Neural Network‐Enabled Multiparametric Impedance Signal Templating for High throughput Single‐Cell Deformability Cytometry Under Viscoelastic Extensional Flows DOI Creative Commons

Javad Jarmoshti,

Abdullah‐Bin Siddique,

Aditya Rane

и другие.

Small, Год журнала: 2024, Номер unknown

Опубликована: Окт. 22, 2024

Abstract Cellular biophysical metrics exhibit systematic alterations during processes, such as metastasis and immune cell activation, which can be used to identify separate live subpopulations for targeting drug screening. Image‐based cytometry under extensional flows accurately quantify deformability based on shape but needs extensive image reconstruction, limits its inline utilization activate sorting. Impedance measure these electric field screening, while frequency response offers functional information viability interior structure, are difficult discern by imaging. Furthermore, 1‐D temporal impedance signal trains characteristic shapes that rapidly templated in near real‐time extract single‐cell We present a multilayer perceptron neural network templating approach utilizes raw signals from cells flow, alongside training with corresponding derive net electrical anisotropy over wide ranges minimal errors size distributions. Deformability physiology applied conjunction the same multiparametric classification of pancreatic cancer versus associated fibroblasts using support vector machine model.

Язык: Английский

Evaluation of the probiotic, anti-bacterial, anti-biofilm, and safety properties of Lacticaseibacillus paracasei B31-2 DOI Creative Commons
Behrooz Alizadeh Behbahani, Hossein Jooyandeh, Morteza Taki

и другие.

LWT, Год журнала: 2024, Номер 207, С. 116676 - 116676

Опубликована: Авг. 26, 2024

Язык: Английский

Процитировано

11

Tutorial on impedance and dielectric spectroscopy for single-cell characterisation on microfluidic platforms: theory, practice, and recent advances DOI Creative Commons
Fatemeh Dadkhah Tehrani, Michael O’Toole, David J. Collins

и другие.

Lab on a Chip, Год журнала: 2025, Номер unknown

Опубликована: Янв. 1, 2025

Integration of low-frequency electrical impedance and broadband electromagnetic sensing with microfluidic devices enables high-throughput analysis cell size, membrane properties, intracellular characteristics.

Язык: Английский

Процитировано

1

Therapeutic approaches targeting aging and cellular senescence in Huntington's disease DOI Creative Commons
Asif Ahmad Bhat, Ehssan Moglad, Muhammad Afzal

и другие.

CNS Neuroscience & Therapeutics, Год журнала: 2024, Номер 30(10)

Опубликована: Окт. 1, 2024

Huntington's disease (HD) is a devastating neurodegenerative that manifested by gradual loss of physical, cognitive, and mental abilities. As the advances, age has major impact on pathogenic signature mutant huntingtin (mHTT) protein aggregation. This review aims to explore intricate relationship between aging, mHTT toxicity, cellular senescence in HD. Scientific data interplay mHTT, HD were collected from several academic databases, including PubMed, Google Scholar, Google, ScienceDirect. The search terms employed "AGING," "HUNTINGTON'S DISEASE," "MUTANT HUNTINGTIN," "CELLULAR SENESCENCE." Additionally, gather information molecular mechanisms potential therapeutic targets, was extended include relevant such as "DNA DAMAGE," "OXIDATIVE STRESS," "AUTOPHAGY." According research, aging leads worsening pathophysiology through some processes. result accumulation, promoted, which causes DNA damage, oxidative stress, decreased autophagy, increased inflammatory responses. Pro-inflammatory cytokines other substances are released senescent cells, may worsen neuronal damage course disease. It been shown treatments directed at these pathways reduce symptoms enhance longevity experimental animals, pointing new possibility treating condition. Through their amplification harmful effects play crucial roles development Comprehending interplays creates novel opportunities for measures targeted alleviating enhancing patients' quality life.

Язык: Английский

Процитировано

6

A rigid microfluidic chip for high-throughput fluorescence-activated cell sorting DOI Creative Commons
Zhen Cheng, Xiao Zhou, Miao Gu

и другие.

Sensors and Actuators Reports, Год журнала: 2024, Номер 7, С. 100196 - 100196

Опубликована: Апрель 25, 2024

Fluorescence-activated cell sorting (FACS) holds great promise for the separation of single cells or populations according to specific light scattering and fluorescent characteristics. Here, we present a new perspective on microfluidic FACS (μFACS) with predictable geometry, which meets requirements high-throughput analysis sorting. Instead widely applied elastic polydimethylsiloxane (PDMS), rigid epoxy resin chip was rapidly fabricated irreversibly encapsulated eliminate channel deformation (tenfold reduction) enhance performance while meeting high pressure (>600 kPa) flow rate application scenarios. Fluorescence discrimination particle differentiation were additionally validated in self-contained μFACS system using calibration microspheres mammalian cells. The integrally optimized achieve minimum interval (0.58 ms) mean 1.5 m/s. Ultimately, event recording automated accomplished real time achieving efficiency 87 % at throughput 8,000 events/s. This μFACS, is independent physical properties could pave way screening plasma samples personalized medicine.

