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Original Article
11 (
4
); 581-584
doi:
10.1055/s-0040-1714330

Magnetic Resonance Spectroscopy for Prediction of Grades of Diffusely Infiltrating Intracranial Astrocytomas

Department of Neurosurgery, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh

Bipin Chaurasia, MS Department of Neurosurgery, Bangabandhu Sheikh Mujib Medical University Dhaka 1000 Bangladesh trozexa@gmail.com

Licence
This is an open access article published by Thieme under the terms of the Creative Commons Attribution-NonDerivative-NonCommercial License, permitting copying and reproduction so long as the original work is given appropriate credit. Contents may not be used for commercial purposes, or adapted, remixed, transformed or built upon. (https://creativecommons.org/licenses/by-nc-nd/4.0/)
Disclaimer:
This article was originally published by Thieme Medical and Scientific Publishers Pvt. Ltd. and was migrated to Scientific Scholar after the change of Publisher.

Abstract

Abstarct

Objective Gliomas, the most frequent primary brain tumors, have various grades, among which grade II, III, and IV are diffusely infiltrating astrocytomas. As therapeutic approaches and outcome differ considerably, depending on the grade of these tumors, prediction is important regarding outcome. Magnetic resonance spectroscopy (MRS) can be of help in understanding of the biochemical changes of pathological state to study, monitor, predict grading and outcome of gliomas.

Materials and Methods All the 30 patients in the study with intracranial diffusely infiltrating astrocytoma had MRS study using 1.5 Tesla MR scanner. The study population was divided into three groups on the basis of the grades of the tumor according to histopathology. Mean height of choline (Ch), N-acetyl aspartate (NAA), creatine (Cr) peak, and choline/creatine (Ch/Cr) ratio was documented. Mean value of each variable among three grades was analyzed and compared with analysis of variance (ANOVA) test (F-test).

Results There was positive relationship regarding Ch/Cr ratio among astrocytomas grade II to IV and the result was significant (p = 0.047). A positive relationship of Ch peak was also observed for grade II to IV astrocytoma, though the result was not significant (p = 0.578). The result was nonsignificant for NAA (p = 0.696) and Cr (p = 0.740) peak also.

Conclusion We recommend Ch/Cr ratio to be considered as a dependable MRS data to comment on low- or high-grade astrocytomas. MRS can be done as a routine investigation in the developing countries for astrocytomas where other facilities are less accessible for reliable prediction and counseling.

Keywords

magnetic resonance spectroscopy (MRS)
diffusely infiltrating astrocytomas
N-acetyl aspartate (NAA)
choline/creatine (Ch/Cr) ratio

Introduction

Gliomas vary in cellular and nuclear pleomorphism, mitotic activity, vascular proliferation, and necrosis. These histologically heterogeneous group of tumors are the most frequent primary brain tumors.1

Owing to their infiltrative nature and high relapse rate, the prognosis of malignant gliomas is generally poor, even following aggressive treatment.1

Depending on clinicopathologic entities, diffuse astrocytomas, anaplastic astrocytomas and glioblastoma multiforme, which are World Health Organization (WHO) grade II, III, and IV respectively, are categorized as diffusely infiltrating astrocytomas.2

Based on the tumor grade, there are considerable differences in therapeutic approaches of gliomas. Thus, development of in vivo techniques to allow accurate determination of the grade of these tumors is important in deciding appropriate treatment.1

Among various imaging modalities, magnetic resonance imaging (MRI), is often the investigation of choice for its easy availability, pathophysiologic specificity, potential for repeat studies, and biosafety. Moreover, because of the contrast versatility, it can provide excellent soft tissue differentiation.3

Magnetic resonance spectroscopy (MRS), an additional modality available in most clinical MR scanners now, can detect relatively small molecules to assess cellular metabolism noninvasively. Therefore, this is the most convenient technique to study and monitor gliomas.3 4

MRS is more popular among clinicians, because of its capability to offer understanding of the biochemical changes of a pathological condition, in addition to delineation of anatomy and pathology. As a consequence of well-suited MRS properties, brain has been studied most by in vivo proton magnetic resonance spectroscopy (1H-MRS).5 6

Choline (Ch), creatine (Cr), N-acetyl aspartate (NAA), lactate (Lac), myo-inositol (Ins), glutamine (Gln), glutamate (Glu), lipids (Lip), and the amino acids leucine (Leu) and alanine (Ala) are the major brain metabolites that can be detected in MRS.7 A decrease in NAA and an increase in Ch-containing compounds are characteristic of gliomas.8

The present study explores the role of MRS to establish a correlation between the histological grading of astrocytoma and MRS findings, decision making for the management of the patient, and predicting prognosis in a resource-limited setting.

