1. The Combined Performance of ADC, CSF CXC Chemokine Ligand 13, and CSF Interleukin 10 in the Diagnosis of Central Nervous System Lymphoma
- Author
-
Chiyuan A. Zhang, Ramon F. Barajas, James L. Rubenstein, Francisco Valles, Marc C. Mabray, Javier Villanueva-Meyer, and Soonmee Cha
- Subjects
Adult ,Male ,Proteomics ,Pathology ,medicine.medical_specialty ,Lymphoma ,Clinical Sciences ,Combined use ,Central nervous system ,Sensitivity and Specificity ,Article ,Central Nervous System Neoplasms ,03 medical and health sciences ,Rare Diseases ,0302 clinical medicine ,Text mining ,medicine ,Biomarkers, Tumor ,Humans ,Radiology, Nuclear Medicine and imaging ,Cancer ,Aged ,Tumor ,Receiver operating characteristic ,business.industry ,Neurosciences ,Hematology ,Middle Aged ,medicine.disease ,Ligand (biochemistry) ,Chemokine CXCL13 ,Brain Disorders ,Interleukin-10 ,Nuclear Medicine & Medical Imaging ,Interleukin 10 ,medicine.anatomical_structure ,Diffusion Magnetic Resonance Imaging ,ROC Curve ,CxC chemokine ,030220 oncology & carcinogenesis ,Female ,Neurology (clinical) ,business ,Biomarkers ,030217 neurology & neurosurgery - Abstract
Background and purposeCXC chemokine ligand 13 and interleukin 10 have emerged as CSF biomarkers for the diagnosis of CNS lymphoma. Our hypothesis is that the combined use of ADC, CXC chemokine ligand 13, and interleukin 10 will result in increased diagnostic performance compared with the use of ADC values alone.Materials and methodsEighty-seven patients were included in this study, including 43 with CNS lymphoma and 44 without CNS lymphoma (21 metastases, 14 high-grade gliomas, 9 tumefactive demyelinating lesions) who had undergone CSF proteomic analysis and had a new enhancing mass on brain MR imaging. Average ADC was derived by contouring the contrast-enhancing tumor volume. Group means were compared via t tests for average ADC, CXC chemokine ligand 13, and interleukin 10. Receiver operating characteristic analysis was performed for each individual variable. Multiple-variable logistic regression with receiver operating characteristic analysis was performed, and the multiple-variable receiver operating characteristic was compared with single-variable receiver operating characteristics.ResultsThe average ADC was lower and CSF CXC chemokine ligand 13 and interleukin 10 values were higher in CNS lymphoma (P < .001). Areas under the curve ranged from 0.739 to 0.832 for single-variable ROC. Multiple-variable logistic regression yielded statistically significant individual effects for all 3 variables in a combined model. Multiple-variable receiver operating characteristics (area under the curve, 0.928) demonstrated statistically significantly superior diagnostic performance compared with the use of single variables alone.ConclusionsThe combined use of ADC, CSF CXC chemokine ligand 13, and interleukin 10 results in increased diagnostic performance for the diagnosis of CNS lymphoma. This finding highlights the importance of CSF analysis when the diagnosis of CNS lymphoma is considered on the basis of MR imaging.
- Published
- 2015