MICHELE DE ROSA

PhD Graduate

PhD program:: XXXVIII


supervisor: Dott.ssa Mariangela Spagnoli
advisor: Prof. Federico Marini

Thesis title: Biological monitoring for the assessment of exposure to hazards and health surveillance

Occupational exposure to hazards remains a major global health concern, with over 2.7 million work-related deaths recorded annually, nearly 1 million of which are attributed to exposure to chemicals. Despite the existence of comprehensive regulatory frameworks, current chemical risk assessment strategies rely largely on environmental monitoring and modeling techniques. These conventional approaches often fail to accurately reflect internal exposure due to few limitations. Biological monitoring offers a more direct and individualized assessment of exposure by measuring chemicals or their metabolites in biological matrices. However, its widespread application is hindered by the limited number of substances with defined biological limit values (BLVs): actually, only one substance has a legislated BLV (lead in blood), highlighting a significant regulatory gap. In this context, this PhD research focuses on the applicability and effectiveness of NMR-based metabolomics as an innovative tool for exposure assessment in occupational settings. In part I, a complete and reproducible metabolomics workflow was optimized and applied to five biomonitoring settings in different complex exposure scenarios. NMR profiling revealed significant alterations in multiple metabolic pathways, including energy metabolism, amino acid turnover and redox balancing, suggesting early, subclinical biochemical responses to occupational stressors. Multiplatform approaches are also presented for two scenarios combining NMR with gas chromatography coupled to high-resolution mass spectrometry (GC-HRMS) enabling broader metabolome coverage and deeper mechanistic insights. In part II, the same metabolomics approach was applied to assess the biological effects of airborne particulate matter exposure using Drosophila melanogaster as a novel in vivo model. Both in laboratory and in situ exposures conditions tested demonstrated the model’s sensitivity and relevance for toxicological studies in occupational field. Overall, the findings of this work highlight the potential of NMR-based metabolomics as a complementary tool in occupational health frameworks with the aim to enable improved risk assessment, exposure monitoring, and the development of preventive strategies.

Research products

11573/1758809 - 2026 - Urinary metabolomics as a window into occupational exposure: the case of foundry workers
De Rosa, Michele; Canepari, Silvia; Tranfo, Giovanna; Giampaoli, Ottavia; Patriarca, Adriano; Smolinska, Agnieszka; Marini, Federico; Massimi, Lorenzo; Sciubba, Fabio; Spagnoli, Mariangela - 01a Articolo in rivista
paper: JOURNAL OF XENOBIOTICS (Basel Switzerland: MDPI AG Pavia: PagePress Publications) pp. - - issn: 2039-4713 - wos: (0) - scopus: (0)

11573/1758811 - 2026 - Unveiling the metabolic fingerprint of occupational exposure in ceramic manufactory workers
De Rosa, Michele; Canepari, Silvia; Tranfo, Giovanna; Giampaoli, Ottavia; Patriarca, Adriano; Smolinska, Agnieszka; Marini, Federico; Massimi, Lorenzo; Sciubba, Fabio; Spagnoli, Mariangela - 01a Articolo in rivista
paper: TOXICS (Basel, Switzerland: MDPI AG) pp. - - issn: 2305-6304 - wos: WOS:001670243500001 (0) - scopus: 2-s2.0-105029058810 (0)

11573/1758555 - 2026 - Drosophila melanogaster as model organism to assess brake dust toxicity by a multi-platform approach
De Rosa, Michele; Vaccarella, Emanuele; Cerasti, Flavia; Lucchesi, Valentina; Marini, Federico; Massimi, Lorenzo; Mastrantonio, Valentina; Sciubba, Fabio; Spagnoli, Mariangela; Porretta, Daniele; Tiraboschi, Caterina; Canepari, Silvia - 01a Articolo in rivista
paper: ENVIRONMENTAL POLLUTION (United Kingdom: Elsevier Science Limited Barking: Elsevier Applied Science Publishers, 1987-) pp. - - issn: 0269-7491 - wos: (0) - scopus: 2-s2.0-105027246430 (0)

