Evidence map›Paper›PMID 42323742›Full record

ReviewDiscover nano2026

Graphene cellulose hybrids for biodegradable flexible sensing devices.

Arya Unnikrishnan, Sabu Thomas, Rehana P Ummer, Balasubramanian Kandasubramanian

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Discover nano, 2026. 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

4 authors.

Arya UnnikrishnanSchool of Nanoscience and Nanotechnology, Mahatma Gandhi University, Kottayam, Kerala, 686560, India.
Sabu ThomasSchool of Nanoscience and Nanotechnology, Mahatma Gandhi University, Kottayam, Kerala, 686560, India.
Rehana P UmmerSchool of Nanoscience and Nanotechnology, Mahatma Gandhi University, Kottayam, Kerala, 686560, India.
Balasubramanian KandasubramanianDepartment of Metallurgical and Materials Engineering, Defence Institute of Advanced Technology (DU), Girinagar, Pune, Maharashtra, 411025, India. meetkbs@gmail.com.ORCID https://orcid.org/0000-0003-4257-8807

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Paper-based sensors have emerged as a groundbreaking class of analytical devices, offering affordable, biodegradable, and flexible platforms for a broad range of applications, including environmental monitoring (e.g., heavy metals, PFAS, and microplastics detection), medical diagnostics (such as procalcitonin and glucose monitoring), food safety (like ammonia detection), and wearable electronics (for strain, pressure, and humidity sensing). This review looks at how using cellulosic-based materials with advanced nanomaterials-especially graphene and its variations-can improve the sensitivity, conductivity, and durability of sensors. The deploy of graphene-based electrodes, such as reduced graphene oxide (rGO), laser-induced graphene (LIG), and graphene-molybdenum disulphide (Gr/MoS

Indexed as

BiodegradableCellulosic substratesComposite electrode paperGraphene oxide additivesPaper-based sensors

Identifiers

PMID42323742
PMCPMC13283952

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.