Literature DB >> 34168201

Association of serum bilirubin levels with risk of cancer development and total death.

Toyoshi Inoguchi1, Naoki Nakashima2, Yasunobu Nohara3, Chinatsu Nojiri2.   

Abstract

Serum levels of bilirubin, a strong antioxidant, may influence cancer risk. We aimed to assess the association between serum bilirubin levels and cancer risk. Data were retrieved from 10-year electronic medical records at Kyushu University Hospital (Japan) for patients aged 20 to 69 years old. The associations of baseline bilirubin levels with cancer risk (lung, colon, breast, prostate, and cervical) were evaluated using a gradient boosting decision tree (GBDT) model, a machine learning algorithm, and Cox proportional hazard regression model, adjusted for age, smoking, body mass index, and diabetes. The number of study subjects was 29,080. Median follow-up time was 4.7 years. GBDT models illustrated that baseline bilirubin levels were negatively and non-linearly associated with the risk of lung (men), colon, and cervical cancer. In contrast, a U-shaped association was observed for breast and prostate cancer. Cox hazard regression analyses confirmed that baseline bilirubin levels (< 1.2 mg/dL) were negatively associated with lung cancer risk in men (HR = 0.474, 95% CI 0.271-0.828, P = 0.009) and cervical cancer risk (HR = 0.365, 95% CI 0.136-0.977, P = 0.045). Additionally, low bilirubin levels (< 0.6 mg/dL) were associated with total death (HR = 1.744, 95% CI 1.369-2.222, P < 0.001). Serum bilirubin may have a beneficial effect on the risk of some types of cancers.

Entities:  

Year:  2021        PMID: 34168201     DOI: 10.1038/s41598-021-92442-2

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  3 in total

1.  Interpreting Medical Information Using Machine Learning and Individual Conditional Expectation.

Authors:  Yasunobu Nohara; Yoshifumi Wakata; Naoki Nakashima
Journal:  Stud Health Technol Inform       Date:  2015

2.  Prevalence of the UGT1A1*28 promoter polymorphism and breast cancer risk among African American women in Memphis, TN.

Authors:  Alana Smith; Cheryl D Cropp; Gregory Vidal; Elizabeth Pritchard; Jennifer Cordero; Claire Simpson; Athena Starlard-Davenport
Journal:  Cancer Health Disparities       Date:  2019-08-19

3.  Glucuronidation of catechol estrogens by expressed human UDP-glucuronosyltransferases (UGTs) 1A1, 1A3, and 2B7.

Authors:  Z Cheng; G R Rios; C D King; B L Coffman; M D Green; B Mojarrabi; P I Mackenzie; T R Tephly
Journal:  Toxicol Sci       Date:  1998-09       Impact factor: 4.849

  3 in total
  1 in total

1.  Associations of Pre-Diagnostic Serum Levels of Total Bilirubin and Albumin With Lung Cancer Risk: Results From the Southern Community Cohort Study.

Authors:  Hyung-Suk Yoon; Xiao-Ou Shu; Chris Shidal; Jie Wu; William J Blot; Wei Zheng; Qiuyin Cai
Journal:  Front Oncol       Date:  2022-06-23       Impact factor: 5.738

  1 in total

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