Inertial Multi‐Force Deformability Cytometry for High‐Throughput, High‐Accuracy, and High‐Applicability Tumor Cell Mechanotyping DOI
Chen Yao,

Chen Ni,

Lin Jiang

et al.

Small, Journal Year: 2023, Volume and Issue: 20(7)

Published: Oct. 3, 2023

Abstract Previous on‐chip technologies for characterizing the cellular mechanical properties often suffer from a low throughput and limited sensitivity. Herein, an inertial multi‐force deformability cytometry (IMFDC) is developed high‐throughput, high‐accuracy, high‐applicability tumor cell mechanotyping. Three different deformations, including shear deformations stretch under forces, are integrated with IMFDC. The 3D focusing of cells enables to deform by identical fluid flow, 10 parameters, such as area, perimeter, deformability, roundness, rectangle obtained in three deformations. IMFDC able evaluate that sensitive forces on single chip, demonstrating high applicability analyzing lines. In identifying types, exhibit responses sizes deformability. A discrimination accuracy ≈93% both MDA‐MB‐231 MCF‐10A ≈500 s −1 can be achieved using multiple‐parameters‐based machine learning model. Finally, metastatic pleural peritoneal effusions characterized, enabling practical application clinical cancer diagnosis.

Language: Английский

Critical review of single-cell mechanotyping approaches for biomedical applications DOI

Max Chapman,

Vijay Rajagopal, Alastair G. Stewart

et al.

Lab on a Chip, Journal Year: 2024, Volume and Issue: 24(12), P. 3036 - 3063

Published: Jan. 1, 2024

Current approaches for mechanical measurements of single cells compromise between fidelity and throughput. Development non-contact technologies optimized theoretical modelling will advance characterisation large cell populations.

Language: Английский

Citations

6

Physical properties-based microparticle sorting at submicron resolution using a tunable acoustofluidic device DOI
Peixian Li, Jianwei Zhong, Ning Liu

et al.

Sensors and Actuators B Chemical, Journal Year: 2021, Volume and Issue: 344, P. 130203 - 130203

Published: May 29, 2021

Language: Английский

Citations

28

Accurate profiling of blood components in microliter with position-insensitive coplanar electrodes-based cytometry DOI
Jianwei Zhong, Qiang Tang, Minhui Liang

et al.

Sensors and Actuators B Chemical, Journal Year: 2022, Volume and Issue: 367, P. 132068 - 132068

Published: May 21, 2022

Language: Английский

Citations

20

Machine learning empowered multi-stress level electromechanical phenotyping for high-dimensional single cell analysis DOI
Minhui Liang, Qiang Tang, Jianwei Zhong

et al.

Biosensors and Bioelectronics, Journal Year: 2023, Volume and Issue: 225, P. 115086 - 115086

Published: Jan. 19, 2023

Language: Английский

Citations

13

Performance-enhanced clogging-free viscous sheath constriction impedance flow cytometry DOI

Junwen Zhu,

Yongxiang Feng, Huichao Chai

et al.

Lab on a Chip, Journal Year: 2023, Volume and Issue: 23(11), P. 2531 - 2539

Published: Jan. 1, 2023

As a label-free and high-throughput single cell analysis platform, impedance flow cytometry (IFC) suffers from clogging caused by narrow microchannel as mechanical constriction (MC). Current sheath (SC) solutions lack systematic evaluation of the performance proper guidelines for fluid. Herein, we hypothesize that viscosity non-conductive liquid is key to SC, propose employ viscous in SC unlock tradeoff between sensitivity throughput, while ensuring measurement accuracy. By placing MC series same microfluidic chip, established an platform prove hypothesis. Through modeling experiments, confirmed accuracy (error < 1.60% ± 4.71%) w.r.t. MC, demonstrated PEG solution achieved improved (7.92×) signal-to-noise ratio (1.42×) measurement, with maintained free clogging. Viscous IFC also shows satisfactory ability distinguish different types cancer cells subtypes human breast cells. It envisioned paves way be really usable practice clogging-free, accurate, sensitive performance.

