Oppegaard Kate R, Conley Yvette P, Paul Steven, Cooper Bruce, Harris Carolyn S, Shin Joosun, Morse Lisa, Levine Jon D, Cartwright Frances, Roy Ritu, Melisko Michelle, Kober Kord M, Hammer Marilyn J, Miaskowski Christine
Dana-Farber Cancer Institute, University of Massachusetts, Boston, MA, USA.
School of Nursing, University of Pittsburg, Pittsburgh, PA, USA.
J Neural Transm (Vienna). 2025 Feb;132(2):275-286. doi: 10.1007/s00702-024-02824-9. Epub 2024 Sep 26.
Cancer-related cognitive impairment (CRCI) is reported by 45% of patients with cancer. Significant gaps in knowledge remain regarding the mechanisms that underlie CRCI.
Using a data-driven approach, the study purpose was to evaluate for perturbed pathways associated with membership in the High versus the Low CRCI profiles.
Patients completed the Attentional Function Index six times over two cycles of chemotherapy. Using findings from a previous latent profile analysis, subgroups of patients with high versus low levels of CRCI were evaluated (i.e., High versus Low CRCI profiles). Gene expression was quantified using either ribonucleic (RNA)-sequencing or microarray analyses and pathway impact analyses were performed. Signaling pathways were defined using the Kyoto Encyclopedia of Genes and Genomes database.
A total of 508 patients had data available for analysis. Of the 261 patients in the RNA-sequencing sample, 48.7% were in the High class and 51.3% were in the Low class. Of the 247 patients the microarray sample, 46.6% were in the High class and 53.4% were in the Low class. Pathway impact analyses identified seven perturbed pathways related to neurotransmission (i.e., glutamatergic synapse, GABAergic synapse, dopaminergic synapse, serotonergic synapse, long-term depression, cholinergic synapse, retrograde endocannabinoid signaling).
This study is the first to describe associations between self-reported CRCI in patients receiving chemotherapy for breast, gastrointestinal, gynecological, or lung cancer and seven neurotransmission pathways. These findings provide new insights into potential targets for mechanistically based interventions.
据报道,45%的癌症患者存在癌症相关认知障碍(CRCI)。关于CRCI潜在机制的知识仍存在重大空白。
本研究采用数据驱动方法,旨在评估与高CRCI组和低CRCI组相关的扰动通路。
患者在两个化疗周期内完成6次注意力功能指数测试。根据先前潜在类别分析的结果,对CRCI水平高与低的患者亚组进行评估(即高CRCI组与低CRCI组)。使用核糖核酸(RNA)测序或微阵列分析对基因表达进行定量,并进行通路影响分析。使用京都基因与基因组百科全书数据库定义信号通路。
共有508例患者的数据可供分析。在RNA测序样本的261例患者中,48.7%属于高分组,51.3%属于低分组。在微阵列样本的247例患者中,46.6%属于高分组,53.4%属于低分组。通路影响分析确定了七条与神经传递相关的扰动通路(即谷氨酸能突触、γ-氨基丁酸能突触、多巴胺能突触、5-羟色胺能突触、长时程抑制、胆碱能突触、逆行性内源性大麻素信号传导)。
本研究首次描述了接受乳腺癌、胃肠道癌、妇科癌或肺癌化疗患者的自我报告CRCI与七条神经传递通路之间的关联。这些发现为基于机制的干预措施的潜在靶点提供了新的见解。