MASS-SPECTROMETRY;
R PACKAGE;
VISUALIZATION;
BIOMARKER;
D O I:
10.1016/j.mcpro.2023.100592
中图分类号:
Q5 [生物化学];
学科分类号:
071010 ;
081704 ;
摘要:
The need for a clinically accessible method with the ability to match protein activity within heterogeneous tissues is currently unmet by existing technologies. Our proteomics sample preparation platform, named microPOTS (Microdroplet Processing in One pot for Trace Samples), can be used to measure relative protein abundance in micronscale samples alongside the spatial location of each measurement, thereby tying biologically interesting proteins and pathways to distinct regions. However, given the smaller pixel/voxel number and amount of tissue measured, standard mass spectrometric analysis pipelines have proven inadequate. Here we describe how existing computational approaches can be adapted to focus on the specific biological questions asked in spatial proteomics experiments. We apply this approach to present an unbiased characterization of the human islet microenvironment comprising the entire complex array of cell types involved while maintaining spatial information and the degree of the islet's sphere of influence. We identify specific functional activity unique to the pancreatic islet cells and demonstrate how far their signature can be detected in the adjacent tissue. Our results show that we can distinguish pancreatic islet cells from the neighboring exocrine tissue environment, recapitulate known biological functions of islet cells, and identify a spatial gradient in the expression of RNA processing proteins within the islet microenvironment.
机构:
Univ Iowa, Dept Anat & Cell Biol, Iowa City, IA 52242 USA
Univ Iowa, Dept Biomed Engn, Iowa City, IA 52242 USAUniv Iowa, Dept Anat & Cell Biol, Iowa City, IA 52242 USA
Rotti, Pavana G.
Evans, Idil A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Iowa, Dept Anat & Cell Biol, Iowa City, IA 52242 USAUniv Iowa, Dept Anat & Cell Biol, Iowa City, IA 52242 USA
Evans, Idil A.
Zhang, Yulong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Iowa, Dept Anat & Cell Biol, Iowa City, IA 52242 USAUniv Iowa, Dept Anat & Cell Biol, Iowa City, IA 52242 USA
Zhang, Yulong
Liang, Bo
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h-index: 0
机构:
Univ Iowa, Dept Anat & Cell Biol, Iowa City, IA 52242 USAUniv Iowa, Dept Anat & Cell Biol, Iowa City, IA 52242 USA
Liang, Bo
论文数: 引用数:
h-index:
机构:
Cunicelli, Nathan
O'Malley, Yunxia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Iowa, Stead Family Dept Pediat, Iowa City, IA USAUniv Iowa, Dept Anat & Cell Biol, Iowa City, IA 52242 USA
O'Malley, Yunxia
Norris, Andrew W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Iowa, Stead Family Dept Pediat, Iowa City, IA USA
Roy J & Lucille A Carver Coll Med, Fraternal Order Eagles Diabet Res Ctr, Iowa City, IA 52242 USAUniv Iowa, Dept Anat & Cell Biol, Iowa City, IA 52242 USA
Norris, Andrew W.
Uc, Aliye
论文数: 0引用数: 0
h-index: 0
机构:
Univ Iowa, Stead Family Dept Pediat, Iowa City, IA USA
Univ Iowa, Dept Radiat Oncol, Iowa City, IA USA
Roy J & Lucille A Carver Coll Med, Fraternal Order Eagles Diabet Res Ctr, Iowa City, IA 52242 USAUniv Iowa, Dept Anat & Cell Biol, Iowa City, IA 52242 USA
Uc, Aliye
Engelhardt, John F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Iowa, Dept Anat & Cell Biol, Iowa City, IA 52242 USA
Univ Iowa, Dept Biomed Engn, Iowa City, IA 52242 USA
Roy J & Lucille A Carver Coll Med, Fraternal Order Eagles Diabet Res Ctr, Iowa City, IA 52242 USAUniv Iowa, Dept Anat & Cell Biol, Iowa City, IA 52242 USA