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Open AccessReview
Miniaturised Extraction Techniques in Personalised Medicine: Analytical Opportunities and Translational Perspectives
by
Luana M. Rosendo
Luana M. Rosendo 1,2
,
Tiago Rosado
Tiago Rosado 1,2,3,*
,
Mário Barroso
Mário Barroso 4,5 and
Eugenia Gallardo
Eugenia Gallardo 1,2,3,*
1
RISE-Health, Departamento de Ciências Médicas, Faculdade de Ciências da Saúde, Universidade da Beira Interior, 6201-506 Covilhã, Portugal
2
Laboratório de Fármaco-Toxicologia, UBIMedical, Universidade da Beira Interior, 6201-000 Covilhã, Portugal
3
Centro Académico Clínico das Beiras (CACB)-Grupo de Problemas Relacionados com Toxicofilias, 6200-000 Covilhã, Portugal
4
Serviço de Química e Toxicologia Forenses, Instituto Nacional de Medicina Legal e Ciências Forenses-Delegação do Sul, 1169-201 Lisboa, Portugal
5
Alpha Biolabs, 14 Webster Court, Carina Park, Westbrook, Warrington, WA5 8WD, UK
*
Authors to whom correspondence should be addressed.
Molecules 2025, 30(21), 4263; https://doi.org/10.3390/molecules30214263 (registering DOI)
Submission received: 1 October 2025
/
Revised: 28 October 2025
/
Accepted: 30 October 2025
/
Published: 31 October 2025
Abstract
Miniaturised sampling and extraction are redefining therapeutic drug monitoring (TDM) by enabling low-volume sampling, simplifying collection, and improving patient acceptability, while also promoting decentralised workflows and more sustainable laboratory practices. This review critically appraises the current landscape, with emphasis on analytical performance, matrix compatibility, and readiness for clinical implementation. It examines validation requirements, the extent of alignment and existing gaps across major regulatory guidelines, and recurrent challenges such as haematocrit bias, real-world stability and transport, incurred sample reanalysis, device variability, commutability with conventional matrices, and inter-laboratory reproducibility. To make the evidence actionable, operational recommendations are distilled into a practical ten-point checklist designed to support validation and translation of miniaturised approaches into routine laboratory practice. Looking ahead, priorities include automation and portable platforms, advanced functional materials, and integration with digital tools and biosensors, alongside the development of harmonised frameworks tailored to miniaturised methods and prospective clinical studies that demonstrate impact on dosing decisions, adherence, and clinical outcomes. Overall, this review aims to equip researchers, laboratory professionals, and regulators with the knowledge to implement miniaturised bioanalysis and advance personalised medicine through TDM.
Share and Cite
MDPI and ACS Style
Rosendo, L.M.; Rosado, T.; Barroso, M.; Gallardo, E.
Miniaturised Extraction Techniques in Personalised Medicine: Analytical Opportunities and Translational Perspectives. Molecules 2025, 30, 4263.
https://doi.org/10.3390/molecules30214263
AMA Style
Rosendo LM, Rosado T, Barroso M, Gallardo E.
Miniaturised Extraction Techniques in Personalised Medicine: Analytical Opportunities and Translational Perspectives. Molecules. 2025; 30(21):4263.
https://doi.org/10.3390/molecules30214263
Chicago/Turabian Style
Rosendo, Luana M., Tiago Rosado, Mário Barroso, and Eugenia Gallardo.
2025. "Miniaturised Extraction Techniques in Personalised Medicine: Analytical Opportunities and Translational Perspectives" Molecules 30, no. 21: 4263.
https://doi.org/10.3390/molecules30214263
APA Style
Rosendo, L. M., Rosado, T., Barroso, M., & Gallardo, E.
(2025). Miniaturised Extraction Techniques in Personalised Medicine: Analytical Opportunities and Translational Perspectives. Molecules, 30(21), 4263.
https://doi.org/10.3390/molecules30214263
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