Materials and Methods

The present observational cross-sectional prospective study was performed in the Department of Neurosurgery of Bangabandhu Sheikh Mujib Medical University in the period between June 2010 and April 2012. Permission of institutional review board (Ethical committee) was obtained at the beginning of the study and informed written consent was taken from all participants or their guardians individually during the study. Thirty consecutive patients with intracranial diffusely infiltrating astrocytoma fulfilling the inclusion criteria were studied and MRS of all the participants were done with 1.5 T MRI/MRS (Signa HDxt 1.5T GEHCMRI) and multivoxel1 HMRS was also done. Priority was given to place voxel over most contrast up taking and/or solid portion of the tumor. Peritumoral areas were also investigated. During surgery, tumor specimen was collected and sent carefully for histopathology.

Finding of MRS relevant to study was documented. Spectrum of metabolic peaks was displayed chronologically: Ch, Cr, NAA, and Lac from higher to lower ppm. Data from most contrast up taking solid voxel was taken for analysis. After final pathologic diagnosis, based on histopathology, the study population/patients were grouped into three categories: astrocytoma grade II, III, and IV.

SPSS (Statistical Package for Social Science), version 19, software was used for statistical analysis. p-Value was set at <0.05 as statistically significant. Mean and standard deviation of each metabolic peak (Ch, Cr, NAA) for each group of astrocytomas were measured. Metabolic ratios (Ch/Cr) were obtained. Data was given in SPSS program and analysis of variance (ANOVA) done.

Results

In the present study, grade IV astrocytoma was most common (46.7%)9; followed by grade II astrocytoma, which was 33.3%10; and grade III astrocytoma, which was 20%.6

In this study, mean of maximum Ch peak was found to be 95681.40 ± 28937.386, 110012.73 ± 35996.049, 114981.43 ± 55179.821 in grade II, III, and IV astrocytomas, respectively.

Mean of maximum NAA peak was found to be 43150.80 ± 25629.136, 36380.00 ± 22857.029, 49547.14 ± 38877.517 in grade II, III, and IV astrocytomas, respectively.

Mean of maximum Cr peak was found to be 50765.00 ± 20743.957, 52862.33 ± 21386.090, and 44997.86 ± 26032.614 in grade II, III, and IV astrocytomas, respectively.

Mean of maximum Ch/Cr ratio was found to be 1.9970 ± 0.41945, 2.3117 ± 1.06824, 2.9607 ± 1.07769 in grade II, III, and IV astrocytomas, respectively.

Regarding Ch/Cr ratio, there was positive relationship among grade II, III, and IV astrocytomas and the result was significant (p = 0.047) for spectroscopic data among grade II, III, and IV astrocytomas (p < 0.05; Table 1).

Table 1
ANOVA for different MRS peaks in different histological grades of astrocytoma

Source of variables

Sum of squares

df

Mean square

F-Value

Sig. (p-Value)

Ch peak of astrocytomas

Between groups

2218000000.00

2

1109000000

0.559

0.578

Within groups

53600000000.00

27

1985000000

Total

55820000000.00

29

NAA peak of astrocytomas

Between groups

768061963.886

2

384030981.943

0.368

0.696

Within groups

28172889959.314

27

1043440368.863

Total

28940951923.200

29

Cr peak of astrocytomas

Between groups

337190612.419

2

168595306.210

0.304

0.740

Within groups

14969690715.048

27

554432989.446

Total

15306881327.467

29

Ch–Cr ratio

Between groups

5.712

2

2.856

3.444

0.047

Within groups

22.387

27

.829

Total

28.099

29

A positive relationship of Ch peak was observed for grade II to IV astrocytoma, but the result was not significant (p = 0.578).

The result was found nonsignificant for NAA (p = 0.696) and Cr (p = 0.740) peak also.

These results verify a significant relationship between preoperative data from1 HMRS and histological grading of diffusely infiltrating astrocytoma, supporting that1 HMRS can give valuable diagnostic information that cannot be achieved from conventional MRI alone, in assessing the grade of astrocytomas.

