bioRxivBioinformaticsPreprint
Temporal variation in lymphocyte proteomics
Michaela A. McCown, Carolyn I. Allen, Daniel D. Machado, Hannah Boekweg, Yiran LiangiD, Andikan J. NwosuiD, Ryan KellyiD, Samuel PayneiD
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Abstract
Chronic Lymphocytic Leukemia (CLL) is a slow progressing disease, characterized by a long asymptomatic stage followed by a symptomatic stage during which patients receive treatment. While proteomic studies have discovered differential pathways in CLL, the proteomic evolution of CLL during the asymptomatic stage has not been studied. In this pilot study, we show that by using small sample sizes comprising ~145 cells, we can detect important features of CLL necessary for studying tumor evolution. Our small samples are collected at two time points and reveal large proteomic changes in healthy individuals over time. A meta-analysis of two CLL proteomic papers showed little commonality in differentially expressed proteins and demonstrates the need for larger control populations sampled over time. To account for proteomic variability between time points and individuals, large control populations sampled at multiple time points are necessary for understanding CLL progression. Data is available via ProteomeXchange with identifier PXD027429.
- organism: human
- assay: proteomics
- research focus: differential expression
- research focus: benchmarking
- research focus: database / resource
- approach: statistical model
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