Evidence map›Paper›PMID 42307781›Full record

Observational studyBiogerontology2026

Hyperspectral imaging and healthy aging: an observational study using hand skin as surface for monitoring healthy aging processes.

Maddalena M Bolognesi, Teresa Sassetti, Martina Caramenti, Chiara Ceriani, Gloria Bertoli, Tecla Aramini, Marcella Bonanomi, Daniela Gaglio, Michele Caccia, Francesca Gallivanone

Abstract readObservational Study
In one paragraph

Observational study in Biogerontology, 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

10 authors.

Maddalena M Bolognesi *Institute of Bioimaging and Complex Biological Systems, National Research Council, Segrate, Italy.
Teresa Sassetti *Institute of Bioimaging and Complex Biological Systems, National Research Council, Segrate, Italy.
Martina CaramentiInstitute of Bioimaging and Complex Biological Systems, National Research Council, Segrate, Italy.
Chiara CerianiInstitute of Bioimaging and Complex Biological Systems, National Research Council, Segrate, Italy.
Gloria BertoliInstitute of Bioimaging and Complex Biological Systems, National Research Council, Segrate, Italy.
Tecla AraminiInstitute of Bioimaging and Complex Biological Systems, National Research Council, Segrate, Italy.
Marcella BonanomiInstitute of Bioimaging and Complex Biological Systems, National Research Council, Segrate, Italy.
Daniela GaglioInstitute of Bioimaging and Complex Biological Systems, National Research Council, Segrate, Italy.
Michele CacciaInstitute of Bioimaging and Complex Biological Systems, National Research Council, Segrate, Italy. michele.caccia@cnr.it.
Francesca GallivanoneInstitute of Bioimaging and Complex Biological Systems, National Research Council, Segrate, Italy.

Funding

Consiglio Nazionale delle Ricerche InvAt - Invecchiamento Attivo e in Salute
6 · The paper itself

Abstract

With the global rise in life expectancy, promoting healthy aging has become a central focus in biomedical research. From global initiatives like The World Health Organization's Decade of Healthy Ageing (2021-2030) to local ones, they highlight the need for accessible, non-invasive, and cost-effective tools to monitor aging-related physiological changes. Since the hand skin is an easily accessible tissue, it can offer valuable insights into aging processes, influenced by age, gender, and environment, as suggested by the paradigm of One Health. In this study, we exploited the potential of Visible and Near-Infrared Hyperspectral Reflectance Imaging (Vis-NIRHSI) as a quantitative, non-invasive method for monitoring skin aging in healthy individuals. A dataset of 101 hand-skin hypercubes images, from healthy volunteers over 40 years old, was acquired with a dedicated camera and analyzed in the range of 410 - 820 nm. A total of 224 spectral and texture features were extracted at selected wavelengths to investigate age-related variations in skin properties and to establish a standard reference map. Among these, 15 were retained as significant descriptors of the aging process and were used to build reference curves for the "healthy status condition." A questionnaire about quality and perception of lifestyle was administered to describe the sampled population in terms of exposome. Our findings suggest that hyperspectral skin analysis can serve as a promising biomonitoring approach for assessing aging dynamics and may contribute to the development of reliable tools for supporting healthy aging monitoring strategies.

Indexed as

HandHealthy AgingHyperspectral ImagingSkinSkin AgingAdultAgedAged, 80 and overFemaleHumansMaleMiddle AgedExposomeHealthy agingHyperspectral imagingSkin

Identifiers

PMID42307781
PMCPMC13275750

What OpenQuestion holds

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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.