Evidence map›Paper›PMID 41844588›Full record

ArticleMicrosystems & nanoengineering2026

Precise detection of single particles and bio-sensing applications on quartz crystal microbalance using non-linear resonance behavior.

Jaehyun Kim, Yugyeong Je, Sung Hyun Kim, Dong Hoon Shin, Sang Wook Lee

Abstract read
In one paragraph

Article in Microsystems & nanoengineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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.

Jaehyun KimDepartment of Physics, Ewha Womans University, Seoul, 03760, Republic of Korea.ORCID http://orcid.org/0000-0002-9472-1778
Yugyeong JeDepartment of Physics, Ewha Womans University, Seoul, 03760, Republic of Korea.
Sung Hyun KimDepartment of Physics, Ewha Womans University, Seoul, 03760, Republic of Korea.
Dong Hoon ShinDepartment of Electronics and Information Engineering, Korea University, Sejong, 30019, Republic of Korea.ORCID http://orcid.org/0000-0002-0438-0835
Sang Wook LeeDepartment of Physics, Ewha Womans University, Seoul, 03760, Republic of Korea. leesw@ewha.ac.kr.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ultrasensitive mass detection is essential across various fields, including environmental monitoring, biosensing, and medical diagnostics. Quartz crystal microbalance (QCM) and nanoelectromechanical system (NEMS) sensors are widely utilized, yet NEMS approaches are hindered by issues of stability and reproducibility, whereas QCMs face fundamental physical limitations in enhancing sensitivity. To address the limitations of current sensing technologies, we demonstrate that increasing the driving force applied to the QCM induces non-linear resonance, and that utilizing the abrupt amplitude drop occurring at this non-linear resonance enables mass detection down to 100 fg. Unlike conventional linear QCM operation, our method significantly enhances mass sensitivity by exploiting amplitude-drop behavior in the non-linear regime, without requiring additional surface functionalization or device modification. We validated this sensing strategy through the detection of micro/nanoparticles and protein-antibody interactions, successfully achieving single micro/nanoparticle detection and reaching a detection limit of 100 fg. Notably, this method enables reliable single micro/nanoparticle detection with high reproducibility. This sensing approach provides a simple yet powerful platform that overcomes key limitations of traditional QCM systems. With the potential for real-time biomolecular diagnostics in aqueous environments and future integration with microfluidic chips, our approach represents a promising strategy for ultra-sensitive mass detection.

Identifiers

PMID41844588
PMCPMC12996570

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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.