11573/1746849 - 2025 - Reply - Letter to the editor - ‘Beetroot juice intake positively influenced gut microbiota and inflammation but failed to improve functional outcomes in adults with Long COVID’
Calvani, R.; Marzetti, E.; Tosato, M.; Giampaoli, O.; De Rosa, M.; Marini, F. - 01b Commento, Erratum, Replica e simili
paper: CLINICAL NUTRITION (Oxford: Elsevier Science Limited:Oxford EDINBURGH, SCOTLAND, MIDLOTHIAN: CHURCHILL LIVINGSTONE, JOURNAL PRODUCTION DEPT, ROBERT STEVENSON HOUSE,) pp. 133-135 - issn: 0261-5614 - wos: WOS:001424093900001 (1) - scopus: 2-s2.0-85216790634 (0)

11573/1746852 - 2025 - Urinary metabolomics of plastic manufacturing workers. A pilot study
De Rosa, M.; Giampaoli, O.; Patriarca, A.; Marini, F.; Pietroiusti, A.; Ippoliti, L.; Paolino, A.; Militello, A.; Fetoni, A. R.; Sisto, R.; Tranfo, G.; Spagnoli, M.; Sciubba, F. - 01a Articolo in rivista
paper: JOURNAL OF XENOBIOTICS (Basel Switzerland: MDPI AG Pavia: PagePress Publications) pp. - - issn: 2039-4713 - wos: WOS:001475558300001 (5) - scopus: 2-s2.0-105003495359 (5)

11573/1753303 - 2025 - METABOLOMIC APPLICATIONS TO BIOLOGICAL MONITORING IN FOUNDRY WORKPLACES
De Rosa, Michele; Giampaoli, Ottavia; Patriarca, Adriano; Saccoccio, Marcella; Marini, Federico; Sciubba, Fabio; Canepari, Silvia; Tranfo, Giovanna; Spagnoli, Mariangela. - 04d Abstract in atti di convegno
conference: 13th International Symposium of Biological Monitoring (Università degli Studi di Milano)
book: ABSTRACT BOOK - ISBM 13 - ()

11573/1742203 - 2025 - Metabolic profiling of Polyporus umbellatus (Pers.) Fr
Patriarca, Adriano; Ottaviani David, John; De Rosa, Michele; Spagnoli, Mariangela; Santi, Luca; De Vita, Daniela; Toniolo, Chiara; Frezza, Claudio; Saccoccio, Marcella; Di Rita, Federico; Sciubba, Fabio - 04d Abstract in atti di convegno
conference: 2° Congresso intersocietà sui prodotti vegetali per la salute: Il ruolo delle piante medicinali nella medicina moderna (Universitá degli studi di Napoli Federico II; Napoli; Italia)
book: 2° Congresso intersocietà sui prodotti vegetali per la salute: Il ruolo delle piante medicinali nella medicina moderna - ()

11573/1746180 - 2025 - Metabolic profiling of Polyporus umbellatus (Pers.) Fr
Patriarca, Adriano; Ottaviani, David John; De Rosa, Michele; Spagnoli, Mariangela; Saccoccio, Marcella; Sciubba, Fabio; Di Rita, Federico - 01a Articolo in rivista
paper: NATURAL PRODUCT RESEARCH (United Kingdom: Taylor & Francis) pp. 1-7 - issn: 1478-6419 - wos: (0) - scopus: (0)

11573/1753310 - 2025 - METABOLOMIC APPLICATIONS TO BIOLOGICAL MONITORING IN CERAMIC WORKPLACES
Spagnoli, M; De Rosa, M; Giampaoli, O; Patriarca, A; Saccoccio, M; Marini, F; Sciubba, F; Canepari, S; Tranfo, G. - 04d Abstract in atti di convegno
conference: 13th International Symposium of Biological Monitoring (Università degli Studi di Milano)
book: ABSTRACT BOOK - ISBM 13 - ()

11573/1753321 - 2025 - Approccio metabolomico basato su NMR nel settore della ceramica artistica
Spagnoli, Mariangela; De Rosa, Michele; Marini, Federico; Sciubba, Fabio; Tranfo, Giovanna; Canepari, Silvia - 04d Abstract in atti di convegno
conference: 41° Congresso Nazionale di igiene industriale e ambientale (Taranto)
book: Atti del 41° Congresso di Igiene Industriale e Ambientale - ()

