An ex vivo study exploring the diagnostic potential of 1H magnetic resonance spectroscopy in squamous cell carcinoma of the head and neck region
- 23 July 2002
- journal article
- research article
- Published by Wiley in Head & Neck
- Vol. 24 (8) , 766-772
- https://doi.org/10.1002/hed.10125
Abstract
Background Definitive diagnosis of head and neck cancer is generally made by histopathologic evaluation. Management and prognosis largely depend on accurate and timely diagnosis. We have explored the use of 1H magnetic resonance spectroscopy in search of a better or complementary diagnostic technique. Methods Tumor and adjacent normal tissue specimens (n = 135) from untreated head and neck cancer patients (n = 40) were obtained and subjected to spectroscopic evaluation followed by histopathologic analysis. Data were partitioned into training and test sets and subjected to multivariate analysis. Results The resonances from taurine, choline, glutamic acid, lactic acid, and lipid were found to have diagnostic potential by our optimal region selection algorithm. Multivariate analysis of the spectral data differentiated between normal and malignant tissues, with an overall accuracy of 92.6% (training set, 97.3%; test set, 87.3%), an overall sensitivity of 93% (test set, 90%), and an overall specificity of 92% (test set, 82.6%). Conclusions 1H magnetic resonance spectroscopy combined with multivariate methods of analysis can distinguish between normal and malignant squamous cell tissue, and this may lead to the development of an objective and noninvasive diagnostic procedure. © 2002 Wiley Periodicals, Inc. Head Neck 24: 766–772, 2002Keywords
This publication has 23 references indexed in Scilit:
- Diagnosis and prognosis of breast cancer by magnetic resonance spectroscopy of fine-needle aspirates analysed using a statistical classification strategyBritish Journal of Surgery, 2001
- In VivoLactate Editing with Simultaneous Detection of Choline, Creatine, NAA, and Lipid Singlets at 1.5 T Using PRESS Excitation with Applications to the Study of Brain and Head and Neck TumorsJournal of Magnetic Resonance, 1998
- Classification of 1H MR spectra of human brain neoplasms: The influence of preprocessing and computerized consensus diagnosis on classification accuracyJournal of Magnetic Resonance Imaging, 1996
- Computerized Consensus Diagnosis: A Classification Strategy for the Robust Analysis of MR Spectra. I. Application to 1H Spectra of Thyroid NeoplasmsMagnetic Resonance in Medicine, 1995
- A simple procedure for obtaining high‐quality nmr spectra of semiquantitative value from small tissue specimens: cervical biopsies.Magnetic Resonance in Medicine, 1992
- Head and neck tumors, MRI versus CT: a technology assessment pilot studyEuropean Journal of Radiology, 1992
- Beyond the 'New' TNM ClassificationJAMA Otolaryngology–Head & Neck Surgery, 1991
- New malignancy grading is a better prognostic indicator than Broders' grading in oral squamous cell carcinomasJournal of Oral Pathology & Medicine, 1989
- Computed tomographic evaluation of regional lymph node involvement in cancer of the oral cavity and oropharynxHead & Neck, 1989
- Histologic Classification and Grading of Malignancy in Carcinoma of the LarynxActa Radiologica: Therapy, Physics, Biology, 1973