Evidence map›Paper›PMID 41440245›Full record

ReviewBiosensors2025

From Aerosol to Signal: Advances in Biosensor Technologies for Airborne Biothreat Detection.

Samuel De Penning, Md Sadiqul Islam, Kawkab Ahasan, Todd A Kingston, Pranav Shrotriya

Abstract readReview
In one paragraph

Review in Biosensors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Samuel De PenningCenter for Multiphase Flow Research and Education, Department of Mechanical Engineering, Iowa State University, Ames, IA 50011, USA.ORCID 0009-0003-2309-5380
Md Sadiqul IslamCenter for Multiphase Flow Research and Education, Department of Mechanical Engineering, Iowa State University, Ames, IA 50011, USA.ORCID 0000-0002-2120-960X
Kawkab AhasanCenter for Multiphase Flow Research and Education, Department of Mechanical Engineering, Iowa State University, Ames, IA 50011, USA.ORCID 0009-0007-5236-8738
Todd A KingstonCenter for Multiphase Flow Research and Education, Department of Mechanical Engineering, Iowa State University, Ames, IA 50011, USA.ORCID 0000-0003-4981-4884
Pranav ShrotriyaCenter for Multiphase Flow Research and Education, Department of Mechanical Engineering, Iowa State University, Ames, IA 50011, USA.ORCID 0000-0001-9263-4892

Funding

United States Department of Homeland Security 20CWDARI00033
6 · The paper itself

Abstract

The growing threat of airborne biological agents necessitates rapid, sensitive, and portable detection systems to mitigate risks to public health and national security. We present a comprehensive overview of biosensor technologies developed for airborne biothreat detection, with a focus on aptamer-based electrochemical sensors. These sensors offer key advantages in portability, chemical stability, and adaptability for multiplexed detection in field settings. The urgency for real-time surveillance tools capable of identifying viral, bacterial, and toxin-based agents is discussed, particularly in the context of biodefense. Aerosolized particle capture strategies are reviewed, focusing on microfluidics for micron-sized particles and condensation-based systems for submicron-sized particles, which are preferred for their small-volume operation and seamless integration with biosensors. Key biosensor components are described, including recognition elements-such as aptamers-and transduction mechanisms like electrochemical impedance spectroscopy. EIS is highlighted for its label-free, miniaturizable, and real-time readout capabilities, making it well-suited for portable biosensors. Advances in sensing strategies for both viral and bacterial targets are explored, featuring innovations in nanoporous membrane platforms, nanomaterials, and multiplexed assay formats. Recent developments demonstrate improved sensitivity through nanopore-based signal amplification and enhanced selectivity using engineered aptamer libraries. The review concludes by addressing current limitations, including environmental stability, system integration, and the need for validation with complex real-world samples. Future directions point toward the development of fully integrated, field-deployable biosensing platforms that combine effective aerosol capture with robust and selective biosensing technologies.

Indexed as

Air MicrobiologyBiosensing TechniquesAerosolsAptamers, NucleotideElectrochemical TechniquesHumansAerosolsAptamers, Nucleotideairborne particle captureaptasensorsbiothreat detectioncondensation-based growthelectrochemical biosensormicrofluidics

Identifiers

PMID41440245
PMCPMC12730217

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.