Evidence map›Paper›PMID 41983340›Full record

ReviewSmall (Weinheim an der Bergstrasse, Germany)2026

SERS-Based Nano- and Microsystems Toward Biomedical Applications.

Gohar Soufi, Tijana Maric, Isidro Badillo-Ramírez, Juliane Fjelrad Christfort, Matteo Tollemeto, Carmen Milan Guimera, Casper Nisula, Giulia Zappalá, Laura De Vittorio, Marta Rubio-Huertas and 5 more

Abstract readReview
In one paragraph

Review in Small (Weinheim an der Bergstrasse, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

15 authors.

Gohar SoufiCenter For Intelligent Drug Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN), Department of Health Technology, Technical University of Denmark, Lyngby, Kongens, Denmark.
Tijana MaricCenter For Intelligent Drug Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN), Department of Health Technology, Technical University of Denmark, Lyngby, Kongens, Denmark.
Isidro Badillo-RamírezCenter For Intelligent Drug Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN), Department of Health Technology, Technical University of Denmark, Lyngby, Kongens, Denmark.
Juliane Fjelrad ChristfortCenter For Intelligent Drug Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN), Department of Health Technology, Technical University of Denmark, Lyngby, Kongens, Denmark.
Matteo TollemetoCenter For Intelligent Drug Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN), Department of Health Technology, Technical University of Denmark, Lyngby, Kongens, Denmark.ORCID https://orcid.org/0000-0002-6220-2877
Carmen Milan GuimeraCenter For Intelligent Drug Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN), Department of Health Technology, Technical University of Denmark, Lyngby, Kongens, Denmark.
Casper NisulaCenter For Intelligent Drug Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN), Department of Health Technology, Technical University of Denmark, Lyngby, Kongens, Denmark.
Giulia ZappaláCenter For Intelligent Drug Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN), Department of Health Technology, Technical University of Denmark, Lyngby, Kongens, Denmark.
Laura De VittorioCenter For Intelligent Drug Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN), Department of Health Technology, Technical University of Denmark, Lyngby, Kongens, Denmark.
Marta Rubio-HuertasCenter For Intelligent Drug Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN), Department of Health Technology, Technical University of Denmark, Lyngby, Kongens, Denmark.
Sungyeong KimCenter For Intelligent Drug Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN), Department of Health Technology, Technical University of Denmark, Lyngby, Kongens, Denmark.ORCID https://orcid.org/0000-0001-9181-4840
Ziqiao LiCenter For Intelligent Drug Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN), Department of Health Technology, Technical University of Denmark, Lyngby, Kongens, Denmark.
Morten Bo Søndergaard SvendsenCenter For Intelligent Drug Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN), Department of Health Technology, Technical University of Denmark, Lyngby, Kongens, Denmark.
Zhongyang ZhangCenter For Intelligent Drug Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN), Department of Health Technology, Technical University of Denmark, Lyngby, Kongens, Denmark.
Anja BoisenCenter For Intelligent Drug Delivery and Sensing Using Microcontainers and Nanomechanics (IDUN), Department of Health Technology, Technical University of Denmark, Lyngby, Kongens, Denmark.

Funding

Danish National Research Foundation DNRF122Energy materials with biological applications NNF22OC0072961European Research CouncilREconfigurable & Jagged devices for enhanced drug Absorption/seeding 101054945Villum Fonden 9301
6 · The paper itself

Abstract

Surface-enhanced Raman spectroscopy (SERS) has emerged as a transformative analytical technique for biomedical and bioanalytical sensing, offering molecular specificity and single-molecule sensitivity in biological environments. Recent advances in plasmonic nanomaterials, precision fabrication, and compact optical instrumentation have accelerated the development of SERS platforms with expanding potential toward biomedical applications. Despite extensive studies, clinical translation remains limited, underscoring the need for a systematic evaluation of SERS nanomaterials and device architectures under biomedically relevant conditions. This review provides a current overview of nano- and microscale SERS-based devices reported since 2020, encompassing all aspects from material design to practical applications. We highlight controlled SERS-active architectures, including patterned substrates, nanorods, microspheres, micromotors, and microneedles, as well as combinations of these microfluidic systems. We summarize key studies showing fabrication strategies, instrumentation, and analytical performance with an emphasis on platform capabilities. We present the first focused discussion on static and dynamic SERS platforms for direct, on-site molecular detection in model biological environments, and outline key challenges for biomedical translation, including reproducibility, sample handling, standardization, and integration. This review provides a practical guide for designing SERS-based nano- and microsystems toward biomedical sensing applications, while clarifying current limitations and future opportunities for translation.

Indexed as

NanostructuresNanotechnologySpectrum Analysis, RamanHumans

Identifiers

PMID41983340
PMCPMC13181530

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.