A Combined Effect of Expression Levels of Obesity-Related Genes and Clinical Factors on Cancer Survival Rate.
Ting HuangXuan HuangYumin NieXiangkui ShiChuanjun ShuPublished in: BioMed research international (2020)
Obesity is directly associated with the risk of cancer in different organs, including breast, colon, and kidney. However, adipocytes could be utilized to control progression for some types of cancer, such as leukemia and breast cancer. To explore the potential correlation between adipocytes and cancer, the combined effect of expression levels of obesity-related genes and clinical factors (i.e., gender, race, menopausal status, history of smoking, tumor grade, body mass index (BMI), and history of drinking) on cancer survival rate was systemically studied. The expression levels of obesity-related genes in cancer tissues and normal tissues were downloaded from The Cancer Genome Atlas (TCGA). Kaplan-Meier curves were plotted using R programming language. The log-rank test was applied to explore the correlation between different clinical subgroups. The overexpression of the nine obesity-related genes (MC4R, TMEM18, KCTD15, GNPDA2, SH2B1, MTCH2, FTO, PCSK1, and GPR120) may associate with tumor-promoting factors in some organs (head and neck, gastrointestinal tract, liver, and gallbladder). Underexpressed LEPR, NEGR1, TMEM18, and SH2B1 genes prevented the progression and metastasis of kidney cancer. The combined effect of clinical factors and the expression levels of obesity-related genes on patients' survival was found to be significant. Our outcomes suggested that the alternations of DNA methylation patterns could result in the changes of expression levels of obesity-related genes, playing a critical role in tumor progression. The results of the current study may be utilized to supplement precision and personalized medicine, as well as provide novel insights for the development of treatment approaches for cancer.
Keyphrases
- papillary thyroid
- metabolic syndrome
- poor prognosis
- insulin resistance
- squamous cell
- type diabetes
- body mass index
- weight loss
- dna methylation
- weight gain
- squamous cell carcinoma
- childhood cancer
- genome wide
- chronic kidney disease
- mental health
- acute myeloid leukemia
- climate change
- single cell
- physical activity
- end stage renal disease
- glycemic control
- patient reported outcomes
- long non coding rna
- prognostic factors