Fish to meat intake ratio and cooking oils are associated with hepatitis C virus carriers with persistently normal alanine aminotransferase levels

被引:4
|
作者
Otsuka, Momoka [2 ]
Uchida, Yuki [3 ]
Kawaguchi, Takumi [1 ,4 ]
Taniguchi, Eitaro [4 ]
Kawaguchi, Atsushi [6 ]
Kitani, Shingo [7 ]
Itou, Minoru [4 ]
Oriishi, Tetsuharu [4 ]
Kakuma, Tatsuyuki [6 ]
Tanaka, Suiko [3 ]
Yagi, Minoru [2 ,5 ]
Sata, Michio [1 ,4 ]
机构
[1] Kurume Univ, Sch Med, Dept Digest Dis Informat & Res, Kurume, Fukuoka 8300011, Japan
[2] Kurume Univ Hosp, Dept Clin Nutr, Kurume, Fukuoka, Japan
[3] Kurume Univ Hosp, Dept Nutr, Kurume, Fukuoka, Japan
[4] Kurume Univ, Sch Med, Dept Med, Kurume, Fukuoka 8300011, Japan
[5] Kurume Univ, Sch Med, Dept Pediat Surg, Kurume, Fukuoka 8300011, Japan
[6] Kurume Univ, Ctr Biostat, Kurume, Fukuoka 8300011, Japan
[7] Kurume Univ, Grad Sch Med, Dept Biostat, Kurume, Fukuoka 8300011, Japan
关键词
data-mining; diet; hepatitis C virus carriers with persistently normal alanine transaminase levels; nutrition; FATTY LIVER-DISEASE; ANTIVIRAL THERAPY; DIETARY PATTERNS; LINOLEIC ACIDS; SEVERITY; PNPLA3; RISK; FIBROSIS; INFLAMMATION; CONSUMPTION;
D O I
10.1111/j.1872-034X.2012.01014.x
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Aim: Dietary habits are involved in the development of chronic inflammation; however, the impact of dietary profiles of hepatitis C virus carriers with persistently normal alanine transaminase levels (HCV-PNALT) remains unclear. The decision-tree algorithm is a data-mining statistical technique, which uncovers meaningful profiles of factors from a data collection. We aimed to investigate dietary profiles associated with HCV-PNALT using a decision-tree algorithm. Methods: Twenty-seven HCV-PNALT and 41 patients with chronic hepatitis C were enrolled in this study. Dietary habit was assessed using a validated semiquantitative food frequency questionnaire. A decision-tree algorithm was created by dietary variables, and was evaluated by area under the receiver operating characteristic curve analysis (AUROC). Results: In multivariate analysis, fish to meat ratio, dairy product and cooking oils were identified as independent variables associated with HCV-PNALT. The decision-tree algorithm was created with two variables: a fish to meat ratio and cooking oils/ideal bodyweight. When subjects showed a fish to meat ratio of 1.24 or more, 68.8% of the subjects were HCV-PNALT. On the other hand, 11.5% of the subjects were HCV-PNALT when subjects showed a fish to meat ratio of less than 1.24 and cooking oil/ideal bodyweight of less than 0.23 g/kg. The difference in the proportion of HCV-PNALT between these groups are significant (odds ratio 16.87, 95% CI 3.4083.67, P = 0.0005). Fivefold cross-validation of the decision-tree algorithm showed an AUROC of 0.6947 (95% CI 0.56560.8238, P = 0.0067). Conclusion: The decision-tree algorithm disclosed that fish to meat ratio and cooking oil/ideal bodyweight were associated with HCV-PNALT.
引用
收藏
页码:982 / 989
页数:8
相关论文
共 22 条
  • [21] Effect of Caffeine-Containing Beverage Consumption on Serum Alanine Aminotransferase Levels in Patients with Chronic Hepatitis C Virus Infection: A Hospital-Based Cohort Study
    Sasaki, Yachiyo
    Ohfuji, Satoko
    Fukushima, Wakaba
    Tamori, Akihiro
    Enomoto, Masaru
    Habu, Daiki
    Iwai, Shuji
    Uchida-Kobayashi, Sawako
    Fujii, Hideki
    Shiomi, Susumu
    Kawada, Norifumi
    Hirota, Yoshio
    PLOS ONE, 2013, 8 (12):
  • [22] High Post-treatment -Fetoprotein Levels and Aspartate Aminotransferase-to-Platelet Ratio Index Predict Hepatocellular Carcinoma in Hepatitis C Virus Decompensated Cirrhotic Patients with Sustained Virological Response After Antiviral Therapy
    Ji, Fanpu
    Zhou, Rui
    Wang, Wenjun
    Bai, Dan
    He, Caini
    Cai, Zhifang
    Shen, Yuan
    Wang, Shengbang
    Deng, Hong
    Li, Zongfang
    JOURNAL OF INTERFERON AND CYTOKINE RESEARCH, 2017, 37 (08): : 362 - 368