BACKGROUND AND PURPOSE: Increased contrast enhancement has been used as a marker of malignant transformation in lowgrade gliomas. This marker has been found to have limited accuracy because many low-grade gliomas with increased contrast enhancement remain grade II. We aimed to investigate whether MR spectroscopy can contribute to the diagnosis of malignant transformation in low-grade gliomas with increased contrast enhancement. MATERIALS AND METHODS: Patients with low-grade gliomas who had contemporaneous MR spectroscopy and histopathology for tumor regions with increased contrast enhancement between 2004 and 2015 were retrospectively reviewed. Clinical data collected were sex and age, Karnofsky Performance Scale, histologic subtypes, isocitrate dehydrogenase 1 mutation status, disease duration, adjuvant therapy, and post-radiation therapy duration. Imaging data collected were contrast-enhancement size, whole-tumor size, MR spectroscopy metabolite ratios, and tumor grades of regions with increased contrast enhancement. Diagnostic values of these factors on malignant transformation of low-grade gliomas were statistically analyzed. RESULTS: A total of 86 patients with 96 MR spectroscopy studies were included. Tumor grades associated with increased contrast enhancement were grade II (n ¼ 42), grade III (n ¼ 27), and grade IV (n ¼ 27). On multivariate analysis, the NAA/Cho ratio was the only significant factor (P , .001; OR, 7.1; 95% CI, 3.2-16.1) diagnostic of malignant transformation. With 0.222 as the cutoff value, the sensitivity, specificity, and accuracy of NAA/Cho for diagnosing malignant transformation were 94.4%, 83.3%, and 89.6%, respectively. CONCLUSIONS: MR spectroscopy complements conventional MR imaging in the diagnosis of malignant transformation in a subgroup of low-grade gliomas with increased contrast enhancement. ABBREVIATIONS: LGG ¼ low-grade glioma; MT ¼ malignant transformation; WHO ¼ World Health Organization L ow-grade gliomas (LGGs) are grade II World Health Organization (WHO) primary brain tumors, accounting for 14.6% of gliomas in population-based studies. 1 LGGs may remain clinically and radiographically stable for years after initial diagnosis and treatment. However, at an unpredictable time, some may show MR imaging features suggestive of disease progression, eg,