Язык: Английский

Процитировано

4

Three-dimensional inertial focusing based impedance cytometer enabling high-accuracy characterization of electrical properties of tumor cells DOI

Chen Ni,

Mingqi Yang,

Shuai Yang

и другие.

Lab on a Chip, Год журнала: 2024, Номер 24(18), С. 4333 - 4343

Опубликована: Янв. 1, 2024

The differences in the cross-sectional positions of cells detection area have a severe negative impact on achieving accurate characterization impedance spectra cells. Herein, we proposed three-dimensional (3D) inertial focusing based cytometer integrating sheath fluid compression and for high-accuracy electrical identification tumor First, studied effects particle initial position focusing. Then, relationship height signal-to-noise ratio (SNR) signal was explored. results showed that efficient single-line 7-20 μm particles close to electrodes achieved signals with high SNR low coefficient variation (CV) were obtained. Finally, properties three types (A549, MDA-MB-231, UM-UC-3 cells) accurately characterized. Machine learning algorithms implemented identify amplitude phase opacities at multiple frequencies. Compared traditional two-dimensional (2D) focusing, accuracy A549, using our 3D increased by 57.5%, 36.4% 36.6%, respectively. enables wide size range without causing clogging obtains signals, improving applicability different complex biological samples cell accuracy.

Язык: Английский

Процитировано

4

WTAP Promotes Atherosclerosis by Inducing Macrophage Pyroptosis and M1 Polarization through Upregulating NLRP3 DOI
Xing Luo, Chaogui He, Bo Yang

и другие.

Applied Biochemistry and Biotechnology, Год журнала: 2025, Номер unknown

Опубликована: Янв. 2, 2025

Язык: Английский

Процитировано

0

Evaluation of efficacy of GCSF in reducing neutropenia among carcinoma patients undergoing anti-cancer chemotherapy. A prospective cohort study DOI Creative Commons

Muhammad Hayat Kakar,

Sami Ullah, Amjad Khan

и другие.

PLoS ONE, Год журнала: 2025, Номер 20(1), С. e0315435 - e0315435

Опубликована: Янв. 2, 2025

The use of granulocyte colony-stimulating factor (GCSF) to control febrile neutropenia (FN) caused by anti-cancer chemotherapy is well documented but it still needs evaluated with respect the specific type cancer and chemotherapeutic agents. present study evaluates efficacy adjunctive GCSF for treating FN after taking anticancer therapy measuring clinical, hematological microbiological outcomes. It a single center conducted at Hayatabad Medical Complex (HMC), Peshawar, Pakistan. Adult patients both genders, suffering from different types sarcomas were included in study. was between January 2023 2024. Baseline data including demographic data, medication history evaluation all recorded time enrolment. Primary outcomes extent absolute neutrophil count (ANC) recovery, duration severity (grade IV), period fever resolution. After (with without GCSF) clinical outcomes, compared evaluated. All statistically analyzed SPSS (IBMS, version 20). A total number 120 investigated out which 109 included. Out patients, 64 (58.72%) received therapy, 45 (41.28%) did not receive GCSF. Comparison showed that receiving had significant improvement ANC recovery time, better free infections. This concluded benefits undergoing treatment carcinoma.

Язык: Английский

Процитировано

0

Application of bioelectrical impedance detection techniques: cells and tissues DOI
Jianming Wen,

Pengjie Wu,

Jianping Li

и другие.

Biosensors and Bioelectronics, Год журнала: 2025, Номер 273, С. 117159 - 117159

Опубликована: Янв. 11, 2025

Язык: Английский

Процитировано

0

Layered Growth of 3D Snowflake Subject to Membrane Effect and More than One Nucleation Center by Means of Cellular Automata DOI Creative Commons
César Renán Acosta,

Irma Martín,

Gabriela Rivadeneyra

и другие.

Mathematics, Год журнала: 2025, Номер 13(3), С. 433 - 433

Опубликована: Янв. 28, 2025

In this work, it is taken into account that in nature, due to pressure and temperature, water drops general are either spherical or ellipsoidal. Thus, starting from a more structure, 3D elliptical surface (oblate spheroid) constructed, which, by means of parameters, can be turned shape. Hexagons built on rectangular horizontal plane, then plane passed through an at height h, which determined parameter θ. As result the cutting these surfaces, curve obtained, both ellipsoidal; if hexagons within perimeter ellipse obtained as function θ, they marked with N, outside perimeter, E. Several frozen nucleation centers established, same layer different planes, marking them F their first eight neighbors B. The calculations based modified snowflake model carried out tile layer, governed thermodynamic factors α, β, γ, leading results depend position nucleator, symmetrical asymmetrical for than one center external formed vapor functions membrane.

Язык: Английский

Процитировано

0

Glass electrospray for in situ detection of living cells by mass spectrometry DOI

Xiyang Ge,

Xiner Xing,

Xiaoni Wang

и другие.

Chemical Communications, Год журнала: 2025, Номер unknown

Опубликована: Янв. 1, 2025

A platform of glass electrospray coupled with mass spectrometry is developed to rapidly detect living cells cultured on slides.

Язык: Английский

Процитировано

0