11573/1737600 - 2025 - Vitamin B6 deficiency produces metabolic alterations in Drosophila
Tesoriere, Giulia; Pilesi, Eleonora; De Rosa, Michele; Giampaoli, Ottavia; Patriarca, Adriano; Spagnoli, Mariangela; Chiocciolini, Federica; Tramonti, Angela; Contestabile, Roberto; Sciubba, Fabio; Verni, Fiammetta - 01a Articolo in rivista
paper: METABOLOMICS (USA: Springer) pp. - - issn: 1573-3882 - wos: WOS:001450085200003 (3) - scopus: 2-s2.0-105000618274 (3)

11573/1751167 - 2025 - D. melanogasteras a model organism for the evaluation of possible health effects induce by occupational exposure to inhaled particulate matter
Tranfo, G.; De Rosa, M.; Spagnoli, M.; Vaccarella, E.; Massimi, L.; Canepari, S.; Porretta, D.; Marini, F.; Sciubba, F. - 01h Abstract in rivista
paper: TOXICOLOGY LETTERS (Elsevier Science Ireland Limited:PO Box 85, Limerick Ireland:011 353 61 709600, 011 353 61 61944, EMAIL: usinfo-f@elsevier.com, INTERNET: http://www.elsevier.com, Fax: 011 353 61 709114) pp. - - issn: 0378-4274 - wos: (0) - scopus: (0)

11573/1749862 - 2025 - Drosophila melanogaster as a bioindicator of PM-induced oxidative stress effects
Vaccarella, E.; Cerasti, F.; Tiraboschi, C.; De Rosa, M.; Lucchesi, V.; Sciubba, F.; Porretta, D.; Mastrantonio, V.; Tranfo, G.; Spagnoli, M.; Massimi, L.; Canepari, S. - 04d Abstract in atti di convegno
conference: European Aerosol Conference 2025 (Lecce)
book: European Aerosol Conference 2025 - ()

11573/1746863 - 2024 - Beetroot juice intake positively influenced gut microbiota and inflammation but failed to improve functional outcomes in adults with long COVID: a pilot randomized controlled trial
Calvani, Riccardo; Giampaoli, Ottavia; Marini, Federico; Del Chierico, Federica; De Rosa, Michele; Conta, Giorgia; Sciubba, Fabio; Tosato, Matteo; Picca, Anna; Ciciarello, Francesca; Galluzzo, Vincenzo; Gervasoni, Jacopo; Di Mario, Clara; Santoro, Luca; Tolusso, Barbara; Spagnoli, Mariangela; Tomassini, Alberta; Aureli, Walter; Toto, Francesca; Pane, Stefania; Putignani, Lorenza; Miccheli, Alfredo; Marzetti, Emanuele; Landi, Francesco - 01a Articolo in rivista
paper: CLINICAL NUTRITION (Oxford: Elsevier Science Limited:Oxford EDINBURGH, SCOTLAND, MIDLOTHIAN: CHURCHILL LIVINGSTONE, JOURNAL PRODUCTION DEPT, ROBERT STEVENSON HOUSE,) pp. 344-358 - issn: 0261-5614 - wos: WOS:001367934700001 (8) - scopus: 2-s2.0-85209409750 (9)

11573/1707566 - 2024 - A DFT study on Cu-ZSM-5 as a catalyst for NO decomposition: Possible activity of a Cu(I) pair located at the T3 tetrahedral sites
De Rosa, Michele; Campa, Maria Cristina; Pietrogiacomi, Daniela; Morpurgo, Simone - 01a Articolo in rivista
paper: MOLECULAR CATALYSIS () pp. - - issn: 2468-8231 - wos: WOS:001223694200001 (4) - scopus: 2-s2.0-85189754815 (4)

