Potential metabolite markers of schizophrenia.
Schizophrenia is a severe mental disorder that affects 0.5-1% of the population worldwide. Current diagnostic methods are based on psychiatric interviews, which are subjective in nature. The lack of disease biomarkers to support objective laboratory tests has been a long-standing bottleneck in the clinical diagnosis and evaluation of schizophrenia. Here we report a global metabolic profiling study involving 112 schizophrenic patients and 110 healthy subjects, who were divided into a training set and a test set, designed to identify metabolite markers. A panel of serum markers consisting of glycerate, eicosenoic acid, β-hydroxybutyrate, pyruvate and cystine was identified as an effective diagnostic tool, achieving an area under the receiver operating characteristic curve (AUC) of 0.945 in the training samples (62 patients and 62 controls) and 0.895 in the test samples (50 patients and 48 controls). Furthermore, a composite panel by the addition of urine β-hydroxybutyrate to the serum panel achieved a more satisfactory accuracy, which reached an AUC of 1 in both the training set and the test set. Multiple fatty acids and ketone bodies were found significantly (P<0.01) elevated in both the serum and urine of patients, suggesting an upregulated fatty acid catabolism, presumably resulting from an insufficiency of glucose supply in the brains of schizophrenia patients.
Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders Ministry of Education, Bio-X Center, Shanghai Jiao Tong University, Shanghai, China.
J
J
Yang
T
T
Chen
L
L
Sun
Z
Z
Zhao
X
X
Qi
K
K
Zhou
Y
Y
Cao
X
X
Wang
Y
Y
Qiu
M
M
Su
A
A
Zhao
P
P
Wang
P
P
Yang
J
J
Wu
G
G
Feng
L
L
He
W
W
Jia
C
C
Wan
D020155:3-Hydroxybutyric Acid / Q000097:blood; D000328:Adult; D019540:Area Under Curve; D015415:Biomarkers; D003553:Cystine / Q000097:blood; D005229:Fatty Acids, Monounsaturated / Q000097:blood; D005260:Female; D008401:Gas Chromatography-Mass Spectrometry; D005988:Glyceric Acids / Q000097:blood; D006801:Humans; D009682:Magnetic Resonance Spectroscopy; D008297:Male; D055442:Metabolome; D008875:Middle Aged; D019289:Pyruvic Acid / Q000097:blood; D012372:ROC Curve; D012559:Schizophrenia / Q000097:blood* / Q000175:diagnosis*
D015415:Biomarkers; D005229:Fatty Acids, Monounsaturated; D005988:Glyceric Acids; D003553:Cystine; C042971:glyceric acid; D019289:Pyruvic Acid; D020155:3-Hydroxybutyric Acid; C572289:eicosenoic acid