Discussion

Before onset of an effective treatment, differentiation between high and low grade astrocytomas is of utmost importance.2 3 4 Predicting grade of tumors by conventional MRI can be difficult and unreliable.4 5 MRS, being a noninvasive method in detecting and grading of brain tumors, can help in diagnosis and grading of tumors more accurately.10 11 12

Significant changes with respect to tissue metabolites have been described in gliomas and in other brain tumors by means of 1HMRS when compared with control subjects and other pathological brain alterations. In gliomas, especially higher Ch peaks and lower NAA peaks have been reported in relation to peaks from other metabolites, such as Cr.11

Occurrence of diffusely infiltrating astrocytomas varies considerably in different studies. Although 80% of cases occurred around the age of 50 years, we did not find any particular age to be vulnerable for developing astrocytomas in this study. Mean age of occurrence of astrocytomas was 37.77 years in our study that virtually matches with the findings of Guillamo et al,10 who found 34 years as the mean age of onset. The average age of presentation for intracranial astrocytoma was 31.15 years in Dastur’s series.12

Astrocytomas commonly vary in incidence according to sex. According to Ramamurthi,13 astrocytomas are more common males (3:1). In the study of Guillamo et al,10 male:female ratio was 2.2:1. Doran and Thorell14 also mentioned about male predominance in intracranial astrocytomas having ratio of 1.44:1. Our study also found male predominance, with ratio of 2.33:1, which is consistent with other studies.

Histopathologically, our study found 33.3% of gliomas to be grade II astrocytomas, 20% to be grade III astrocytomas, and 46.7% to be grade IV astrocytomas. Nafe et al11 found 10.9, 26.1, and 63% as grades II, III, and IV gliomas, respectively, while Kaminogo et al,8 studying on 25 glioma cases, found grades II, III, and IV to be 24, 12, and 64%, respectively. We found grade IV astrocytoma to be the commonest type of astrocytomas; the percentage is not as high as in the other studies.

Spectroscopic variables revealed a significant difference between the tumor grades concerning the peak for Ch. This peak has higher values in grade III and grade IV tumors than in grade II tumors. In this study, there was persistent rise of Ch peak from grade II to grade IV. Concerning the comparison between different histologic tumors grades of gliomas using1 HMRS, most authors found low peak intensities of Ch in gliomas with a low tumor grade such as grade II astrocytomas and higher peak intensities in higher grade gliomas as the anaplastic astrocytomas and glioblastomas that are grade III and IV astrocytomas, respectively.11

Different studies found that the in vivo measurements of Ch in brain lesions correlate with in vitro measurements of cell density and Ch-containing substances such as phosphocholine.9 15 These compounds play an important role in cellular membrane metabolism.16 Therefore, the higher Ch peak seen in many1 HMRS studies on tumors of the brain has been attributed to an increased synthesis of the cell membrane and cellular density,11 which is in concordance with results of this study.

Regarding the spectroscopic variables, entire sample of cases (n = 30) in this study shows a tendency toward a higher NAA peak in astrocytomas grade II compared with grade III, but unexpectedly grade IV cases showed highest NAA peaks that are not supported by other studies.8 11 Since NAA is present in neuronal somata and axons, there might be some remaining neurons at the tumor border gliomas, explaining the higher NAA peak.

Cr peaks for different tumor grades were also a concern for this study. Nafe et al11 showed persistent decrease in Cr peak in his study. But in this study the result is nonconclusive. The peak ratios Ch/Cr were significant in this study. There was gradual increase in Ch/Cr ratios from lower to higher grades (grade II–IV).

The study population was divided into three groups on the basis of the grade of the tumor. Mean height of Ch, NAA, Cr peak, and Ch/Cr ratio was calculated and recorded. Mean value of each variable among three grades was compared with ANOVA test (F-test). F-Value for Ch peak was 0.559 and p-value was 0.578 that is not significant (p > 0.05). F-Value for NAA peak was 0.368 and p-value was 0.696 that is not significant (p > 0.05). F-Value for Cr peak was 0.304 and p-value was 0.740 that is also not significant (p>0.05). F-Value for Ch/Cr ratio was 3.444 and p-value was 0.047 that is significant (p < 0.05). This result signifies that there is a positive relationship between the Ch peak and grading of astrocytoma from grade II to IV, but the result is not significant. Relationship between the NAA, Cr peak, and grading of astrocytoma from grade II to IV is not significant. Nafe et al11 in their study found that grades III and IV gliomas have higher Ch peaks, while grade II gliomas have higher NAA peaks. The peaks for these two metabolites have significant contribution to differentiate between the grades of gliomas (p < 0.05). Yang et al1 found in their study that the ratios of maximum Cho/NAA, Cho/Cr, and minimum NAA/Cr are decidedly associated with tumor grade. However, glioblastomas and anaplastic gliomas cannot be differentiated significantly from these ratios.

