Clinically interpretable nomogram combining body composition and clinicopathological features for one year survival prediction in advanced solid tumors.
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| Title: | Clinically interpretable nomogram combining body composition and clinicopathological features for one year survival prediction in advanced solid tumors. |
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| Authors: | Bruschi G; Department of Information Engineering, Marche Polytechnic University, Ancona, Italy., Paoloni F; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy., Pecci F; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy. peccifede91@gmail.com.; Department of Medicine and Surgery, University of Parma, Parma, Italy. peccifede91@gmail.com., Tola E; Department of Clinical, Special, and Dental Sciences (DISCO), Department of Radiological Sciences, Marche Polytechnic University, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy., Cognigni V; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy., Galassi T; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy., Borgheresi A; Department of Clinical, Special, and Dental Sciences (DISCO), Department of Radiological Sciences, Marche Polytechnic University, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy., Cantini L; Fortrea Inc., Durham, NC, USA., Santamaria L; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy., Gualtieri M; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy., Lunerti V; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy., Chiodi N; Department of Clinical and Molecular Sciences, Marche Polytechnic University, Ancona, Italy., Agostinelli V; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy., Di Pietro Paolo M; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy., Sbrollini A; Department of Information Engineering, Marche Polytechnic University, Ancona, Italy., Agostini A; Department of Clinical, Special, and Dental Sciences (DISCO), Department of Radiological Sciences, Marche Polytechnic University, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy., Mentrasti G; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy., Ficarra S; Division of Population Sciences, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA.; Medical School, Harvard University, Cambridge, USA., Mazzaschi G; Department of Medicine and Surgery, University of Parma, Parma, Italy.; Medical Oncology Unit, Ospedale di Parma, Parma, Italy., Parisi A; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy., Giampieri R; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy., Saini KS; Fortrea Inc., Durham, NC, USA.; Cambridge University Hospitals NHS Foundation Trust, Addenbrooke's Hospital, Cambridge, UK., Buti S; Department of Medicine and Surgery, University of Parma, Parma, Italy.; Medical Oncology Unit, Ospedale di Parma, Parma, Italy., Tiseo M; Department of Medicine and Surgery, University of Parma, Parma, Italy.; Medical Oncology Unit, Ospedale di Parma, Parma, Italy., Vignini A; Department of Clinical, Special, and Dental Sciences (DISCO), Department of Clinical Sciences, Section of Biochemistry, Biology and Physics, Marche Polytechnic University, Ancona, Italy., Giovagnoni A; Department of Clinical, Special, and Dental Sciences (DISCO), Department of Radiological Sciences, Marche Polytechnic University, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy., Burattini L; Department of Information Engineering, Marche Polytechnic University, Ancona, Italy., Berardi R; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy. r.berardi@staff.univpm.it. |
| Source: | Scientific reports [Sci Rep] 2026 Mar 12; Vol. 16 (1). Date of Electronic Publication: 2026 Mar 12. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41813706 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Clinically interpretable nomogram combining body composition and clinicopathological features for one year survival prediction in advanced solid tumors. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Bruschi+G%22">Bruschi G</searchLink>; Department of Information Engineering, Marche Polytechnic University, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Paoloni+F%22">Paoloni F</searchLink>; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Pecci+F%22">Pecci F</searchLink>; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy. peccifede91@gmail.com.; Department of Medicine and Surgery, University of Parma, Parma, Italy. peccifede91@gmail.com.<br /><searchLink fieldCode="AU" term="%22Tola+E%22">Tola E</searchLink>; Department of Clinical, Special, and Dental Sciences (DISCO), Department of Radiological Sciences, Marche Polytechnic University, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Cognigni+V%22">Cognigni V</searchLink>; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Galassi+T%22">Galassi T</searchLink>; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Borgheresi+A%22">Borgheresi A</searchLink>; Department of Clinical, Special, and Dental Sciences (DISCO), Department of Radiological Sciences, Marche Polytechnic University, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Cantini+L%22">Cantini L</searchLink>; Fortrea Inc., Durham, NC, USA.