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Distinction of Type 2 diabetes using PCA, miRNA as features
https://ipsj.ixsq.nii.ac.jp/records/92669
https://ipsj.ixsq.nii.ac.jp/records/926694be21c0e-ad0d-4a1e-bf4d-9486fd966bad
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
IPSJ-BIO13034027.pdf (621.3 kB)
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Copyright (c) 2013 by the Information Processing Society of Japan
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| オープンアクセス | ||
| Item type | SIG Technical Reports(1) | |||||||
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| 公開日 | 2013-06-20 | |||||||
| タイトル | ||||||||
| タイトル | Distinction of Type 2 diabetes using PCA, miRNA as features | |||||||
| タイトル | ||||||||
| 言語 | en | |||||||
| タイトル | Distinction of Type 2 diabetes using PCA, miRNA as features | |||||||
| 言語 | ||||||||
| 言語 | eng | |||||||
| キーワード | ||||||||
| 主題Scheme | Other | |||||||
| 主題 | 合同企画セッション：バイオデータマイニング | |||||||
| 資源タイプ | ||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_18gh | |||||||
| 資源タイプ | technical report | |||||||
| 著者所属 | ||||||||
| Department of Physics, Chuo University | ||||||||
| 著者所属 | ||||||||
| Department of Physics, Chuo University | ||||||||
| 著者所属(英) | ||||||||
| en | ||||||||
| Department of Physics, Chuo University | ||||||||
| 著者所属(英) | ||||||||
| en | ||||||||
| Department of Physics, Chuo University | ||||||||
| 著者名 |
Shodai, Katsukawa
Y-H.Taguchi
× Shodai, Katsukawa Y-H.Taguchi
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| 著者名(英) |
Shodai, Katsukawa
Y-H., Taguchi
× Shodai, Katsukawa Y-H., Taguchi
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| 論文抄録 | ||||||||
| 内容記述タイプ | Other | |||||||
| 内容記述 | Type II diabetes (T2D) was a critical symptom also related to other diseases including cancers. Thus, suppression of T2D is important. In this paper, we investigated microRNAs as candidates of drug targets and biomarkers. A recently proposed principal component analysis based linear discriminant analysis allows us to specify numerous miRNAs differently expressed between type II diabetes patients and healthy control. Type II diabetes, Impaired Fasting Glucose patients, and normal control are successfully discriminated by blood miRNAs. | |||||||
| 論文抄録(英) | ||||||||
| 内容記述タイプ | Other | |||||||
| 内容記述 | Type II diabetes (T2D) was a critical symptom also related to other diseases including cancers. Thus, suppression of T2D is important. In this paper, we investigated microRNAs as candidates of drug targets and biomarkers. A recently proposed principal component analysis based linear discriminant analysis allows us to specify numerous miRNAs differently expressed between type II diabetes patients and healthy control. Type II diabetes, Impaired Fasting Glucose patients, and normal control are successfully discriminated by blood miRNAs. | |||||||
| 書誌レコードID | ||||||||
| 収録物識別子タイプ | NCID | |||||||
| 収録物識別子 | AA12055912 | |||||||
| 書誌情報 |
研究報告バイオ情報学（BIO） 巻 2013-BIO-34, 号 27, p. 1-2, 発行日 2013-06-20 |
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| Notice | ||||||||
| SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc. | ||||||||
| 出版者 | ||||||||
| 言語 | ja | |||||||
| 出版者 | 情報処理学会 | |||||||