11573/1717373 - 2024 - NMR-based metabolomics for investigating urinary profiles of metal carpentry workers exposed to welding fumes and volatile organic compounds
De Rosa, Michele; Giampaoli, Ottavia; Sciubba, Fabio; Marini, Federico; Tranfo, Giovanna; Sisto, Renata; Miccheli, Alfredo; Tricarico, Laura; Fetoni, Anna Rita; Spagnoli, Mariangela - 01a Articolo in rivista
paper: FRONTIERS IN PUBLIC HEALTH (Lausanne : Frontiers Editorial Office, 2013-) pp. - - issn: 2296-2565 - wos: WOS:001294156300001 (3) - scopus: 2-s2.0-85201538479 (2)

11573/1710844 - 2024 - Indicatori di effetto da esposizioni a inquinanti aerodispersi in ambito lavorativo
De Rosa, Michele; Marini, F.; Astolfi, M. L.; Caccuri, A. M.; Canepari, S.; Massimi, L.; Stefani, I.; Giampaoli, O.; Sciubba, F.; Tranfo, G.; Spagnoli, M. - 04f Poster
conference: XI Convegno Nazionale sul Particolato Atmosferico PM2024 (Torino)
book: XI Convegno Nazionale sul Particolato Atmosferico. Torino PM 2024. Atti - ()

11573/1729410 - 2024 - How to get rid of imaginary frequencies within ONIOM geometry optimizations: A DFT study on the effect of basis set and link atom distances in Cu-ZSM-5
De Rosa, Michele; Morpurgo, Simone - 01a Articolo in rivista
paper: COMPUTATIONAL AND THEORETICAL CHEMISTRY (Amsterdam [u.a.] : Elsevier) pp. 1-9 - issn: 2210-271X - wos: WOS:001354823100001 (0) - scopus: 2-s2.0-85208235538 (0)

11573/1713919 - 2024 - Multiplatform targeted/untargeted approaches for the identification of possible biomarkers of occupational exposure
De Rosa, Michele; Sciubba, Fabio; Giampaoli, Ottavia; Pigini, Daniela; Marini, Federico; Tranfo, Giovanna; Sisto, Renata; Spagnoli, Mariangela - 04d Abstract in atti di convegno
conference: Second Symposium for Young Chemists (Department of Chemistry, Sapienza University of Rome)
book: Second Symposium for Young Chemists - Book of Abstract - ()

11573/1703492 - 2024 - NMR untargeted and HPLC-MS/MS targeted metabolomic approaches for evaluating styrene exposure in the urine of shipyard workers
Giampaoli, Ottavia; Sciubba, Fabio; Tranfo, Giovanna; Sisto, Renata; Pigini, Daniela; De Rosa, Michele; Patriarca, Adriano; Miccheli, Alfredo; Fetoni, Anna Rita; Tricarico, Laura; Spagnoli, Mariangela - 01a Articolo in rivista
paper: TOXICS (Basel, Switzerland: MDPI AG) pp. 1-16 - issn: 2305-6304 - wos: WOS:001192561800001 (3) - scopus: 2-s2.0-85188931937 (3)

11573/1710830 - 2024 - Pisum sativum L. ‘Eso’. Metabolic profiling of yellow seeds to define the optimal harvest time
Patriarca, Adriano; Sciubba, Fabio; Tomassini, Alberta; Giampaoli, Ottavia; De Rosa, Michele; Marini, Federico; Aureli, Walter; Miccheli, Alfredo; Brasili, Elisa - 01a Articolo in rivista
paper: AGRICULTURE (Basel : MDPI) pp. - - issn: 2077-0472 - wos: WOS:001254934600001 (1) - scopus: 2-s2.0-85197182504 (2)

11573/1714276 - 2024 - Pisum sativum L. ‘Eso’: Metabolic Profiling of Yellow Seeds to Define the Optimal Harvest Time.
Patriarca, Adriano; Sciubba, Fabio; Tomassini, Alberta; Giampaoli, Ottavia; De Rosa, Michele; Marini, Federico; Aureli, Walter; Miccheli, Alfredo; Brasili, Elisa - 04f Poster
conference: Second Symposium for Young Chemists, SYNC 2024. (Rome)
book: Second Symposium for Young Chemists, SYNC 2024, Book of Abstracts. - ()

