Department of Physiological Nursing, University of California, San Francisco, 2 Koret Way, #605L, San Francisco, CA, 94143-0610, USA.
Institute for Human Genetics, University of California, San Francisco, San Francisco, CA, USA.
Support Care Cancer. 2018 Mar;26(3):739-750. doi: 10.1007/s00520-017-3883-5. Epub 2017 Sep 25.
Fatigue is the most common symptom associated with cancer and its treatment. Investigation of molecular mechanisms associated with fatigue in oncology patients may identify new therapeutic targets. The objectives of this study were to evaluate the relationships between gene expression and perturbations in biological pathways and evening fatigue severity in oncology patients who received chemotherapy (CTX).
The Lee Fatigue Scale (LFS) and latent class analysis were used to identify evening fatigue phenotypes. We measured 47,214 ribonucleic acid transcripts from whole blood collected prior to a cycle of CTX. Perturbations in biological pathways associated with differential gene expression were identified from public data sets (i.e., Kyoto Encyclopedia Gene and Genomes, BioCarta).
Patients were classified into Moderate (n = 65, mean LFS score 3.1) or Very High (n = 195, mean LFS score 6.4) evening fatigue groups. Compared to patients with Moderate fatigue, patients with Very High fatigue exhibited differential expression of 29 genes. A number of the perturbed pathways identified validated prior mechanistic hypotheses for fatigue, including alterations in immune function, inflammation, neurotransmission, energy metabolism, and circadian rhythms. Based on our findings, energy metabolism was further divided into alterations in carbohydrate metabolism and skeletal muscle energy. Alterations in renal function-related pathways were identified as a potential new mechanism.
This study identified differential gene expression and perturbed biological pathways that provide new insights into the multiple and likely inter-related mechanisms associated with evening fatigue in oncology patients.
疲劳是与癌症及其治疗最相关的常见症状。研究与肿瘤患者疲劳相关的分子机制可能会确定新的治疗靶点。本研究的目的是评估基因表达与生物学途径扰动之间的关系,并确定接受化疗(CTX)的肿瘤患者傍晚疲劳严重程度。
使用 Lee 疲劳量表(LFS)和潜在类别分析来确定傍晚疲劳表型。我们测量了在 CTX 周期前采集的全血中 47214 个核糖核酸转录本。从公共数据集(京都基因与基因组百科全书、BioCarta)中识别与差异基因表达相关的生物学途径扰动。
患者被分为中度(n=65,平均 LFS 评分 3.1)或非常高(n=195,平均 LFS 评分 6.4)傍晚疲劳组。与中度疲劳患者相比,非常高疲劳患者表现出 29 个基因的差异表达。确定的一些扰动途径验证了先前关于疲劳的机制假设,包括免疫功能、炎症、神经传递、能量代谢和昼夜节律的改变。基于我们的发现,能量代谢进一步分为碳水化合物代谢和骨骼肌能量的改变。肾功能相关途径的改变被确定为一种潜在的新机制。
本研究确定了差异表达的基因和扰动的生物学途径,为肿瘤患者傍晚疲劳相关的多种可能相互关联的机制提供了新的见解。