Evidence map›Paper›PMID 42515181›Full record

ArticleToxics2026

From Environmental Evidence to Biomarker Selection: A Structured Decision-Support Process for Human Biomonitoring Studies in Contaminated Sites.

Elisa Bustaffa, Cristina Aprea, Alessandro Barbieri, Alessandro Benassi, Andrea Borghini, Saverio Caini, Piergiuseppe Calà, Filippo Cellai, Amalia Gastaldelli, Francesco Faita and 6 more

Abstract read
In one paragraph

Article in Toxics, 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

16 authors.

Elisa BustaffaInstitute of Clinical Physiology, National Research Council (IFC-CNR), Via Moruzzi 1, 56124 Pisa, Italy.
Cristina ApreaSoutheast Wide Area Public Health Laboratory, Occupational and Environmental Toxicology Unit, Operational Headquarter of Siena, Southeast Tuscany Local Health Authority, Strada del Ruffolo 4, 53100 Siena, Italy.
Alessandro BarbieriHygiene and Public Health Unit, Southern Area (Pisa-Livorno), Department of Prevention, Northwest Tuscany Local Health Authority (ATNO), Via Carlo Forlanini 26, 57025 Piombino, Italy.
Alessandro BenassiRegional Laboratories, Department of Padua, Regional Environmental Protection Agency Veneto, Via Ospedale Civile 24, 35121 Padua, Italy.
Andrea BorghiniInstitute of Clinical Physiology, National Research Council (IFC-CNR), Via Moruzzi 1, 56124 Pisa, Italy.ORCID 0000-0003-1061-8309
Saverio CainiS.S. Molecular and Lifestyle Epidemiology, S.C. Epidemiology of Risk Factors and Lifestyle, Institute for the Study, Prevention, and Oncology Network (ISPRO), Via Cosimo il Vecchio 2, 50139 Florence, Italy.ORCID 0000-0002-2262-1102
Piergiuseppe CalàPrevention Department, Azienda USL Toscana Centro, Via S. Salvi 12, 50135 Florence, Italy.
Filippo CellaiClinical Chemical Analysis Laboratory, Department of Diagnostics, Livorno Hospital, USL Toscana Nordovest, Viale Vittorio Alfieri 36, 57124 Livorno, Italy.
Amalia GastaldelliInstitute of Clinical Physiology, National Research Council (IFC-CNR), Via Moruzzi 1, 56124 Pisa, Italy.ORCID 0000-0003-2594-1651
Francesco FaitaInstitute of Clinical Physiology, National Research Council (IFC-CNR), Via Moruzzi 1, 56124 Pisa, Italy.ORCID 0000-0002-6201-1843
Miriam LeviEpidemiology Unit, Health Management Staff, Azienda USL Toscana Centro, Presidio San Salvi, Edificio 8 (Villa Fabbri), Via di San Salvi 12, 50135 Florence, Italy.ORCID 0000-0002-0086-3952
Stefano MasiDepartment of Clinical and Experimental Medicine, Faculty of Medicine, University of Pisa, Via Savi 10, 56126 Pisa, Italy.ORCID 0000-0002-7591-3686
Simona Mrakic-SpostaInstitute of Clinical Physiology of Milan, National Research Council (IFC-CNR), Piazza dell'Ospedale Maggiore 3, 20162 Milan, Italy.ORCID 0000-0001-7359-2690
Katia RussoExperimental Zooprophylactic Institute of Lazio and Tuscany (IZSLT), Via Appia Nuova 1411, 00178 Rome, Italy.ORCID 0000-0002-8355-6869
Anna SoliniDepartment of Surgical, Medical, Molecular, and Critical Care Pathology, Faculty of Medicine, University of Pisa, Via Roma 67, 56126 Pisa, Italy.ORCID 0000-0002-7855-8253
Fabrizio MinichilliInstitute of Clinical Physiology, National Research Council (IFC-CNR), Via Moruzzi 1, 56124 Pisa, Italy.ORCID 0000-0003-0007-4731

Funding

Ministero della Salute PRR.AP015.165
6 · The paper itself

Abstract

Human Biomonitoring (HBM) is a key tool for assessing human exposure to environmental contaminants and identifying early biological changes potentially associated with adverse health effects. However, as contaminated sites are characterized by multiple pollutants, exposure pathways and biological targets, a structured decision-support process is required to guide exposure assessment, biomarker selection, and early health-risk evaluation. This manuscript does not report biomonitoring results but describes the methodological process used to design the INSINERGIA_RT HBM study in two contaminated areas of Tuscany, Italy. The study design integrated environmental evidence, toxicological knowledge, epidemiological priorities, biomarker relevance, analytical feasibility, logistical considerations, and public health needs. Instead of proposing a universally applicable framework, the manuscript presents a structured approach that may support the design of HBM studies in similarly complex settings. Biomarkers are organized within a hierarchical model reflecting successive stages of the biological response to environmental exposure. A central feature is a mechanistic, multi-level approach encompassing upstream pathways (oxidative stress and inflammation), early markers of adverse effects and subclinical organ damage, including cardiovascular, renal, and respiratory alterations, and integrative indicators of cumulative biological responses, such as telomere length, epigenetic changes, and metabolomic profiles. Applicability is illustrated through an ongoing HBM study in Livorno and Piombino (Tuscany).

Indexed as

biomarkerdecision-support processenvironmental pollutionhealth effecthuman biomonitoringNational Priority Contaminated Sites

Identifiers

PMID42515181
PMCPMC13416600

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.