density (Nadler and Cooper, 1972), the increase in NAA supports the proposed mechanism. Sensitivity to this process will, however, be technology dependent. If the voxel is sited in the centre of a large tumour then it may require a large change in tumour volume to detect an alteration in NAA. This may reflect why NAA did not increase in some tumours that demonstrated a substantial reduction in tumour volume.
It is also possible that signal processing issues may have influenced NAA quantification. The complex of peaks around 2.0 ppm often poses difficulties in automated fitting routines. The inevitable minor variation in voxel positioning in serial examinations could have resulted in some variation in the degree to which normal brain NAA influences the spectrum. A spectroscopic imaging approach would address these issues.
Lipid
No methyl or methylene lipid signals were observed in the long echo time spectra, before or during treatment. Since MRS- visible mobile lipids are associated with necrosis in brain tumours (Barba et al, 1999) this observation is consistent, acknowledging the limits in sensitivity of MR with the histology of low-grade tumours. At short echo time, however, low levels of lipid methylene and methyl signals were detected in three out of 12 patients. These three patients demonstrated improvement in clinical symptoms and MRI volume reduction. The lipid signal in Figure 2 (right of figure) reduces during treatment. However, as only three patients displayed quantifiable lipids, it was inappropriate to calculate the statistical significance of these changes with respect to treatment response. As the majority of individuals showing clinical improvement did not express any significant spectroscopically detectable lipid resonance, its presence does not appear to be prognostic.
Other metabolites
Metabolites other than choline, NAA or lipid were generally of too low a concentration to be measured in a serial manner. In those patients in whom creatine could be measured in sufficient concentration, the creatine/water signal showed no significant change during treatment.
Methodologically, the application of a single voxel approach to studying these tumours may cause ambiguity. The heterogeneity of metabolic response cannot be assessed with a single voxel approach. Also, it is not readily feasible (with NAA, for example) to discriminate between tumour cells dying and normal tissues returning within the spectroscopic voxel. The result is likely to be a combination of both phenomena, particularly with small tumours where post-treatment normal tissue can be seen radiologically within the voxel. However, many of these low-grade gliomas were sufficiently large to give confidence that radiologically defined normal tissue was not within the voxel even after tumour shrinkage. Another important methodological issue is the study-to-study placement of the voxel. Some of the changes between the spectra could be due to study-to-study misregistration. However, it is unlikely that misregistration will result in signal change in a particular direction and so the introduced error is likely to be an overall uncertainty rather than a bias.
Conclusion
Our results indicate that changes in the 1H-MRS profile of low-grade glioma that parallel volume changes in the tumour can be detected during the course of temozolomide treatment. Furthermore, our study indicates that metabolic changes do not apparently precede changes in tumour volume within the limits of the measurement sensitivity and temporal sampling. Early metabolic response may be a heterogeneous phenomenon below the limits of sensitivity of the current technique. Methodological improvements, including higher field strength and a spectroscopic imaging approach are likely to enhance the value of investigating associations between metabolic response and the morphological consequence of chemotherapy.
Change history
16 November 2011
This paper was modified 12 months after initial publication to switch to Creative Commons licence terms, as noted at publication
References
Barba I, Cabanas ME, Arus C (1999) The relationship between nuclear magnetic resonance-visible lipids, lipid droplets, and cell proliferation in cultured C6 cells. Cancer Res 59: 1861–1868
Behin A, Hoang-Xuan K, Carpentier AF, Delattre JY (2003) Primary brain tumours in adults. Lancet 361: 323–331
Brada M, Hoang-Xuan K, Rampling R, Dietrich PY, Dirix LY, Macdonald D, Heimans JJ, Zonnenberg BA, Bravo-Marques JM, Henriksson R, Stupp R, Yue N, Bruner J, Dugan M, Rao S, Zaknoen S (2001) Multicenter phase II trial of temozolomide in patients with glioblastoma multiforme at first relapse. Ann Oncol 12: 259–266
Brada M, Judson I, Beale P, Moore S, Reidenberg P, Statkevich P, Dugan M, Batra V, Cutler D (1999) Phase I dose-escalation and pharmacokinetic study of temozolomide (SCH 52365) for refractory or relapsing malignancies. Br J Cancer 81: 1022–1030
