Direct analysis of aberrant glycosylation on haptoglobin in patients with gastric cancer

Jae Han Kim, Sung Hyeon Lee, Sookyung Choi, Unyong Kim, In Seok Yeo, Su Hee Kim, Myung Jin Oh, Hantae Moon, Jua Lee, Seunghyup Jeong, Min Gew Choi, Jun Ho Lee, Tae Sung Sohn, Jae Moon Bae, Sung Kim, Yang Won Min, Hyuk Lee, Jun Haeng Lee, Poong Lyul Rhee, Jae J. KimSu Jin Lee, Seung Tae Kim, Jeeyun Lee, Se Hoon Park, Joon Oh Park, Young Suk Park, Ho Yeong Lim, Won Ki Kang, Hyun Joo An, Jung Hoe Kim

Research output: Contribution to journalArticlepeer-review

21 Scopus citations


Based on our previous studies, differential analysis of N-glycan expression bound on serum haptoglobin reveals the quantitative variation on gastric cancer patients. In this prospective case-control study, we explore the clinically relevant glycan markers for gastric cancer diagnosis. Serum samples were collected from patients with gastric cancer (n = 44) and healthy control (n = 44). N-glycans alteration was monitored by intact analysis of Hp using liquid chromatography-mass spectrometry followed by immunoaffinity purification with the serum samples. Intensity and frequency markers were defined depending on the mass spectrometry data analysis. Multiple markers were found with high diagnostic efficacy. As intensity markers (I-marker), six markers were discovered with the AUC > 0.8. The high efficiency markers exhibited AUC of 0.93 with a specificity of 86% when the sensitivity was set to 95%. We additionally established frequency marker (f-marker) panels based on the tendency of high N-glycan expression. The AUC to conclude patients and control group were 0.82 and 0.79, respectively. This study suggested that N-glycan variation of serum haptoglobin were associated with patients with gastric cancer and might be a promising marker for the cancer screening.

Original languageEnglish
Pages (from-to)11094-11104
Number of pages11
Issue number7
StatePublished - 2017


  • Biomarker
  • Glycoprotein
  • Haptoglobin
  • N-glycan
  • Stomach neoplasm


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