11573/1714285 - 2024 - Pisum sativum L. ‘Eso’: Metabolic Profiling of Yellow Seeds to Define the Optimal Harvest Time.
Patriarca, Adriano; Sciubba, Fabio; Tomassini, Alberta; Giampaoli, Ottavia; De Rosa, Michele; Marini, Federico; Aureli, Walter; Miccheli, Alfredo; Brasili, Elisa - 04d Abstract in atti di convegno
conference: VIII Workshop APPLICAZIONI DELLA RISONANZA MAGNETICA NELLA SCIENZA DEGLI ALIMENTI (Roma)
book: VIII Workshop APPLICAZIONI DELLA RISONANZA MAGNETICA NELLA SCIENZA DEGLI ALIMENTI, Book of Abstracts. - ()

11573/1714900 - 2024 - Studio pilota per la caratterizzazione di profili metabolici di lavoratori esposti a microplastiche mediante spettroscopia NMR
Spagnoli, Mariangela; De Rosa, Michele; Giampaoli, Ottavia; Sciubba, Fabio; Patriarca, Adriano; Marini, Federico; Sisto, Renata; Tranfo, Giovanna - 04d Abstract in atti di convegno
conference: 40° Congresso di Igiene Industriale e Ambientale (Padova)
book: Atti del 40° Congresso di Igiene Industriale e Ambientale - ()

11573/1714895 - 2024 - P-367 NMR-BASED METABOLOMICS: NOVEL APPLICATION IN EXPOSOMICS
Spagnoli, Mariangela; Tranfo, Giovanna; Giampaoli, Ottavia; Sciubba, Fabio; De Rosa, Michele; Patriarca, Adriano - 01h Abstract in rivista
paper: OCCUPATIONAL MEDICINE (-OXFORD, ENGLAND,: OXFORD UNIV PRESS -Oxford : Butterworth-Heinemann, 1992-) pp. - - issn: 0962-7480 - wos: (0) - scopus: (0)

11573/1692640 - 2023 - Approccio metabolomico per la caratterizzazione del profilo urinario di lavoratori esposti in un’industria del comparto metallurgico tramite spettroscopia NMR: uno studio pilota.
De Rosa, Michele; Giampaoli, Ottavia; Sciubba, Fabio; Patriarca, Adriano; Spagnoli, Mariangela; Tranfo, Giovanna; Sisto, R. - 04d Abstract in atti di convegno
conference: 9° Incontri Mediterranei di Igiene Industriale ed ambientale (Università degli Studi del Salento, Lecce (LE))
book: Atti congressuali - ()

11573/1692470 - 2023 - Individuazione di indicatori di effetto da esposizioni miste a sostanze pericolose in differenti attività lavorative: un progetto di dottorato di ricerca in Scienze chimiche
De Rosa, Michele; Marini, Federico; Astolfi, Maria Luisa; Maria Caccuri, Anna; Canepari, Silvia; Giampaoli, Ottavia; Gherardi, Monica; Tranfo, Giovanna; Spagnoli, Mariangela - 04f Poster
conference: 39° Congresso Nazionale di Igiene Industriale (Arenzano (GE))
book: Atti di congresso - ()

11573/1692642 - 2023 - La metabolomica e le sue applicazione nello studio dell’esposizione lavorativa.
Spagnoli, Mariangela; Tranfo, Giovanna; Giampaoli, Ottavia; Sciubba, Fabio; De Rosa, Michele; Patriarca, Adriano - 04d Abstract in atti di convegno
conference: 9° Incontri Mediterranei di Igiene Industriale ed ambientale (Università degli Studi del Salento, Lecce (LE))
book: Atti congressuali - ()

11573/1650883 - 2022 - A DFT study on the mechanism of NO and N2O decomposition catalysed by Cu(I) pairs in Cu-ZSM-5: revisited reactivity at the M6 ring
De Rosa, Michele; Morpurgo, Simone - 01a Articolo in rivista
paper: MOLECULAR CATALYSIS () pp. 1-12 - issn: 2468-8231 - wos: WOS:000783041000003 (7) - scopus: 2-s2.0-85126147662 (7)

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