Deep-learning-enabled multi-omics analyses for prediction of future metastasis in cancer.
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| Title: | Deep-learning-enabled multi-omics analyses for prediction of future metastasis in cancer. |
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| Authors: | Wang X; Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA.; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA., Duan M; Division of Mathematical Sciences, School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore City, 637371, Singapore., Su PL; Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, 494 Biomedical Research Tower, 460 W 10th Ave., Columbus, OH 43210, USA.; Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan, 138 Shengli Rd, Tainan 704, Taiwan., Li J; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA.; Department of Microbial Infection and Immunity, The Ohio State University College of Medicine, Columbus, OH, USA., Krull J; Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA.; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA., Jin J; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA.; Department of Microbial Infection and Immunity, The Ohio State University College of Medicine, Columbus, OH, USA., Chen H; Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA., Sun Y; Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA., Wu W; Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA., He K; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA.; Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, 494 Biomedical Research Tower, 460 W 10th Ave., Columbus, OH 43210, USA., Carpenter RL; Medical Sciences, Indiana University, Bloomington, IN 47405.; Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN 46202.; Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN 46202., Zhang C; Department of Biomedical Engineering, School of Medicine, Oregon Health and Sciences University, USA., Cao S; Department of Biomedical Engineering, School of Medicine, Oregon Health and Sciences University, USA., Xu D; Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211, USA.; Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO 65211, USA., Wang G; Center for Bioinformatics and Computational Biology, Houston Methodist Research Institute, Houston, TX 77030, USA.; Department of Cardiothoracic Surgery, Weill Cornell Medicine, Cornell University, New York, NY 10065, USA., Li L; Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA., Xin G; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA.; Department of Microbial Infection and Immunity, The Ohio State University College of Medicine, Columbus, OH, USA., Carbone DP; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA.; Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, 494 Biomedical Research Tower, 460 W 10th Ave., Columbus, OH 43210, USA., Li Z; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA., Ma Q; Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA.; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA. |
| Source: | BioRxiv : the preprint server for biology [bioRxiv] 2025 May 22. Date of Electronic Publication: 2025 May 22. |
| Publication Type: | Journal Article; Preprint |
| Journal Info: | Country of Publication: United States NLM ID: 101680187 Publication Model: Electronic Cited Medium: Internet ISSN: 2692-8205 (Electronic) Linking ISSN: 26928205 NLM ISO Abbreviation: bioRxiv Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40475399 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Deep-learning-enabled multi-omics analyses for prediction of future metastasis in cancer. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Wang+X%22">Wang X</searchLink>; Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA.; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA.<br /><searchLink fieldCode="AU" term="%22Duan+M%22">Duan M</searchLink>; Division of Mathematical Sciences, School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore City, 637371, Singapore.<br /><searchLink fieldCode="AU" term="%22Su+PL%22">Su PL</searchLink>; Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, 494 Biomedical Research Tower, 460 W 10th Ave., Columbus, OH 43210, USA.; Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan, 138 Shengli Rd, Tainan 704, Taiwan.<br /><searchLink fieldCode="AU" term="%22Li+J%22">Li J</searchLink>; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA.; Department of Microbial Infection and Immunity, The Ohio State University College of Medicine, Columbus, OH, USA.<br /><searchLink fieldCode="AU" term="%22Krull+J%22">Krull J</searchLink>; Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA.; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA.