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Machine learning and multi-dimensional transcriptomics reveal the key molecular network of benzo(a)pyrene/NNK in promoting laryngeal cancer and develop prognostic models.

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Title: Machine learning and multi-dimensional transcriptomics reveal the key molecular network of benzo(a)pyrene/NNK in promoting laryngeal cancer and develop prognostic models.
Authors: Hu Y; Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China., He Z; Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China., Li S; Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China., Han B; Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China., Yang X; Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China; Sleep Medicine Centre, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China., Chen X; Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China; Sleep Medicine Centre, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China. Electronic address: zn_chenxiong@whu.edu.cn.
Source: Environmental pollution (Barking, Essex : 1987) [Environ Pollut] 2026 Jul 15; Vol. 401, pp. 128275. Date of Electronic Publication: 2026 May 08.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 8804476 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-6424 (Electronic) Linking ISSN: 02697491 NLM ISO Abbreviation: Environ Pollut Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine learning and multi-dimensional transcriptomics reveal the key molecular network of benzo(a)pyrene/NNK in promoting laryngeal cancer and develop prognostic models.
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  Data: <searchLink fieldCode="AU" term="%22Hu+Y%22">Hu Y</searchLink>; Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China.<br /><searchLink fieldCode="AU" term="%22He+Z%22">He Z</searchLink>; Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China.<br /><searchLink fieldCode="AU" term="%22Li+S%22">Li S</searchLink>; Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China.<br /><searchLink fieldCode="AU" term="%22Han+B%22">Han B</searchLink>; Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China.<br /><searchLink fieldCode="AU" term="%22Yang+X%22">Yang X</searchLink>; Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China; Sleep Medicine Centre, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China.<br /><searchLink fieldCode="AU" term="%22Chen+X%22">Chen X</searchLink>; Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China; Sleep Medicine Centre, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China. Electronic address: zn_chenxiong@whu.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%228804476%22">Environmental pollution (Barking, Essex : 1987)</searchLink> [Environ Pollut] 2026 Jul 15; Vol. 401, pp. 128275. <i>Date of Electronic Publication: </i>2026 May 08.
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        Value: 10.1016/j.envpol.2026.128275
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        Text: English
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        StartPage: 128275
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      – TitleFull: Machine learning and multi-dimensional transcriptomics reveal the key molecular network of benzo(a)pyrene/NNK in promoting laryngeal cancer and develop prognostic models.
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              Text: 2026 Jul 15
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              Value: 401
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            – TitleFull: Environmental pollution (Barking, Essex : 1987)
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