Language: Английский

Citations

12

Sensitivity improvement by Langmuir film formation on a spectroelectrochemical fiber-optic sensor surface DOI

Takamichi Yamamoto,

Tatsuya Orii,

Takuya Okazaki

et al.

Analytical Methods, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 1, 2025

This study presents a novel spectroelectrochemical fiber-optic sensor method utilizing surfactant-induced electrostatic films to enhance sensitivity and efficiency in detecting dyes sulfide ion for environmental monitoring.

Language: Английский

Citations

0

Fibrosis Drug Efficacy Assessment Based on Microfluidic Mechanical Property Evaluation of Spheroid Models DOI Open Access

B.H. Kim,

Jeong Yeon Kim, Hye Won Kim

et al.

Advanced Healthcare Materials, Journal Year: 2025, Volume and Issue: unknown

Published: March 16, 2025

Abstract Fibrotic diseases, such as pulmonary fibrosis, pose significant challenges in both research and treatment. To address the limitations of existing systems, a novel collision‐based spheroid mechanical property assessment system is developed. The utilizes inertial fluid dynamics to induce controlled collisions through uniformly sized spheroids, allowing strain be measured via high‐speed cameras. In this study, first validated using HEK293T spheroids optimize flow velocity, followed by an analysis deformability differences between two cell types related fibrosis (Calu‐1 MRC‐5). A co‐culture model comprising lung cells, endothelial fibroblast different rations further developed, depending on composition observed. Finally, are treated with TGF‐β1(Transforming Growth Factor‐β1), factor known activate cells excessive extra cellular matrix (ECM) accumulation, Nintedanib, anti‐fibrotic drug, assess changes properties. These results effectively reflect properties driven cell‐cell cell‐ECM interactions highlight correlation mechanics progression fibrotic disease. This not only contributes deeper understanding but also serves powerful platform for accelerating development therapies.

Language: Английский

Citations

0

Viscoelastic microfluidics: fundamentals, technological development and applications DOI Creative Commons

Xiaoyue Kang,

Haotian Cha, Nam‐Trung Nguyen

et al.

TrAC Trends in Analytical Chemistry, Journal Year: 2025, Volume and Issue: unknown, P. 118240 - 118240

Published: March 1, 2025

Citations

0

Effective Intracellular Delivery of mRNA by Progressive Cell Deformation in Viscoelastic Microfluidics DOI
Qiang Zhao, Minhui Liang, Ye Ai

et al.

Sensors and Actuators B Chemical, Journal Year: 2025, Volume and Issue: unknown, P. 137953 - 137953

Published: May 1, 2025

Language: Английский

Citations

0

Magnetically Actuated Hydrogel Stamping-Assisted Cellular Mechanical Analyzer for Stored Blood Quality Detection DOI
Le Yu, Longfei Chen, Yantong Liu

et al.

ACS Sensors, Journal Year: 2023, Volume and Issue: 8(3), P. 1183 - 1191

Published: March 3, 2023

Cellular mechanical property analysis reflecting the physiological and pathological states of cells plays a crucial role in assessing quality stored blood. However, its complex equipment needs, operation difficulty, clogging issues hinder automated rapid biomechanical testing. Here, we propose promising biosensor assisted by magnetically actuated hydrogel stamping to fulfill it. The flexible magnetic actuator triggers collective deformation multiple light-cured hydrogel, it allows for on-demand bioforce stimulation with advantages portability, cost-effectiveness, simplicity operation. manipulated cell processes are captured integrated miniaturized optical imaging system, cellular parameters extracted from images real-time intelligent sensing. In this work, 30 clinical blood samples different storage durations (<14 days >14 days) were tested. A deviation 3.3% differentiation system compared physician annotation demonstrated feasibility. This should broaden application assays diverse settings.

Language: Английский

Citations

9