<br /><searchLink fieldCode="AU" term="%22Jin+J%22">Jin J</searchLink>; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA.; Department of Microbial Infection and Immunity, The Ohio State University College of Medicine, Columbus, OH, USA.<br /><searchLink fieldCode="AU" term="%22Chen+H%22">Chen H</searchLink>; Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA.<br /><searchLink fieldCode="AU" term="%22Sun+Y%22">Sun Y</searchLink>; Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA.<br /><searchLink fieldCode="AU" term="%22Wu+W%22">Wu W</searchLink>; Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA.<br /><searchLink fieldCode="AU" term="%22He+K%22">He K</searchLink>; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA.; Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, 494 Biomedical Research Tower, 460 W 10th Ave., Columbus, OH 43210, USA.<br /><searchLink fieldCode="AU" term="%22Carpenter+RL%22">Carpenter RL</searchLink>; Medical Sciences, Indiana University, Bloomington, IN 47405.; Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN 46202.; Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN 46202.<br /><searchLink fieldCode="AU" term="%22Zhang+C%22">Zhang C</searchLink>; Department of Biomedical Engineering, School of Medicine, Oregon Health and Sciences University, USA.<br /><searchLink fieldCode="AU" term="%22Cao+S%22">Cao S</searchLink>; Department of Biomedical Engineering, School of Medicine, Oregon Health and Sciences University, USA.<br /><searchLink fieldCode="AU" term="%22Xu+D%22">Xu D</searchLink>; Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211, USA.; Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO 65211, USA.<br /><searchLink fieldCode="AU" term="%22Wang+G%22">Wang G</searchLink>; Center for Bioinformatics and Computational Biology, Houston Methodist Research Institute, Houston, TX 77030, USA.; Department of Cardiothoracic Surgery, Weill Cornell Medicine, Cornell University, New York, NY 10065, USA.<br /><searchLink fieldCode="AU" term="%22Li+L%22">Li L</searchLink>; Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA.<br /><searchLink fieldCode="AU" term="%22Xin+G%22">Xin G</searchLink>; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA.; Department of Microbial Infection and Immunity, The Ohio State University College of Medicine, Columbus, OH, USA.<br /><searchLink fieldCode="AU" term="%22Carbone+DP%22">Carbone DP</searchLink>; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA.; Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, 494 Biomedical Research Tower, 460 W 10th Ave., Columbus, OH 43210, USA.<br /><searchLink fieldCode="AU" term="%22Li+Z%22">Li Z</searchLink>; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA.<br /><searchLink fieldCode="AU" term="%22Ma+Q%22">Ma Q</searchLink>; Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA.; Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101680187%22">BioRxiv : the preprint server for biology</searchLink> [bioRxiv] 2025 May 22. <i>Date of Electronic Publication: </i>2025 May 22. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Preprint – Name: TitleSource Label: Journal Info Group: Src Data: <i>Country of Publication: </i>United States <i>NLM ID: </i>101680187 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2692-8205 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2226928205%22">26928205 </searchLink><i>NLM ISO Abbreviation: </i>bioRxiv <i>Subsets: </i>PubMed not MEDLINE |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1101/2025.05.16.654579 Languages: – Code: eng Text: English Titles: – TitleFull: Deep-learning-enabled multi-omics analyses for prediction of future metastasis in cancer. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Wang X – PersonEntity: Name: NameFull: Duan M – PersonEntity: Name: NameFull: Su PL – PersonEntity: Name: NameFull: Li J – PersonEntity: Name: NameFull: Krull J – PersonEntity: Name: NameFull: Jin J – PersonEntity: Name: NameFull: Chen H – PersonEntity: Name: NameFull: Sun Y – PersonEntity: Name: NameFull: Wu W – PersonEntity: Name: NameFull: He K – PersonEntity: Name: NameFull: Carpenter RL – PersonEntity: Name: NameFull: Zhang C – PersonEntity: Name: NameFull: Cao S – PersonEntity: Name: NameFull: Xu D – PersonEntity: Name: NameFull: Wang G – PersonEntity: Name: NameFull: Li L – PersonEntity: Name: NameFull: Xin G – PersonEntity: Name: NameFull: Carbone DP – PersonEntity: Name: NameFull: Li Z – PersonEntity: Name: NameFull: Ma Q IsPartOfRelationships: – BibEntity: Dates: – D: 22 M: 05 Text: 2025 May 22 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 2692-8205 Titles: – TitleFull: BioRxiv : the preprint server for biology Type: main |
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