TY - JOUR
T1 - Multiplexing Angiogenic Receptor Quantification via Quantum Dots
AU - Chen, Si
AU - Imoukhuede, P I
N1 - Funding Information:
This work was supported by grants from the National Science Foundation (Grants 1512598 and 1653925) and the American Heart Association (Grant 16SDG26940002). We would like to thank Dianwen Zhang in the Beckman Institute for Advanced Science and Technology for building the TIRF instrument, training, and support. We would also like to thank Dr. Barbara Pilas at the Roy J. Carver Biotechnology Center for her helpful assistance with the flow cytometry filters for Qdots and Thien Le at University of Illinois at Urbana−Champaign for the help with the heterogeneity analysis.
Publisher Copyright:
© 2019 American Chemical Society.
PY - 2019/6/18
Y1 - 2019/6/18
N2 - Clinical and biomedical research seeks single-cell quantification to better understand their roles in a complex, multicell environment. Recently, quantification of vascular endothelial growth factor receptors (VEGFRs) provided important insights into endothelial cell characteristics and response in tumor microenvironments. However, existing technologies for quantifying plasma membrane receptor tyrosine kinases (RTKs) lack multiplexing capabilities, limiting detailed characterization. Here, we use the unique spectral properties of quantum dots (Qdots) to optimize and dually quantify VEGFR1 and VEGFR2 on human umbilical vein endothelial cells (HUVECs). To enable this quantification, we reduce nonspecific binding between Qdot-conjugated antibodies and cells via buffer optimization. Second, we identify optimal labeling conditions by examining Qdot-conjugated antibody binding to five receptors: VEGFRs (VEGFR1 and VEGFR2), their coreceptor neuropilin1 (NRP1), and platelet-derived growth factor receptor (PDGFRα and PDGFRβ). We establish that 800-20 000 is the dynamic range where accurate Qdot-enabled quantification can be achieved. Through these optimizations, we demonstrate measurement of 1 100 VEGFR1 and 6 900 VEGFR2 per HUVEC. We induce ∼90% upregulation of VEGFR1 and ∼30% downregulation of VEGFR2 concentration via 24 h VEGF-A165 treatment. We observe no change in VEGFR1 or VEGFR2 concentration with 24 h VEGF-B167 treatment. We further apply Qdots to analyze HUVEC heterogeneity and observe that 24 h VEGF-A165 treatment induces a ∼15% decrease in VEGFR2 heterogeneity, but little to no change in VEGFR1 heterogeneity. We observe that VEGF-B167 induces little to no change in either VEGFR1 or VEGFR2 heterogeneity. Overall, we demonstrate experimental and analytical strategies for quantifying two or more RTKs at single-level using Qdots, which will help provide new insights into biological systems.
AB - Clinical and biomedical research seeks single-cell quantification to better understand their roles in a complex, multicell environment. Recently, quantification of vascular endothelial growth factor receptors (VEGFRs) provided important insights into endothelial cell characteristics and response in tumor microenvironments. However, existing technologies for quantifying plasma membrane receptor tyrosine kinases (RTKs) lack multiplexing capabilities, limiting detailed characterization. Here, we use the unique spectral properties of quantum dots (Qdots) to optimize and dually quantify VEGFR1 and VEGFR2 on human umbilical vein endothelial cells (HUVECs). To enable this quantification, we reduce nonspecific binding between Qdot-conjugated antibodies and cells via buffer optimization. Second, we identify optimal labeling conditions by examining Qdot-conjugated antibody binding to five receptors: VEGFRs (VEGFR1 and VEGFR2), their coreceptor neuropilin1 (NRP1), and platelet-derived growth factor receptor (PDGFRα and PDGFRβ). We establish that 800-20 000 is the dynamic range where accurate Qdot-enabled quantification can be achieved. Through these optimizations, we demonstrate measurement of 1 100 VEGFR1 and 6 900 VEGFR2 per HUVEC. We induce ∼90% upregulation of VEGFR1 and ∼30% downregulation of VEGFR2 concentration via 24 h VEGF-A165 treatment. We observe no change in VEGFR1 or VEGFR2 concentration with 24 h VEGF-B167 treatment. We further apply Qdots to analyze HUVEC heterogeneity and observe that 24 h VEGF-A165 treatment induces a ∼15% decrease in VEGFR2 heterogeneity, but little to no change in VEGFR1 heterogeneity. We observe that VEGF-B167 induces little to no change in either VEGFR1 or VEGFR2 heterogeneity. Overall, we demonstrate experimental and analytical strategies for quantifying two or more RTKs at single-level using Qdots, which will help provide new insights into biological systems.
KW - Antibodies, Immobilized/chemistry
KW - Down-Regulation/drug effects
KW - Human Umbilical Vein Endothelial Cells
KW - Humans
KW - Quantum Dots/chemistry
KW - Receptors, Platelet-Derived Growth Factor/analysis
KW - Vascular Endothelial Growth Factor A/pharmacology
KW - Vascular Endothelial Growth Factor Receptor-1/immunology
KW - Vascular Endothelial Growth Factor Receptor-2/immunology
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UR - http://www.scopus.com/inward/citedby.url?scp=85067049764&partnerID=8YFLogxK
U2 - 10.1021/acs.analchem.9b00238
DO - 10.1021/acs.analchem.9b00238
M3 - Article
C2 - 31088078
SN - 0003-2700
VL - 91
SP - 7603
EP - 7612
JO - Analytical chemistry
JF - Analytical chemistry
IS - 12
ER -