Evidence map›Paper›PMID 37495652›Full record

ArticleScientific reports2023

A novel, low-cost microfluidic device with an integrated filter for rapid, ultrasensitive, and high-throughput bioburden detection.

Md Sadique Hasan, Chad Sundberg, Michael Tolosa, Abhay Andar, Xudong Ge, Yordan Kostov, Govind Rao

Erratum issuedOpen access · goldAbstract read
In one paragraph

Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.4field-weighted citation impact, top 43% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 4 citations in OpenAlex.

  1. Functional Liver Cell-Based Platforms in Biomedical Research.Pharmacology research & perspectives · 2025
    Review
  2. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors at 2 institutions in 1 country.

Md Sadique HasanCenter for Advanced Sensor Technology, University of Maryland Baltimore County, Baltimore, MD, 21250, USA.
Chad SundbergCenter for Advanced Sensor Technology, University of Maryland Baltimore County, Baltimore, MD, 21250, USA.
Michael TolosaCenter for Advanced Sensor Technology, University of Maryland Baltimore County, Baltimore, MD, 21250, USA.
Abhay AndarChampions Oncology Inc, 855 N Wolfe St, Baltimore, MD, 21205, USA.
Xudong GeCenter for Advanced Sensor Technology, University of Maryland Baltimore County, Baltimore, MD, 21250, USA.
Yordan KostovCenter for Advanced Sensor Technology, University of Maryland Baltimore County, Baltimore, MD, 21250, USA.
Govind RaoCenter for Advanced Sensor Technology, University of Maryland Baltimore County, Baltimore, MD, 21250, USA. grao@umbc.edu.
University of Maryland, Baltimore County · USChampions Oncology (United States) · US

Funding

FDA HHS BAA 75F40119C10132
6 · The paper itself

Abstract

Rapid and accurate bioburden detection has become increasingly necessary for food, health, pharmaceutical and environmental applications. To detect bioburden accurately, and in a highly sensitive manner, we have fabricated a novel microfluidic device with an integrated filter to trap the cells. Bioburden is detected on the filter paper in situ using the redox reaction of fluorescent label resorufin and a portable multichannel fluorometer is used for fluorescence measurement. The microfluidic device was fabricated in a facile, low-cost, and rapid way with microwave-induced thermally assisted bonding. To characterize the bonding quality of the microfluidic cassettes, different tests were performed, and the filter paper material and size were optimized. Primary Bacillus subtilis culture bacterial samples were filtered through the device to validate and investigate the performance parameters. Our results show that a limit of detection (LOD) of 0.037 CFU/mL can be achieved through this microfluidic device whereas the LOD in a normal microfluidic cassette in the fluorometer and the golden standard spectrophotometer are 0.378 and 0.128 CFU/mL respectively. The results depict that three to ten times LOD improvement is possible through this microfluidic cassette and more sensitive detection is possible depending on the volume filtered within a rapid 3 min. This novel microfluidic device along with the fluorometer can be used as a rapid portable tool for highly sensitive, accurate and high-throughput bacterial detection for different applications.

Indexed as

Microfluidic Analytical TechniquesLab-On-A-Chip DevicesLimit of DetectionMicrofluidics

Identifiers

PMID37495652
PMCPMC10372024
OpenAlexW4385276991

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.