We found in this study that there is a significant relationship between spectroscopic variables of Ch/Cr ratio and grading of diffusely infiltrating astrocytomas. This can surely help in preoperative prediction of grading of diffusely infiltrating astrocytomas. So, MRS can be a noble modality of investigation in a developing country for preoperative assessment of prognosis and can be a good instrument for counseling.

Conclusion

In a developing country such as Bangladesh, where socioeconomic condition is not that rich, MRS can play a good role in predicting the grade as well as outcome and thus can help in counseling and management planning. Our study suggests that relationship between Ch/Cr ratio and grading of diffusely infiltrating astrocytomas on MRS can be used as an adjunct to other investigation in the developing countries for tumor grade prediction, management planning, and counseling.

Conflict of Interest

None declared.

Reference

  1. , , , et al . Cerebral gliomas: prospective comparison of multivoxel 2D chemical-shift imaging proton MR spectroscopy, echoplanar perfusion and diffusion-weighted MRI. Neuroradiology. 2002;44(8):656-666.
    [Google Scholar]
  2. , , , et al . Astrocytic tumors.Pathology and Genetics of the Tumors of the Nervous System. (2nd edition). Lyon: Oxford University Press; . p. :314. In: eds.
    [Google Scholar]
  3. , , , . Magnetic resonance spectroscopy in pediatric neuroradiology: clinical and research applications. Pediatr Radiol. 2010;40(1):3-30.
    [Google Scholar]
  4. , . In vivo magnetic resonance spectroscopy: basic methodology and clinical applications. Eur Biophys J. 2010;39(4):527-540.
    [Google Scholar]
  5. , , . Proton magnetic resonance spectroscopy in brain tumours: clinical applications. Neuroradiology. 2001;43(5):345-352.
    [Google Scholar]
  6. , , , , , . Potential of proton magnetic resonance spectroscopy in the evaluation of patients with tethered cord syndrome following surgery. J Neurosurg. 2006;105(05):396-402.
    [Google Scholar]
  7. , , . Magnetic resonance spectroscopy (MRS): basic principles and applications in focal brain lesions. Pak J Neurol Sci. 2007;2(1):42-46.
    [Google Scholar]
  8. , , , et al . Diagnostic potential of short echo time MR spectroscopy of gliomas with single-voxel and point-resolved spatially localised proton spectroscopy of brain. Neuroradiology. 2001;43(5):353-363.
    [Google Scholar]
  9. , , , , , . Immortalization and transformation are associated with specific alterations in choline metabolism. Cancer Res. 1996;56(20):4630-4635.
    [Google Scholar]
  10. , , , et al . Association des Neuro-Oncologues d’Expression Française (ANOCEF). Brainstem gliomas in adults: prognostic factors and classification. Brain. 2001;124:2528-2539. (Pt 12)
    [Google Scholar]
  11. , , , et al . Preoperative proton-MR spectroscopy of gliomas--correlation with quantitative nuclear morphology in surgical specimen. J Neurooncol. 2003;63(3):233-245.
    [Google Scholar]
  12. , , . Intracranial tumor pathology.Textbook of Neurosurgery. (1st edition). New Delhi: National Book Trust; . p. :733-86. In: eds.
    [Google Scholar]
  13. , . Textbook of Neurosurgery. 2. (1 ed). New Delhi: National Books Trust; . p. :848-64. In: eds.
    [Google Scholar]
  14. , , . Brain Tumors: population-based epidemiology, environmental risk factors, and genetic and hereditary syndromes.Youmans Neurological Surgery. 2. (5 ed). Philadelphia: Saunders; . p. :807-16. In: ed.
    [Google Scholar]
  15. , , , et al . In vivo 1H MRS choline: correlation with in vitro chemistry/histology. Life Sci. 1996;58(22):1929-1935.
    [Google Scholar]
  16. , , . Phosphomonoester metabolism as a function of cell proliferative status and exogenous precursors. Anticancer Res. 1996;16:1393-1397. (3B)
    [Google Scholar]
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