TY - JOUR
T1 - Identification of potential plasma protein biomarkers for bipolar II disorder
T2 - a preliminary/exploratory study
AU - Lee, Sheng Yu
AU - Wang, Tzu Yun
AU - Lu, Ru Band
AU - Wang, Liang Jen
AU - Li, Sung Chou
AU - Tu, Chi Ying
AU - Chang, Cheng Ho
AU - Chiang, Yung Chih
AU - Tsai, Kuo Wang
N1 - Funding Information:
This work was supported in part by the following: MOST 103-2622-B-006-006-CC2 (to RBL), MOST 104-2622-B-006-006-CC2 (to RBL), and MOST 103-2314-B-075B-006 (to SYL), MOST 108-2314-B-075B-003 (to SYL), MOST 109-2314-075B-010 from the Taiwan Ministry of Science and Technology; VGHKS104-098 (to SYL), VGHKS105-122 (to SYL), VGHKS106-134 (to SYL), VGHKS107-153 (to SYL), and VGHKS108-150 (to SYL) from Kaohsiung Veterans General Hospital, Taiwan.
Publisher Copyright:
© 2021, The Author(s).
PY - 2021/12
Y1 - 2021/12
N2 - The diagnostic peripheral biomarkers are still lacking for the bipolar II disorder (BD-II). We used isobaric tags for relative and absolute quantification technology to identify five upregulated candidate proteins [matrix metallopeptidase 9 (MMP9), phenylalanyl-tRNA synthetase subunit beta (FARSB), peroxiredoxin 2 (PRDX2), carbonic anhydrase 1 (CA-1), and proprotein convertase subtilisin/kexin type 9 (PCSK9)] for the diagnosis of BD-II. We analysed the differences in the plasma levels of these candidate proteins between BD-II patients and controls (BD-II, n = 185; Controls, n = 186) using ELISA. To establish a diagnostic model for the prediction of BD-II, the participants were divided randomly into a training group (BD-II, n = 149; Controls, n = 150) and a testing group (BD-II, n = 36; Controls, n = 36). Significant increases were found in all five protein levels between BD-II and controls in the training group. Logistic regression was analysed to form the composite probability score of the five proteins in the training group. Receiver-operating characteristic curve analysis revealed the diagnostic validity of the probability score [area under curve (AUC) = 0.89, P < 0.001]. The composite probability score of the testing group also showed good diagnostic validity (AUC = 0.86, P < 0.001). We propose that plasma levels of PRDX2, CA-1, FARSB, MMP9, and PCSK9 may be associated with BD-II as potential biomarkers.
AB - The diagnostic peripheral biomarkers are still lacking for the bipolar II disorder (BD-II). We used isobaric tags for relative and absolute quantification technology to identify five upregulated candidate proteins [matrix metallopeptidase 9 (MMP9), phenylalanyl-tRNA synthetase subunit beta (FARSB), peroxiredoxin 2 (PRDX2), carbonic anhydrase 1 (CA-1), and proprotein convertase subtilisin/kexin type 9 (PCSK9)] for the diagnosis of BD-II. We analysed the differences in the plasma levels of these candidate proteins between BD-II patients and controls (BD-II, n = 185; Controls, n = 186) using ELISA. To establish a diagnostic model for the prediction of BD-II, the participants were divided randomly into a training group (BD-II, n = 149; Controls, n = 150) and a testing group (BD-II, n = 36; Controls, n = 36). Significant increases were found in all five protein levels between BD-II and controls in the training group. Logistic regression was analysed to form the composite probability score of the five proteins in the training group. Receiver-operating characteristic curve analysis revealed the diagnostic validity of the probability score [area under curve (AUC) = 0.89, P < 0.001]. The composite probability score of the testing group also showed good diagnostic validity (AUC = 0.86, P < 0.001). We propose that plasma levels of PRDX2, CA-1, FARSB, MMP9, and PCSK9 may be associated with BD-II as potential biomarkers.
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U2 - 10.1038/s41598-021-88450-x
DO - 10.1038/s41598-021-88450-x
M3 - Article
C2 - 33947873
AN - SCOPUS:85105182576
SN - 2045-2322
VL - 11
JO - Scientific Reports
JF - Scientific Reports
IS - 1
M1 - 9452
ER -