High throughput biophysical profiling of neutrophils using microfluidics impedance cytometry

The study of biophysical cell properties including mechanical and electrical characteristics of different cell components in diseases has paved the way for novel avenues in pathology investigation and clinical diagnostics. Conventional biomechanical and electrophysiology techniques are unsuitable fo...

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Main Author: Thannirmalai, Arunachalam
Other Authors: Hou Han Wei
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/177898
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1778982024-06-03T08:09:01Z High throughput biophysical profiling of neutrophils using microfluidics impedance cytometry Thannirmalai, Arunachalam Hou Han Wei School of Mechanical and Aerospace Engineering hwhou@ntu.edu.sg Engineering Medicine, Health and Life Sciences Impedance cytometry Neutrophils Microfluidics Disease diagnostics The study of biophysical cell properties including mechanical and electrical characteristics of different cell components in diseases has paved the way for novel avenues in pathology investigation and clinical diagnostics. Conventional biomechanical and electrophysiology techniques are unsuitable for clinical applications as they are labour-intensive and require large sample volumes. To address these challenges, our group has previously developed a novel high-throughput (~3000 cells per minute) label-free microfluidics impedance cytometry to measure single-cell electrical and mechanical properties based on multi-frequencies (0.3 to 12 MHz) impedance measurements. The aim of this project was to evaluate this novel technique’s application for risk stratification of cardiovascular diseases (CVDs) in type 2 diabetes mellitus using neutrophils, a key effector cell of the innate immunity, isolated from whole blood. Healthy neutrophils were treated in vitro with high glucose (30 mM), oxidized lipoproteins (oxLDL) and inflammatory cytokines (TNF-α) to assess their biophysical changes based on impedance signatures. Next, whole blood was treated with platelet agonist (TRAP-6) to stimulate the formation of neutrophil-platelet aggregates (NPAs) and monocyte-platelet aggregates (MPAs) which are pathological markers in atherosclerosis. Using an unsupervised dimensional reduction technique namely Uniform Manifold Approximation and Projection (UMAP), label-free quantification of cell aggregates based on their biophysical properties measured utilising impedance cytometry was demonstrated, which showed good correlation with antibodies-based flow cytometry analysis. Overall, the microfluidic impedance cytometry device showed great potential in accurately measuring single-cell biophysical properties at high throughputs, and further in vivo and clinical verifications are recommended for future works. Bachelor's degree 2024-06-03T08:09:01Z 2024-06-03T08:09:01Z 2024 Final Year Project (FYP) Thannirmalai, A. (2024). High throughput biophysical profiling of neutrophils using microfluidics impedance cytometry. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/177898 https://hdl.handle.net/10356/177898 en A049 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering
Medicine, Health and Life Sciences
Impedance cytometry
Neutrophils
Microfluidics
Disease diagnostics
spellingShingle Engineering
Medicine, Health and Life Sciences
Impedance cytometry
Neutrophils
Microfluidics
Disease diagnostics
Thannirmalai, Arunachalam
High throughput biophysical profiling of neutrophils using microfluidics impedance cytometry
description The study of biophysical cell properties including mechanical and electrical characteristics of different cell components in diseases has paved the way for novel avenues in pathology investigation and clinical diagnostics. Conventional biomechanical and electrophysiology techniques are unsuitable for clinical applications as they are labour-intensive and require large sample volumes. To address these challenges, our group has previously developed a novel high-throughput (~3000 cells per minute) label-free microfluidics impedance cytometry to measure single-cell electrical and mechanical properties based on multi-frequencies (0.3 to 12 MHz) impedance measurements. The aim of this project was to evaluate this novel technique’s application for risk stratification of cardiovascular diseases (CVDs) in type 2 diabetes mellitus using neutrophils, a key effector cell of the innate immunity, isolated from whole blood. Healthy neutrophils were treated in vitro with high glucose (30 mM), oxidized lipoproteins (oxLDL) and inflammatory cytokines (TNF-α) to assess their biophysical changes based on impedance signatures. Next, whole blood was treated with platelet agonist (TRAP-6) to stimulate the formation of neutrophil-platelet aggregates (NPAs) and monocyte-platelet aggregates (MPAs) which are pathological markers in atherosclerosis. Using an unsupervised dimensional reduction technique namely Uniform Manifold Approximation and Projection (UMAP), label-free quantification of cell aggregates based on their biophysical properties measured utilising impedance cytometry was demonstrated, which showed good correlation with antibodies-based flow cytometry analysis. Overall, the microfluidic impedance cytometry device showed great potential in accurately measuring single-cell biophysical properties at high throughputs, and further in vivo and clinical verifications are recommended for future works.
author2 Hou Han Wei
author_facet Hou Han Wei
Thannirmalai, Arunachalam
format Final Year Project
author Thannirmalai, Arunachalam
author_sort Thannirmalai, Arunachalam
title High throughput biophysical profiling of neutrophils using microfluidics impedance cytometry
title_short High throughput biophysical profiling of neutrophils using microfluidics impedance cytometry
title_full High throughput biophysical profiling of neutrophils using microfluidics impedance cytometry
title_fullStr High throughput biophysical profiling of neutrophils using microfluidics impedance cytometry
title_full_unstemmed High throughput biophysical profiling of neutrophils using microfluidics impedance cytometry
title_sort high throughput biophysical profiling of neutrophils using microfluidics impedance cytometry
publisher Nanyang Technological University
publishDate 2024
url https://hdl.handle.net/10356/177898
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