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Grant support

This research is being conducted as part of the HealthyW8 project, which received funding from the European Union's Horizon Europe Research and Innovation Programme under the grant agreement no 101080645. JAT, CB, AS and MM- M are also funded by CIBEROBN (CB12/03/30038) of the Instituto de Salud Carlos III, Spain. YD has received funding from the EU Horizon 2020 project COVIRNA (grant agreement # 101016072), the National Research Fund (grants # C14/BM/8225223, C17/BM/11613033 and COVID- 19/2020- 1/14719577/miRCOVID), the COST Association (Actions # CA17129 and CA21153), the Ministry of Higher Education and Research (no specific grant no.) and the Heart Foundation- Daniel Wagner of Luxembourg (no specific grant no).

Analysis of institutional authors

De-Magistris, TizianaAuthor

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September 24, 2024
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Multicomponent (bio)markers for obesity risk prediction: a scoping review protocol

Publicated to:Bmj Open. 14 (3): e083558- - 2024-03-01 14(3), DOI: 10.1136/bmjopen-2023-083558

Authors: Vahid, Farhad; Dessenne, Coralie; Tur, Josep A; Bouzas, Cristina; Devaux, Yvan; Malisoux, Laurent; Monserrat-Mesquida, Margalida; Sureda, Antoni; Desai, Mahesh S; Turner, Jonathan D; Lamy, Elsa; Perez-Jimenez, Maria; Ravn-Haren, Gitte; Andersen, Rikke; Forberger, Sarah; Nagrani, Rajini; Ouzzahra, Yacine; Fontefrancesco, Michele Filippo; Onorati, Maria Giovanna; Bonetti, Gino Gabriel; de-Magistris, Tiziana; Bohn, Torsten

Affiliations

CIBEROBN ISCIII, Palma De Mallorca, Spain - Author
Ctr Invest & Tecnol Agroalimentaria Aragon, Zaragoza, Spain - Author
Leibniz Inst Prevent Res & Epidemiol BIPS, Bremen, Germany - Author
Luxembourg Inst Hlth, Dept Infect & Immun, Esch Sur Alzette, Luxembourg - Author
Luxembourg Inst Hlth, Dept Precis Hlth, Strassen, Luxembourg - Author
Luxembourg Inst Hlth, Sci Off, Strassen, Luxembourg - Author
Tech Univ Denmark, Lyngby, Denmark - Author
Univ Balearic Isl IUNICS, Res Grp Community Nutr & Oxidat Stress, IdISBa, Palma De Mallorca, Spain - Author
Univ Evora, CHANGE Global Change & Sustainabil Inst, Evora, Portugal - Author
Univ Evora, MED Mediterranean Inst Agr Environm & Dev, Evora, Portugal - Author
Univ Gastron Sci, Pollenzo, Italy - Author
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Abstract

Introduction Despite international efforts, the number of individuals struggling with obesity is still increasing. An important aspect of obesity prevention relates to identifying individuals at risk at early stage, allowing for timely risk stratification and initiation of countermeasures. However, obesity is complex and multifactorial by nature, and one isolated (bio)marker is unlikely to enable an optimal risk stratification and prognosis for the individual; rather, a combined set is required. Such a multicomponent interpretation would integrate biomarkers from various domains, such as classical markers (eg, anthropometrics, blood lipids), multiomics (eg, genetics, proteomics, metabolomics), lifestyle and behavioural attributes (eg, diet, physical activity, sleep patterns), psychological traits (mental health status such as depression) and additional host factors (eg, gut microbiota diversity), also by means of advanced interpretation tools such as machine learning. In this paper, we will present a protocol that will be employed for a scoping review that attempts to summarise and map the state-of-the-art in the area of multicomponent (bio)markers related to obesity, focusing on the usability and effectiveness of such biomarkers.Methods and analysis PubMed, Scopus, CINAHL and Embase databases will be searched using predefined key terms to identify peer-reviewed articles published in English until January 2024. Once downloaded into EndNote for deduplication, CADIMA will be employed to review and select abstracts and full-text articles in a two-step procedure, by two independent reviewers. Data extraction will then be carried out by several independent reviewers. Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews and Peer Review of Electronic Search Strategies guidelines will be followed. Combinations employing at least two biomarkers from different domains will be mapped and discussed.Ethics and dissemination Ethical approval is not required; data will rely on published articles. Findings will be published open access in an international peer-reviewed journal. This review will allow guiding future directions for research and public health strategies on obesity prevention, paving the way towards multicomponent interventions.

Keywords

AnthropometryBehaviorBiomarkersDatabases, factualHumansObesityPrimary preventioPrimary preventionPublic healthQuality of lifeResearch designReview literature as topicScoping reviews as topic

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Bmj Open due to its progression and the good impact it has achieved in recent years, according to the agency Scopus (SJR), it has become a reference in its field. In the year of publication of the work, 2024 there are still no calculated indicators, but in 2023, it was in position , thus managing to position itself as a Q1 (Primer Cuartil), in the category Medicine (Miscellaneous).

Independientemente del impacto esperado determinado por el canal de difusión, es importante destacar el impacto real observado de la propia aportación.

Según las diferentes agencias de indexación, el número de citas acumuladas por esta publicación hasta la fecha 2025-08-06:

  • WoS: 5
  • Scopus: 5
  • Europe PMC: 3

Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-08-06:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 32.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 64 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 10.1.
  • The number of mentions on the social network Facebook: 1 (Altmetric).
  • The number of mentions on the social network X (formerly Twitter): 6 (Altmetric).

Leadership analysis of institutional authors

This work has been carried out with international collaboration, specifically with researchers from: Denmark; Germany; Italy; Luxembourg; Portugal.