Intra-Individual Variation in Disease-Specific IgG Fc Glycoform Ratios to Monitor the Disease Progression of Lung Cancer.
Jinyu ZhouYuying DuZhizhen LaiTianjing ChenZhili LiPublished in: Journal of proteome research (2022)
Aberrant protein glycosylation is an active pathological alteration related to the progression of cancers. The speed of progression varies among individuals, increasing the difficulties of prognosis assessment. Hence, evaluating variation in glycosylation using patients themselves as their own controls is a potential way to reduce the impact of individual differences on progression monitoring. Here, following a longitudinal follow-up study involving 125 lung cancer (LC) patients with progressive disease, we isolated disease-specific IgG from serum using polyacrylamide gel electrophoresis, obtained IgG glycoform ratios using mass spectrometry, and then set a fold-change cutoff of 1.5 to utilize the intra-individual variation in IgG glycosylation to monitor PD. We found that the serial monitoring of 15 types of glycoform ratios provided an effective way for monitoring LC progression. Over 1.5-fold changes in glycoform ratios relative to the first observed value were detected in 117 of 125 LC patients (93.6%). Our established method predicted LC progression 55.8 (IQR 31.1-90.1) weeks earlier than imaging examination did. In summary, intra-individual variation in IgG glycoform ratios is useful to monitor LC progression, expanding our knowledge about the relationship between IgG glycosylation and cancer prognosis. The raw data files are available via the ProteomeXchange Consortium with the identifier PXD037541.
Keyphrases
- mass spectrometry
- end stage renal disease
- newly diagnosed
- simultaneous determination
- ejection fraction
- liquid chromatography
- chronic kidney disease
- high resolution
- multiple sclerosis
- healthcare
- peritoneal dialysis
- squamous cell carcinoma
- machine learning
- young adults
- electronic health record
- solid phase extraction
- high resolution mass spectrometry
- patient reported
- gestational age
- wound healing