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Single Amino Acid Variant Discovery in Small Numbers of Cells
Tan, Zhijing1; Yi, Xinpei2,3; Carruthers, Nicholas J.4; Stemmer, Paul M.4; Lubman, David M.1
2019
发表期刊JOURNAL OF PROTEOME RESEARCH
ISSN1535-3893
卷号18期号:1页码:417-425
摘要We have performed deep proteomic profiling down to as few as 9 Panc-1 cells using sample fractionation, TMT multiplexing, and a carrier/reference strategy. Off line fractionation of the TMT-labeled sample pooled with TMT-labeled carrier Panc-1 whole cell proteome was achieved using alkaline reversed phase spin columns. The fractionation in conjunction with the carrier/reference (C/R) proteome allowed us to detect 47414 unique peptides derived from 6261 proteins, which provided a sufficient coverage to search for single amino acid variants (SAAVs) related to cancer. This high sample coverage is essential in order to detect a significant number of SAAVs. In order to verify genuine SAAVs versus false SAAVs, we used the SAVControl pipeline and found a total of 79 SAAVs from the 9 -cell Panc-1 sample and 174 SAAVs from the 5000-cell Panc-1 C/R proteome. The SAAVs as sorted into high confidence and low confidence SAAVs were checked manually. All the high confidence SAAVs were found to be genuine SAAVs, while half of the low confidence SAAVs were found to be false SAAVs mainly related to PTMs. We identified several cancer-related SAAVs including KRAS, which is an important oncoprotein in pancreatic cancer. In addition, we were able to detect sites involved in loss or gain of glycosylation due to the enhanced coverage available in these experiments where we can detect both sites of loss and gain of glycosylation.
关键词small number of cells sample fractionation LC-MS/MS single amino acid variants (SAAVs) cancer related SAAVs
DOI10.1021/acs.jproteome.8b00694
语种英语
资助项目NIH[R01GM49500] ; NIH[P30 ES020957] ; NIH[P30 CA 022453] ; NIH[S10 OD010700]
WOS研究方向Biochemistry & Molecular Biology
WOS类目Biochemical Research Methods
WOS记录号WOS:000455285900038
出版者AMER CHEMICAL SOC
引用统计
文献类型期刊论文
条目标识符http://ir.amss.ac.cn/handle/2S8OKBNM/32161
专题中国科学院数学与系统科学研究院
通讯作者Stemmer, Paul M.; Lubman, David M.
作者单位1.Univ Michigan, Dept Surg, Ann Arbor, MI 48109 USA
2.Chinese Acad Sci, Acad Math & Syst Sci, RCSDS, NCMIS, Beijing 100190, Peoples R China
3.Univ Chinese Acad Sci, Sch Math Sci, Beijing 100049, Peoples R China
4.Wayne State Univ, Inst Environm Hlth Sci, Detroit, MI 48202 USA
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Tan, Zhijing,Yi, Xinpei,Carruthers, Nicholas J.,et al. Single Amino Acid Variant Discovery in Small Numbers of Cells[J]. JOURNAL OF PROTEOME RESEARCH,2019,18(1):417-425.
APA Tan, Zhijing,Yi, Xinpei,Carruthers, Nicholas J.,Stemmer, Paul M.,&Lubman, David M..(2019).Single Amino Acid Variant Discovery in Small Numbers of Cells.JOURNAL OF PROTEOME RESEARCH,18(1),417-425.
MLA Tan, Zhijing,et al."Single Amino Acid Variant Discovery in Small Numbers of Cells".JOURNAL OF PROTEOME RESEARCH 18.1(2019):417-425.
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