<br /><searchLink fieldCode="AU" term="%22Santamaria+L%22">Santamaria L</searchLink>; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Gualtieri+M%22">Gualtieri M</searchLink>; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Lunerti+V%22">Lunerti V</searchLink>; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Chiodi+N%22">Chiodi N</searchLink>; Department of Clinical and Molecular Sciences, Marche Polytechnic University, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Agostinelli+V%22">Agostinelli V</searchLink>; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Di+Pietro+Paolo+M%22">Di Pietro Paolo M</searchLink>; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Sbrollini+A%22">Sbrollini A</searchLink>; Department of Information Engineering, Marche Polytechnic University, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Agostini+A%22">Agostini A</searchLink>; Department of Clinical, Special, and Dental Sciences (DISCO), Department of Radiological Sciences, Marche Polytechnic University, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Mentrasti+G%22">Mentrasti G</searchLink>; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Ficarra+S%22">Ficarra S</searchLink>; Division of Population Sciences, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA.; Medical School, Harvard University, Cambridge, USA.<br /><searchLink fieldCode="AU" term="%22Mazzaschi+G%22">Mazzaschi G</searchLink>; Department of Medicine and Surgery, University of Parma, Parma, Italy.; Medical Oncology Unit, Ospedale di Parma, Parma, Italy.<br /><searchLink fieldCode="AU" term="%22Parisi+A%22">Parisi A</searchLink>; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Giampieri+R%22">Giampieri R</searchLink>; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Saini+KS%22">Saini KS</searchLink>; Fortrea Inc., Durham, NC, USA.; Cambridge University Hospitals NHS Foundation Trust, Addenbrooke's Hospital, Cambridge, UK.<br /><searchLink fieldCode="AU" term="%22Buti+S%22">Buti S</searchLink>; Department of Medicine and Surgery, University of Parma, Parma, Italy.; Medical Oncology Unit, Ospedale di Parma, Parma, Italy.<br /><searchLink fieldCode="AU" term="%22Tiseo+M%22">Tiseo M</searchLink>; Department of Medicine and Surgery, University of Parma, Parma, Italy.; Medical Oncology Unit, Ospedale di Parma, Parma, Italy.<br /><searchLink fieldCode="AU" term="%22Vignini+A%22">Vignini A</searchLink>; Department of Clinical, Special, and Dental Sciences (DISCO), Department of Clinical Sciences, Section of Biochemistry, Biology and Physics, Marche Polytechnic University, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Giovagnoni+A%22">Giovagnoni A</searchLink>; Department of Clinical, Special, and Dental Sciences (DISCO), Department of Radiological Sciences, Marche Polytechnic University, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Burattini+L%22">Burattini L</searchLink>; Department of Information Engineering, Marche Polytechnic University, Ancona, Italy.<br /><searchLink fieldCode="AU" term="%22Berardi+R%22">Berardi R</searchLink>; Marche Polytechnic University, Clinical Oncology, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy. r.berardi@staff.univpm.it. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Mar 12; Vol. 16 (1). <i>Date of Electronic Publication: </i>2026 Mar 12. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101563288 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2045-2322 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220452322%22">20452322 </searchLink><i>NLM ISO Abbreviation: </i>Sci Rep <i>Subsets: </i>MEDLINE |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-026-37510-1 Languages: – Code: eng Text: English Titles: – TitleFull: Clinically interpretable nomogram combining body composition and clinicopathological features for one year survival prediction in advanced solid tumors. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Bruschi G – PersonEntity: Name: NameFull: Paoloni F – PersonEntity: Name: NameFull: Pecci F – PersonEntity: Name: NameFull: Tola E – PersonEntity: Name: NameFull: Cognigni V – PersonEntity: Name: NameFull: Galassi T – PersonEntity: Name: NameFull: Borgheresi A – PersonEntity: Name: NameFull: Cantini L – PersonEntity: Name: NameFull: Santamaria L – PersonEntity: Name: NameFull: Gualtieri M – PersonEntity: Name: NameFull: Lunerti V – PersonEntity: Name: NameFull: Chiodi N – PersonEntity: Name: NameFull: Agostinelli V – PersonEntity: Name: NameFull: Di Pietro Paolo M – PersonEntity: Name: NameFull: Sbrollini A – PersonEntity: Name: NameFull: Agostini A – PersonEntity: Name: NameFull: Mentrasti G – PersonEntity: Name: NameFull: Ficarra S – PersonEntity: Name: NameFull: Mazzaschi G – PersonEntity: Name: NameFull: Parisi A – PersonEntity: Name: NameFull: Giampieri R – PersonEntity: Name: NameFull: Saini KS – PersonEntity: Name: NameFull: Buti S – PersonEntity: Name: NameFull: Tiseo M – PersonEntity: Name: NameFull: Vignini A – PersonEntity: Name: NameFull: Giovagnoni A – PersonEntity: Name: NameFull: Burattini L – PersonEntity: Name: NameFull: Berardi R IsPartOfRelationships: – BibEntity: Dates: – D: 12 M: 03 Text: 2026 Mar 12 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2045-2322 Numbering: – Type: volume Value: 16 – Type: issue Value: 1 Titles: – TitleFull: Scientific reports Type: main |
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