Brada M, Viviers L, Abson C, Hines F, Britton J, Ashley S, Sardell S, Traish D, Gonsalves A, Wilkins P, Westbury C (2003) Phase II study of primary temozolomide chemotherapy in patients with WHO grade II gliomas. Ann Oncol 14: 1715–1721
Cairncross G, Macdonald D, Ludwin S, Lee D, Cascino T, Buckner J, Fulton D, Dropcho E, Stewart D, Schold Jr C et al. (1994) Chemotherapy for anaplastic oligodendroglioma. National Cancer Institute of Canada Clinical Trials Group. J Clin Oncol 12: 2013–2021
Glass J, Hochberg FH, Gruber ML, Louis DN, Smith D, Rattner B (1992) The treatment of oligodendrogliomas and mixed oligodendroglioma–astrocytomas with PCV chemotherapy. J Neurosurg 76: 741–745
Mason WP, Krol GS, DeAngelis LM (1996) Low-grade oligodendroglioma responds to chemotherapy. Neurology 46: 203–207
Miller BL, Chang L, Booth R, Ernst T, Cornford M, Nikas D, McBride D, Jenden DJ (1996) In vivo 1H MRS choline: correlation with in vitro chemistry/histology. Life Sci 58: 1929–1935
Nadler JV, Cooper JR (1972) N-acetyl-L-aspartic acid content of human neural tumours and bovine peripheral nervous tissues. J Neurochem 19: 313–319
Nelson SJ, Vigneron DB, Dillon WP (1999) Serial evaluation of patients with brain tumors using volume MRI and 3D 1H MRSI. NMR Biomed 12: 123–138
Peterson K, Paleologos N, Forsyth P, Macdonald DR, Cairncross JG (1996) Salvage chemotherapy for oligodendroglioma. J Neurosurg 85: 597–601
Poptani H, Kaartinen J, Gupta RK, Niemitz M, Hiltunen Y, Kauppinen RA (1999) Diagnostic assessment of brain tumours and non-neoplastic brain disorders in vivo using proton nuclear magnetic resonance spectroscopy and artificial neural networks. J Cancer Res Clin Oncol 125: 343–349
Preul MC, Caramanos Z, Villemure JG, Shenouda G, LeBlanc R, Langleben A, Arnold DL (2000) Using proton magnetic resonance spectroscopic imaging to predict in vivo the response of recurrent malignant gliomas to tamoxifen chemotherapy. Neurosurgery 46: 306–318
Rajan B, Ross G, Lim CC, Ashley S, Goode D, Traish D, Brada M (1994) Survival in patients with recurrent glioma as a measure of treatment efficacy: prognostic factors following nitrosourea chemotherapy. Eur J Cancer 30A: 1809–1815
Rees JH (2002) Low-grade gliomas in adults. Curr Opin Neurol 15: 657–661
Ricci PE, Dungan DH (2001) Imaging of low- and intermediate-grade gliomas. Semin Radiat Oncol 11: 103–112
Smith ICP, Stewart LC (2002) Magnetic resonance spectroscopy in medicine: clinical impact. Prog Nucl Magn Reson Spectrosc 40: 1–34
Stieber VW (2001) Low-grade gliomas. Curr Treat Options Oncol 2: 495–506
Tedeschi G, Lundbom N, Raman R, Bonavita S, Duyn JH, Alger JR, Di Chiro G (1997) Increased choline signal coinciding with malignant degeneration of cerebral gliomas: a serial proton magnetic resonance spectroscopy imaging study. J Neurosurg 87: 516–524
van den Boogaart A, van Ormondt D, Pijnappel WW, de Beer R, Korpela A (1994) In Mathematics in Signal Processing III, McWhirter JG (ed) Oxford: Clarendon Press
Yung WK, Albright RE, Olson J, Fredericks R, Fink K, Prados MD, Brada M, Spence A, Hohl RJ, Shapiro W, Glantz M, Greenberg H, Selker RG, Vick NA, Rampling R, Friedman H, Phillips P, Bruner J, Yue N, Osoba D, Zaknoen S, Levin VA (2000) A phase II study of temozolomide vs procarbazine in patients with glioblastoma multiforme at first relapse. Br J Cancer 83: 588–593
Yung WK, Prados MD, Yaya-Tur R, Rosenfeld SS, Brada M, Friedman HS, Albright R, Olson J, Chang SM, O'Neill AM, Friedman AH, Bruner J, Yue N, Dugan M, Zaknoen S, Levin VA (1999) Multicenter phase II trial of temozolomide in patients with anaplastic astrocytoma or anaplastic oligoastrocytoma at first relapse. Temodal Brain Tumor Group. J Clin Oncol 17: 2762–2771
Acknowledgements
Funding from Cancer Research UK (formerly Cancer Research Campaign) (CRC) Grant C1060/A808, the Medical Research Council (G9326054MA; G78/4595) are gratefully acknowledged. This work was also supported in part by the Neuro-oncology Research Fund and the Royal Marsden NHS Trust. This work was undertaken by the Royal Marsden NHS Trust, who received a proportion of its funding from the NHS Executive; the views expressed are those of the authors and not necessarily those of the NHS Executive. Temozolomide for this study was provided by Schering Plough UK at no cost. The MRUI software package was kindly provided by the participants of the EU network programmes: Human Capital and Mobility, CHRX-CT94-0432 and Training and Mobility of Researchers, ERB-FMRX-CT970160.
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Murphy, P., Viviers, L., Abson, C. et al. Monitoring temozolomide treatment of low-grade glioma with proton magnetic resonance spectroscopy. Br J Cancer 90, 781–786 (2004). https://doi.org/10.1038/sj.bjc.6601593
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DOI: https://doi.org/10.1038/sj.bjc.6601593
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