TY - JOUR
T1 - Glycopeptides with Sialyl Lewis Antigen in Serum Haptoglobin as Candidate Biomarkers for Nonalcoholic Steatohepatitis Hepatocellular Carcinoma Using a Higher-Energy Collision-Induced Dissociation Parallel Reaction Monitoring-Mass Spectrometry Method
AU - Lin, Yu
AU - Zhu, Jianhui
AU - Zhang, Jie
AU - Dai, Jianliang
AU - Liu, Suyu
AU - Arroyo, Ana
AU - Rose, Marissa
AU - Singal, Amit G.
AU - Parikh, Neehar D.
AU - Lubman, David M.
N1 - Funding Information:
We acknowledge the support of this work from the National Cancer Institute under grants 1R01 CA160254 (DML) and U01 CA225753 (DML). The Orbitrap instrument was purchased under an NIH shared instrumentation grant S10OD021619. A.G.S. acknowledges the support from the National Cancer Institute under grant U01 CA230694 (AGS). D.M.L. acknowledges support under the Maud T. Lane Professorship. We also acknowledge the support of this work from Protein Metrics Inc. for the use of the Byonic/Byologic software.
Publisher Copyright:
© 2022 The Authors. Published by American Chemical Society.
PY - 2022/7/5
Y1 - 2022/7/5
N2 - Nonalcoholic steatohepatitis (NASH) is the fastest growing cause of hepatocellular carcinoma (HCC) in the United States. Changes in N-glycosylation on specific glycosites of serum proteins have been investigated as potential markers for the early detection of NASH-related HCC. Herein, we report a glycopeptide with a Sialyl Lewis structure derived from serum haptoglobin (Hp) as a potential marker for NASH related HCCs among 95 patients with NASH, including 46 cirrhosis, 32 early-stage HCC, and 17 late-stage HCC. Hp immuno-isolated from patient serum was analyzed using LC-HCD-PRM-MS/MS followed by data analysis via Skyline software. Two glycopeptides involving site N184 and four glycopeptides involving site N241 were significantly changed in patients with HCC vs NASH cirrhosis (P < 0.05). The two-marker panel using N-glycopeptide N241_A4G4F2S4 showed the best performance for HCC detection when combined with α-fetoprotein (AFP), with an improved estimated area under the curve (AUC) = 0.898 (95% CI: 0.835, 0.951), compared to the AUC of 0.790(95% CI, 0.697 0.872) using AFP alone (P = 0.048). At 90% specificity, the combination of N241_A4G4F2S4 + AFP had an improved sensitivity of 63.3%, compared to the sensitivity of 52.3% using AFP alone. When using three markers, the panel of AFP + N241_A2G2F1S2 + N241_A4G4F2S4 yielded an estimated AUC of 0.928 (95% CI: 0.877, 0.970). Our findings indicated that N241_A4G4F2S4 may play an important role in distinguishing HCC from NASH cirrhosis.
AB - Nonalcoholic steatohepatitis (NASH) is the fastest growing cause of hepatocellular carcinoma (HCC) in the United States. Changes in N-glycosylation on specific glycosites of serum proteins have been investigated as potential markers for the early detection of NASH-related HCC. Herein, we report a glycopeptide with a Sialyl Lewis structure derived from serum haptoglobin (Hp) as a potential marker for NASH related HCCs among 95 patients with NASH, including 46 cirrhosis, 32 early-stage HCC, and 17 late-stage HCC. Hp immuno-isolated from patient serum was analyzed using LC-HCD-PRM-MS/MS followed by data analysis via Skyline software. Two glycopeptides involving site N184 and four glycopeptides involving site N241 were significantly changed in patients with HCC vs NASH cirrhosis (P < 0.05). The two-marker panel using N-glycopeptide N241_A4G4F2S4 showed the best performance for HCC detection when combined with α-fetoprotein (AFP), with an improved estimated area under the curve (AUC) = 0.898 (95% CI: 0.835, 0.951), compared to the AUC of 0.790(95% CI, 0.697 0.872) using AFP alone (P = 0.048). At 90% specificity, the combination of N241_A4G4F2S4 + AFP had an improved sensitivity of 63.3%, compared to the sensitivity of 52.3% using AFP alone. When using three markers, the panel of AFP + N241_A2G2F1S2 + N241_A4G4F2S4 yielded an estimated AUC of 0.928 (95% CI: 0.877, 0.970). Our findings indicated that N241_A4G4F2S4 may play an important role in distinguishing HCC from NASH cirrhosis.
UR - http://www.scopus.com/inward/record.url?scp=85134467318&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85134467318&partnerID=8YFLogxK
U2 - 10.1021/acsomega.2c02600
DO - 10.1021/acsomega.2c02600
M3 - Article
C2 - 35811936
AN - SCOPUS:85134467318
SN - 2470-1343
VL - 7
SP - 22850
EP - 22860
JO - ACS Omega
JF - ACS Omega
IS - 26
ER -