Evidence map›Paper›PMID 41305287›Full record

ArticleSensors (Basel, Switzerland)2025

New Insights on Hydration Monitoring in Elderly Patients by Interdigitated Wearable Sensors.

Leila Es Sebar, Stefano Bonaldo, Loredana Cristaldi, Lara Franchin, Sabrina Grassini, Leonardo Iannucci, Luca Lombardo, Chiara Mineo, Andrea Neviani, Lorenzo Restelli and 3 more

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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

13 authors.

Leila Es SebarDipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy.ORCID 0000-0001-6463-9311
Stefano BonaldoDipartimento di Ingegneria dell'Informazione, Università degli Studi di Padova, Via Gradenigo 6b, 35131 Padova, Italy.ORCID 0000-0003-0712-5036
Loredana CristaldiDipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy.ORCID 0000-0002-8446-8203
Lara FranchinDipartimento di Ingegneria dell'Informazione, Università degli Studi di Padova, Via Gradenigo 6b, 35131 Padova, Italy.ORCID 0000-0001-5433-977X
Sabrina GrassiniDipartimento di Scienza Applicata e Tecnologia, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy.ORCID 0000-0001-7055-9828
Leonardo IannucciDipartimento di Scienza Applicata e Tecnologia, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy.ORCID 0000-0002-1996-1958
Luca LombardoDipartimento di Elettronica e Telecomunicazioni, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy.ORCID 0000-0002-6050-111X
Chiara MineoDipartimento di Scienza Applicata e Tecnologia, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy.
Andrea NevianiDipartimento di Ingegneria dell'Informazione, Università degli Studi di Padova, Via Gradenigo 6b, 35131 Padova, Italy.ORCID 0000-0002-7839-9192
Lorenzo RestelliDipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy.
Isabella SanninoDipartimento di Scienza Applicata e Tecnologia, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy.ORCID 0000-0002-8804-722X
Sarah TonelloDipartimento di Ingegneria Civile, Architettura, Territorio, Ambiente e di Matematica, Università degli Studi di Brescia, Piazza del Mercato, 15, 25121 Brescia, Italy.ORCID 0000-0002-7325-7988
Cesare SveltoDipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy.ORCID 0000-0002-1910-7575

Funding

Italian Ministry of University and Research project code 2022WT443M, CUP E53C24002640006
6 · The paper itself

Abstract

The progressive aging of the population requires reliable, non-invasive, and real-time tools to monitor hydration, prevent dehydration-related complications, and promote active aging in elderly patients. Wearable sensors based on interdigitated electrodes (IDEs) and on Electrochemical Impedance Spectroscopy (EIS) represent a promising tool thanks to their miniaturization, sensitivity to dielectric variations with humidity, and compatibility with flexible substrates. This study reports the design, fabrication, and metrological characterization of inkjet-printed IDEs for skin hydration monitoring, as a building block of a multisensor wearable device. IDEs were fabricated on polyimide substrates using silver nanoparticle-based ink. Their characterization involved the following: (i) morphological evaluation by scanning electron microscopy; (ii) EIS measurements in KCl solutions, leading to developing a regression model to correlate impedance with salt concentration; (iii) in vitro EIS validation on agar gel samples, which demonstrated a robust linear relationship between the impedance phase shift at 199.5 Hz and water loss, with consistent sensitivity values across sensors. The results confirm the feasibility of IDEs for hydration monitoring, identifying optimal frequency ranges and validating regression models. These findings represent a critical step toward the development of multisensor wearable devices for elderly monitoring, enabling decentralized and continuous health monitoring to improve healthcare sustainability and telemedicine.

Indexed as

Biosensing TechniquesDehydrationWearable Electronic DevicesAgedDielectric SpectroscopyElectrodesHumansMetal NanoparticlesMonitoring, PhysiologicSilverSilverbiosensorselderly monitoringelectrochemical impedance spectroscopyhealth monitoringhydration monitoringinkjet printinginterdigitated electrodesmetrological characterizationtelemedicinewearable devices

Identifiers

PMID41305287
PMCPMC12655929

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.