Evidence map›Paper›PMID 40558427›Full record

ReviewBiosensors2025

Droplet Generation and Manipulation in Microfluidics: A Comprehensive Overview of Passive and Active Strategies.

Andrea Fergola, Alberto Ballesio, Francesca Frascella, Lucia Napione, Matteo Cocuzza, Simone Luigi Marasso

Abstract readReview
In one paragraph

Review in Biosensors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
  4. Review
  5. Review
  6. Article
  7. Review
  8. Review
  9. Review
  10. Article
  11. Review
  12. Review
  13. Review
  14. 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

6 authors.

Andrea FergolaDepartment of Applied Science and Technology (DISAT), Politecnico di Torino, 10129 Torino, Italy.ORCID 0009-0005-6815-7383
Alberto BallesioDepartment of Applied Science and Technology (DISAT), Politecnico di Torino, 10129 Torino, Italy.ORCID 0000-0003-0642-2522
Francesca FrascellaDepartment of Applied Science and Technology (DISAT), Politecnico di Torino, 10129 Torino, Italy.ORCID 0000-0002-6543-6038
Lucia NapioneDepartment of Applied Science and Technology (DISAT), Politecnico di Torino, 10129 Torino, Italy.ORCID 0000-0003-2648-1466
Matteo CocuzzaDepartment of Applied Science and Technology (DISAT), Politecnico di Torino, 10129 Torino, Italy.ORCID 0000-0002-3506-216X
Simone Luigi MarassoDepartment of Applied Science and Technology (DISAT), Politecnico di Torino, 10129 Torino, Italy.ORCID 0000-0003-4570-2674

Funding

European Union - NextGenerationEU RAISE - Robotics and AI for Socio- economic EmpowermentNational Plan for Complementary Investments to the NRRP D34H-Digital Driven Diagnostics, prognostics and therapeutics for sustainable Health care PNC0000001
6 · The paper itself

Abstract

Droplet-based microfluidics (DBM) has emerged as a powerful tool for a wide range of biochemical applications, from single-cell analysis and drug screening to diagnostics and tissue engineering. This review provides a comprehensive overview of the latest advancements in droplet generation and trapping techniques, highlighting both passive and active approaches. Passive methods-such as co-flow, cross-flow, and flow-focusing geometries-rely on hydrodynamic instabilities and capillary effects, offering simplicity and integration with compact devices, though often at the cost of tunability. In contrast, active methods exploit external fields-electric, magnetic, thermal, or mechanical-to enable on-demand droplet control, allowing for higher precision and throughput. Furthermore, we explore innovative trapping mechanisms such as hydrodynamic resistance networks, microfabricated U-shaped wells, and anchor-based systems that enable precise spatial immobilization of droplets. In the final section, we also examine active droplet sorting strategies, including electric, magnetic, acoustic, and thermal methods, as essential tools for downstream analysis and high-throughput workflows. These manipulation strategies facilitate in situ chemical and biological analyses, enhance experimental reproducibility, and are increasingly adaptable to industrial-scale applications. Emphasis is placed on the design flexibility, scalability, and biological compatibility of each method, offering critical insights for selecting appropriate techniques based on experimental needs and operational constraints.

Indexed as

MicrofluidicsDrug DiscoveryDrug Evaluation, PreclinicalHumansHydrodynamicsPoint-of-Care SystemsSingle-Cell AnalysisTissue Engineeringdropletmicrofluidicstrapping

Identifiers

PMID40558427
PMCPMC12190575

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.