Int J Cancer. 2015;136(1):162-71.
An NMR metabolomics approach for the diagnosis of leptomeningeal carcinomatosis in lung adenocarcinoma cancer patients.
제1저자 안용진,조혜림,김태민 · 교신저자 박성혁, 최승홍
소속 (1)
- College of Pharmacy, Natural Product Research Institute, Seoul National University, San 56-1 Sillim-dong, Gwanak-gu, 151-742, Seoul, Republic of Korea.
Abstract
Leptomeningeal carcinomatosis (LC) is a metastatic cancer invading the central nervous system (CNS). We previously reported a metabolomic diagnostic approach as tested on an animal model and compared with current modalities. Here, we provide a proof of concept by applying it to human LC originating from lung cancer, the most common cause of CNS metastasis. Cerebrospinal fluid from LC (n = 26) and normal groups (n = 41) were obtained, and the diagnosis was established with clinical signs, cytology, MRI and biochemical tests. The cytology on the CSF, the current gold standard, exhibited 69% sensitivity (~100% specificity) from the first round of CSF tapping. In comparison, the nuclear magnetic resonance spectra on the CSF showed a clear difference in the metabolic profile between the LC and normal groups. Multivariate analysis and cross-validation yielded the diagnostic sensitivity of 92%, the specificity of 96% and the area under the curve (AUC) of 0.991. Further spectral and statistical analysis identified myo-inositol (p < 5 × 10(-14)), creatine (p < 7 × 10(-8)), lactate (p < 9 × 10(-4)), alanine (p < 7.9 × 10(-3)) and citrate (p < 3 × 10(-4)) as the most contributory metabolites, whose combination exhibited an receiver-operating characteristic diagnostic AUC of 0.996. In addition, the metabolic profile could be correlated with the grading of radiological leptomeningeal enhancement (R(2) = 0.3881 and p = 6.66 × 10(-4)), suggesting its potential utility in grading LC. Overall, we propose that the metabolomic approach might augment current diagnostic modalities for LC, the accurate diagnosis of which remains a challenge.
© 2014 UICC.
Keywords
CSFdiagnosisleptomeningeal carcinomatosismetabolomicsmetastasis
그 밖의 정보
- 출판 형태
- Journal Article, Research Support, Non-U.S. Gov't
- 저널
- International journal of cancer · eISSN 1097-0215
- 전자 출판
- 2014-05-20
- MeSH
- Adenocarcinoma / cerebrospinal fluid / diagnosis / secondary · Alanine / cerebrospinal fluid · Area Under Curve · Biomarkers, Tumor / cerebrospinal fluid · Case-Control Studies · Citric Acid / cerebrospinal fluid · Creatine / cerebrospinal fluid · Humans · Inositol / cerebrospinal fluid · Lactic Acid / cerebrospinal fluid · Lung Neoplasms / cerebrospinal fluid / diagnosis / pathology · Magnetic Resonance Spectroscopy · Meningeal Carcinomatosis / cerebrospinal fluid / diagnosis / secondary · Metabolome* · Multivariate Analysis · ROC Curve
- Substances
- Biomarkers, Tumor · Citric Acid · Lactic Acid · Inositol · Creatine · Alanine