Evidence map›Paper›PMID 40060011›Full record

ReviewBiophysical reviews2025

Diatoms: harnessing nature's microscopic marvels for biosensing and multifaceted applications.

Krupa Bhat, Maryam Abdul Ajees, Pawas Kumar, Vibha, Vyasraj G Bhat, Roopa Nayak, Nirmal Mazumder

Abstract readReview
In one paragraph

Review in Biophysical reviews, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Biophysical reviews · 2025
    Article
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

7 authors.

Krupa BhatDepartment of Biophysics, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104 India.
Maryam Abdul AjeesDepartment of Biophysics, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104 India.
Pawas KumarDepartment of Biophysics, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104 India.
VibhaDepartment of Biophysics, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104 India.
Vyasraj G BhatDepartment of Biophysics, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104 India.
Roopa NayakDepartment of Radiation Biology and Toxicology, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, Karnataka 576104 India.
Nirmal MazumderDepartment of Biophysics, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104 India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This article discusses the use of diatom in biosensing and various applications. A thorough understanding of the biosensing properties of diatoms is essential for the advancement of life sciences technologies. This review elucidates the emerging significance of diatoms in biosensing applications by highlighting the high surface area-to-volume ratio, biocompatibility, and facile functionalization of them. We examined the possible application of diatoms as flexible biosensing systems for the detection of various analytes, such as biological molecules, heavy metals, and poisons, by considering the findings of earlier research. Additionally, to show how diatoms can be used to create precise and sensitive biosensors, by integrating with several transduction modalities, including optical, electrochemical, and piezoelectric methods. We also delve into the potential applications of diatom-based biosensing in the future as well as pertinent topics such as repeatability, stability, and scalability. This provides an in-depth analysis of the quickly evolving field of diatom-based biosensing, which could affect several industries, such as environmental monitoring, food security and medical diagnostics.

Indexed as

BiosensorsDiatomsDrug deliveryMarine biosensingOptical microscopePhotoluminescenceScanning electron microscope

Identifiers

PMID40060011
PMCPMC11885778

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.