0
Article Tier 2 Sign in to save

High-speed microparticle isolation unlimited by Poisson statistics

Lab on a Chip 2019 29 citations

AI summary Read the abstract

This study presents a new method for high-speed isolation of microparticles — including microplastics — that overcomes limitations imposed by Poisson statistics in conventional sorting systems. The advance could improve high-throughput detection and removal of microplastics in water and other media.

High-speed isolation of microparticles (e.g., microplastics, heavy metal particles, microbes, cells) from heterogeneous populations is the key element of high-throughput sorting instruments for chemical, biological, industrial and medical applications. Unfortunately, the performance of continuous microparticle isolation or so-called sorting is fundamentally limited by the trade-off between throughput, purity, and yield. For example, at a given throughput, high-purity sorting needs to sacrifice yield, or vice versa. This is due to Poisson statistics of events (i.e., microparticles, microparticle clusters, microparticle debris) in which the interval between successive events is stochastic and can be very short. Here we demonstrate an on-chip microparticle sorter with an ultrashort switching window in both time (10 μs) and space (10 μm) at a high flow speed of 1 m s-1, thereby overcoming the Poisson trade-off. This is made possible by using femtosecond laser pulses that can produce highly localized transient cavitation bubbles in a microchannel to kick target microparticles from an acoustically focused, densely aligned, bumper-to-bumper stream of microparticles. Our method is important for rare-microparticle sorting applications where both high purity and high yield are required to avoid missing rare microparticles.

More Papers Like This

Article Tier 2

How to establish detection limits for environmental microplastics analysis

AI summary Read the abstract

This paper demonstrates that standard detection limit methods are inappropriate for microplastic count data because particle counts follow a Poisson distribution rather than a continuous distribution, and proposes a statistically appropriate alternative framework for environmental microplastic analysis.

Article

Large Sample Volumes Improve Detection Reliability of Sparse Particles in Water: A Poisson Sampling Perspective

AI summary Read the abstract

This study examined microplastic accumulation in deep-sea holothurians (sea cucumbers), analyzing plastic particle types and loads in digestive tissues from abyssal specimens. The findings demonstrate that microplastic contamination has reached some of the deepest ocean environments through ingestion by benthic organisms.

Article

Large Sample Volumes Improve Detection Reliability of Sparse Particles in Water: A Poisson Sampling Perspective

AI summary Read the abstract

This study investigated the role of quorum sensing in plastisphere microbial communities, examining how bacteria on microplastic surfaces coordinate behavior through chemical signaling. The findings suggest that plastic surfaces may promote quorum sensing and associated collective behaviors including biofilm formation and potential virulence.

Article Tier 2

A novel high-throughput analytical method to quantify microplastics in water by flow cytometry

AI summary Read the abstract

Researchers developed a faster, high-throughput method using flow cytometry — a technology that rapidly counts and characterizes particles in liquid — to measure microplastics in water, achieving about 97% accuracy across multiple plastic types and sizes and offering a practical alternative to slow, labor-intensive microscopy-based counting.

Article Tier 2

Review: Impact of microfluidic cell and particle separation techniques on microplastic removal strategies

AI summary Read the abstract

Researchers reviewed how microfluidic technology — the same miniaturized tools used in medical diagnostics to sort cells — could be adapted to separate and recover microplastics from water, offering a more precise and scalable alternative to conventional filtration methods used in wastewater treatment.

Research digests by email

When a large batch of papers lands in the Atlas, we read through it and send a short write-up of what stood out.

Email me about

Share this paper