Leveraging transcriptomics, Mendelian randomization, and double machine learning algorithm for causal biomarker discovery and prognostic signature development in the context of graphene-related lung adenocarcinoma.
Saved in:
| Title: | Leveraging transcriptomics, Mendelian randomization, and double machine learning algorithm for causal biomarker discovery and prognostic signature development in the context of graphene-related lung adenocarcinoma. |
|---|---|
| Authors: | Cao Z; The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China., Ma ML; Department of Oncology, Qingdao Municipal Hospital, University of Health and Rehabilitation Sciences, Qingdao, China., Xiao Y; The Second Affiliated Hospital of Guangdong Medical University, School of Ocean and Tropical Medicine, Guangdong Medical University, Zhanjiang, China., Zhang Y; The Second Affiliated Hospital of Guangdong Medical University, School of Ocean and Tropical Medicine, Guangdong Medical University, Zhanjiang, China., Chen Y; Department of Quality Management, Xiangyang Blood Center, Xiangyang, China., Zhu X; The Second Affiliated Hospital of Guangdong Medical University, School of Ocean and Tropical Medicine, Guangdong Medical University, Zhanjiang, China. |
| Source: | Computer methods in biomechanics and biomedical engineering [Comput Methods Biomech Biomed Engin] 2025 Dec 24, pp. 1-22. Date of Electronic Publication: 2025 Dec 24. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Informa Healthcare Country of Publication: England NLM ID: 9802899 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-8259 (Electronic) Linking ISSN: 10255842 NLM ISO Abbreviation: Comput Methods Biomech Biomed Engin Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
|---|---|
| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41439305 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: Leveraging transcriptomics, Mendelian randomization, and double machine learning algorithm for causal biomarker discovery and prognostic signature development in the context of graphene-related lung adenocarcinoma. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Cao+Z%22">Cao Z</searchLink>; The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China.<br /><searchLink fieldCode="AU" term="%22Ma+ML%22">Ma ML</searchLink>; Department of Oncology, Qingdao Municipal Hospital, University of Health and Rehabilitation Sciences, Qingdao, China.<br /><searchLink fieldCode="AU" term="%22Xiao+Y%22">Xiao Y</searchLink>; The Second Affiliated Hospital of Guangdong Medical University, School of Ocean and Tropical Medicine, Guangdong Medical University, Zhanjiang, China.<br /><searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; The Second Affiliated Hospital of Guangdong Medical University, School of Ocean and Tropical Medicine, Guangdong Medical University, Zhanjiang, China.<br /><searchLink fieldCode="AU" term="%22Chen+Y%22">Chen Y</searchLink>; Department of Quality Management, Xiangyang Blood Center, Xiangyang, China.<br /><searchLink fieldCode="AU" term="%22Zhu+X%22">Zhu X</searchLink>; The Second Affiliated Hospital of Guangdong Medical University, School of Ocean and Tropical Medicine, Guangdong Medical University, Zhanjiang, China. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229802899%22">Computer methods in biomechanics and biomedical engineering</searchLink> [Comput Methods Biomech Biomed Engin] 2025 Dec 24, pp. 1-22. <i>Date of Electronic Publication: </i>2025 Dec 24. – 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="%22Informa+Healthcare%22">Informa Healthcare </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9802899 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1476-8259 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2210255842%22">10255842 </searchLink><i>NLM ISO Abbreviation: </i>Comput Methods Biomech Biomed Engin <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41439305 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1080/10255842.2025.2606227 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1 Titles: – TitleFull: Leveraging transcriptomics, Mendelian randomization, and double machine learning algorithm for causal biomarker discovery and prognostic signature development in the context of graphene-related lung adenocarcinoma. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Cao Z – PersonEntity: Name: NameFull: Ma ML – PersonEntity: Name: NameFull: Xiao Y – PersonEntity: Name: NameFull: Zhang Y – PersonEntity: Name: NameFull: Chen Y – PersonEntity: Name: NameFull: Zhu X IsPartOfRelationships: – BibEntity: Dates: – D: 24 M: 12 Text: 2025 Dec 24 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 1476-8259 Titles: – TitleFull: Computer methods in biomechanics and biomedical engineering Type: main |
| ResultId | 1 |
