Evidence map›Paper›PMID 41614973›Full record

ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Recent Advances in Laser-Induced Graphene-Based Gas Sensors: From Sensing Mechanisms to Biomedical Applications.

Md Abu Sayeed Biswas, Ankan Dutta, Shuvendu Das, Abu Musa Abdullah, Wanqing Zhang, Fatema Tuz Zohra, Huanyu Cheng

Abstract readReview
In one paragraph

Review in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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

7 authors.

Md Abu Sayeed BiswasDepartment of Engineering Science and Mechanics, The Pennsylvania State University, University Park, USA.
Ankan DuttaDepartment of Engineering Science and Mechanics, The Pennsylvania State University, University Park, USA.
Shuvendu DasDepartment of Engineering Science and Mechanics, The Pennsylvania State University, University Park, USA.
Abu Musa AbdullahDepartment of Engineering Science and Mechanics, The Pennsylvania State University, University Park, USA.
Wanqing ZhangDepartment of Engineering Science and Mechanics, The Pennsylvania State University, University Park, USA.
Fatema Tuz ZohraDepartment of Engineering Science and Mechanics, The Pennsylvania State University, University Park, USA.
Huanyu ChengDepartment of Engineering Science and Mechanics, The Pennsylvania State University, University Park, USA.ORCID https://orcid.org/0000-0001-6075-4208

Funding

Cross-Disciplinary Neural Engineering (CDNE) Training ProgramT32NS115667 · NINDS · PENNSYLVANIA STATE UNIVERSITY, THE · PI GLUCKMAN, BRUCE J · 2021 to 2025
$1.1M
3D Functional Photoacoustic Imaging of Human Brain with a Stretchable Ultrasound Matrix ArrayR01EB031629 · NIBIB · PENNSYLVANIA STATE UNIVERSITY, THE · PI JING, YUN · 2021 to 2022
$955k
Smart skin grafts for quantitative assessment and treatment of diabetic woundsR21EB030140 · NIBIB · PENNSYLVANIA STATE UNIVERSITY, THE · PI CHENG, HUANYU · 2021 to 2021
$620k
Chan Zuckerberg Initiative 2022-251237NIBIB NIH HHS R01EB031629NIBIB NIH HHS R21EB030140NINDS NIH HHS T32NS115667Penn State University
6 · The paper itself

Abstract

Direct laser irradiation of carbonaceous precursors such as polyimide and wood is a scalable and efficient method to produce a 3D porous graphene structure, noted as laser-induced graphene (LIG). The electrical and chemical properties of the LIG can be optimized for the target application by mixing or doping with transition metal dichalcogenides or others to form LIG nanocomposites. Fine-tuning these properties has led to extensive use in sensing various gaseous biomarkers from the human body or the environment. This review first discusses the gas-sensing mechanism of LIG and its nanocomposites, followed by a summary of different fabrication methods and performance characteristics. It also examines recent developments in soft functional packaging, such as semi-permeable membranes or hermetic encapsulations, to provide the sensors with moisture-resistance or signal decoupling capabilities. Despite the efforts to further improve the gas sensing characteristics, the recently developed wireless and standalone gas sensing platforms highlight a different opportunity for the commercialization of wearable gas sensors. Strategies executed by other gas sensors have been proposed to mitigate the problems and challenges faced by the LIG-based nanocomposite gas sensors. This review serves as a comprehensive reference on LIG-based nanocomposite gas sensors, from fundamentals of sensing mechanisms to real-life applications.

Indexed as

input signal decouplinglaser‐induced grapheneporous structures and nanocompositesstandalone sensing platformswearable gas sensors

Identifiers

PMID41614973
PMCPMC13325563

What OpenQuestion holds

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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.