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Unraveling lung cancer dynamics: a new metabolic signature improving the prediction of recurrence in resected lung adenocarcinoma.

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Title: Unraveling lung cancer dynamics: a new metabolic signature improving the prediction of recurrence in resected lung adenocarcinoma.
Authors: Jacobs F; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.; Medical Oncology Unit, Cardinal Massaia Hospital, 14100, Asti, Italy., Manganaro L; aizoOn Technology & Consulting, 10146, Turin, Italy., D'Ambrosio L; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.; Oncology Unit, Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, , 10043, Orbassano, Italy., Corà D; Department of Translational Medicine (DIMET), University of Piemonte Orientale, I-28100, Novara, Italy.; Center for Translational Research on Autoimmune and Allergic Disease (CAAD), I-28100, Novara, Italy., Olivero M; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy., Napoli F; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy., Filippis M; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy., Cetoretta V; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy., Garbo E; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy., Mele T; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy., Arigoni M; Department of Molecular Biotechnology and Health Sciences, University of Turin, 10125, Turin, Italy., Zanella ER; Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, Italy., Parab S; Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, Italy.; Department of Oncology, University of Turin, 10060, Candiolo, Italy., Munir HMW; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy., Picca F; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy., Taulli R; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.; Molecular Biotechnology Center 'Guido Tarone', University of Turin, 10126, Turin, Italy., Bersani F; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.; Molecular Biotechnology Center 'Guido Tarone', University of Turin, 10126, Turin, Italy., Merlini A; Oncology Unit, Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, , 10043, Orbassano, Italy.; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy., Calogero R; Department of Molecular Biotechnology and Health Sciences, University of Turin, 10125, Turin, Italy., Trusolino L; Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, Italy.; Department of Oncology, University of Turin, 10060, Candiolo, Italy., Primo L; Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, Italy.; Department of Oncology, University of Turin, 10060, Candiolo, Italy., Righi L; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy., Volante M; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy., Leo F; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.; Thoracic Surgery Division, Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, , 10043, Orbassano, Italy., Ruffini E; Department of Surgical Sciences, University of Turin, Città Della Salute e Della Scienza Hospital, , Turin, Italy.; Thoracic Surgery Department, Città Della Salute e Della Scienza Hospital, Turin, Italy., Papotti M; Department of Oncology, University of Turin, Città Della Salute e Della Scienza Hospital, Turin, Italy.; Pathology Unit, Città Della Salute e Della Scienza Hospital, Turin, Italy., Bussolino F; Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, Italy.; Department of Oncology, University of Turin, 10060, Candiolo, Italy., Novello S; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.; Oncology Unit, Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, , 10043, Orbassano, Italy.; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy., Scagliotti GV; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy., Bironzo P; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.; Oncology Unit, Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, , 10043, Orbassano, Italy., Doronzo G; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy. gabriella.doronzo@unito.it.
Source: Journal of translational medicine [J Transl Med] 2026 Mar 10; Vol. 24 (1). Date of Electronic Publication: 2026 Mar 10.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101190741 Publication Model: Electronic Cited Medium: Internet ISSN: 1479-5876 (Electronic) Linking ISSN: 14795876 NLM ISO Abbreviation: J Transl Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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DbLabel: MEDLINE Ultimate
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PubType: Academic Journal
PubTypeId: academicJournal
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  Data: Unraveling lung cancer dynamics: a new metabolic signature improving the prediction of recurrence in resected lung adenocarcinoma.
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  Data: <searchLink fieldCode="AU" term="%22Jacobs+F%22">Jacobs F</searchLink>; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.; Medical Oncology Unit, Cardinal Massaia Hospital, 14100, Asti, Italy.<br /><searchLink fieldCode="AU" term="%22Manganaro+L%22">Manganaro L</searchLink>; aizoOn Technology & Consulting, 10146, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22D'Ambrosio+L%22">D'Ambrosio L</searchLink>; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.; Oncology Unit, Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, , 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Corà+D%22">Corà D</searchLink>; Department of Translational Medicine (DIMET), University of Piemonte Orientale, I-28100, Novara, Italy.; Center for Translational Research on Autoimmune and Allergic Disease (CAAD), I-28100, Novara, Italy.<br /><searchLink fieldCode="AU" term="%22Olivero+M%22">Olivero M</searchLink>; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Napoli+F%22">Napoli F</searchLink>; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Filippis+M%22">Filippis M</searchLink>; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Cetoretta+V%22">Cetoretta V</searchLink>; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Garbo+E%22">Garbo E</searchLink>; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Mele+T%22">Mele T</searchLink>; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Arigoni+M%22">Arigoni M</searchLink>; Department of Molecular Biotechnology and Health Sciences, University of Turin, 10125, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Zanella+ER%22">Zanella ER</searchLink>; Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, Italy.<br /><searchLink fieldCode="AU" term="%22Parab+S%22">Parab S</searchLink>; Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, Italy.; Department of Oncology, University of Turin, 10060, Candiolo, Italy.<br /><searchLink fieldCode="AU" term="%22Munir+HMW%22">Munir HMW</searchLink>; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Picca+F%22">Picca F</searchLink>; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Taulli+R%22">Taulli R</searchLink>; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.; Molecular Biotechnology Center 'Guido Tarone', University of Turin, 10126, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Bersani+F%22">Bersani F</searchLink>; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.; Molecular Biotechnology Center 'Guido Tarone', University of Turin, 10126, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Merlini+A%22">Merlini A</searchLink>; Oncology Unit, Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, , 10043, Orbassano, Italy.; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Calogero+R%22">Calogero R</searchLink>; Department of Molecular Biotechnology and Health Sciences, University of Turin, 10125, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Trusolino+L%22">Trusolino L</searchLink>; Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, Italy.; Department of Oncology, University of Turin, 10060, Candiolo, Italy.<br /><searchLink fieldCode="AU" term="%22Primo+L%22">Primo L</searchLink>; Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, Italy.; Department of Oncology, University of Turin, 10060, Candiolo, Italy.<br /><searchLink fieldCode="AU" term="%22Righi+L%22">Righi L</searchLink>; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Volante+M%22">Volante M</searchLink>; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Leo+F%22">Leo F</searchLink>; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.; Thoracic Surgery Division, Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, , 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Ruffini+E%22">Ruffini E</searchLink>; Department of Surgical Sciences, University of Turin, Città Della Salute e Della Scienza Hospital, , Turin, Italy.; Thoracic Surgery Department, Città Della Salute e Della Scienza Hospital, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Papotti+M%22">Papotti M</searchLink>; Department of Oncology, University of Turin, Città Della Salute e Della Scienza Hospital, Turin, Italy.; Pathology Unit, Città Della Salute e Della Scienza Hospital, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Bussolino+F%22">Bussolino F</searchLink>; Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, Italy.; Department of Oncology, University of Turin, 10060, Candiolo, Italy.<br /><searchLink fieldCode="AU" term="%22Novello+S%22">Novello S</searchLink>; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.; Oncology Unit, Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, , 10043, Orbassano, Italy.; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Scagliotti+GV%22">Scagliotti GV</searchLink>; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Bironzo+P%22">Bironzo P</searchLink>; Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy.; Oncology Unit, Department of Oncology, University of Turin, San Luigi Gonzaga University Hospital, , 10043, Orbassano, Italy.<br /><searchLink fieldCode="AU" term="%22Doronzo+G%22">Doronzo G</searchLink>; Department of Oncology, University of Turin, Translational Oncology Laboratory 'Paola Gilardi', San Luigi Gonzaga University Hospital, 10043, Orbassano, Italy. gabriella.doronzo@unito.it.
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