bioRxivCell Biology
Multiparametric Platform for Profiling Lipid Trafficking in Human Leukocytes: Application for Hypercholesterolemia
S. G. Pfisterer, I. Brock, K. Kanerva, I. Hlushchenko, L. Paavolainen, P. Ripatti, M. M. Islam, A. Kyttala, M. D. Di Taranto, A. S. di Frega, G. Fortunato, J. Kuusisto, P. Horvath, S. Ripatti, M. Laakso, E. Ikonen
Abstract
Systematic insight into cellular dysfunctions can improve understanding of disease etiology, risk assessment and patient stratification. We present a multiparametric high-content imaging platform enabling quantification of low-density lipoprotein (LDL) uptake and lipid storage in cytoplasmic droplets of primary leukocyte subpopulations. We validated this platform with samples from 65 individuals with variable blood LDL-cholesterol (LDL-c) levels, including familial hypercholesterolemia (FH) and non-FH subjects. We integrated lipid storage data into a novel readout, lipid mobilization, measuring the efficiency with which cells deplete lipid reservoirs. Lipid mobilization correlated positively with LDL uptake and negatively with hypercholesterolemia and age, improving differentiation of individuals with normal and elevated LDL-c. Moreover, combination of cell-based readouts with a polygenic risk score for LDL-c explained hypercholesterolemia better than the genetic risk score alone. This platform provides functional insights into cellular lipid trafficking from a few mls of blood and is applicable to dissect metabolic disorders, such as hypercholesterolemia. MotivationWe have limited information on how cellular lipid uptake and processing differ between individuals and influence the development of metabolic diseases, such as hypercholesterolemia. Available assays are labor intensive, require skilled personnel and are difficult to scale to higher throughput, making it challenging to obtain systematic functional cell-based data from individuals. To overcome this problem, we established a scalable automated analysis pipeline enabling reliable quantification of multiple cellular readouts, including lipid uptake, storage and mobilization, from different white blood cell populations. This approach provides new personalized insights into the cellular basis of hypercholesterolemia and obesity. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=200 SRC="FIGDIR/small/440471v4_ufig1.gif" ALT="Figure 1"> View larger version (84K): org.highwire.dtl.DTLVardef@9222c1org.highwire.dtl.DTLVardef@27e289org.highwire.dtl.DTLVardef@89ba82org.highwire.dtl.DTLVardef@33c9cd_HPS_FORMAT_FIGEXP M_FIG C_FIG
- organism: human
- assay: imaging
- research focus: cell type annotation
- research focus: differential expression
- approach: microscopy & imaging analysis
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- The Lipid Droplet Knowledge Portal: A resource for systematic analyses of lipid droplet biology
Niklas Mejhert, Katlyn R. Gabriel, … Tobias C. Walther·Developmental CellPeer-reviewed·Feb 1, 2022
- Genome-scale CRISPR screening for modifiers of cellular LDL uptake
Brian T. Emmer, Emily J. Sherman, … David Ginsburg·PLoS GeneticsPeer-reviewed·Jan 29, 2021
- Agent-Based Modeling Predicts HDL-independent Pathway of Removal of Excess Surface Lipids from Very Low Density Lipoprotein
Yared Paalvast, Jan Albert Kuivenhoven, … Albert Kornelis Groen·AtherosclerosisPeer-reviewed·Aug 1, 2018
- Development of a novel HPTLC-based method for the simultaneous quantification of clinically relevant lipids from cells and tissue extracts
M. Pinault, C. Guimaraes, … P. G. Frank·bioRxiv·Sep 23, 2019
- The COPI coatomer influences LDL receptor activity, hepatic lipid storage, and apoB secretion
Grigorios Panteloglou, Jérôme Robert, … Arnold von Eckardstein·AtherosclerosisPeer-reviewed·Aug 25, 2026
- Population genomic screening leads to improved lipid management in patients with familial hypercholesterolemia
Matthew E. Levy, Kelly M. Schiabor Barrett, … Catherine A. Hajek·Circulation Genomic and Precision MedicinePeer-reviewed·Nov 5, 2025