Oshi Masanori, Roy Arya Mariam, Yan Li, Sasamoto Mahato, Tokumaru Yoshihisa, Wu Rongrong, Yamada Akimitsu, Yamamoto Shinya, Chishima Takashi, Narui Kazutaka, Endo Itaru, Takabe Kazuaki
Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center Buffalo, New York 14263, USA.
Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine Yokohama 236-0004, Japan.
Am J Cancer Res. 2023 Jul 15;13(7):3041-3054. eCollection 2023.
Metabolic reprogramming to sustain immortality is a hallmark of cancer and glycolysis is an important way to attain this. Thus, we investigate the association of glycolysis and associated pathways in the survival of breast cancer. A total of 5,176 breast cancer patients from multiple independent cohorts were analyzed. We determined the glycolytic signaling score by the degree of enrichment by Gene Set Variant Analysis and the median was used to divide each cohort into high vs low score groups. Glycolysis high breast cancer significantly enriched the hallmark cell proliferation-related gene sets (E2F targets, G2M checkpoint, and MYC targets v1 and v2) and was associated with high expression. In all cohorts, triple-negative breast cancer (TNBC) was associated with the highest glycolysis score. It was found that in TNBC, glycolysis high breast cancer was associated with worse survival but in ER-positive/HER2-negative breast cancer this was not observed consistently. The glycolysis high TNBC enriched multiple pro-cancerous gene sets and was infiltrated with a low level of B-cells and anti-cancerous immune cells, and significantly associated with a decreased level of cytolytic activity. It was also observed that the glycolysis was higher in the metastatic sites than in the primary breast cancer and the survival was not affected by the metastatic sites. In conclusion, accelerated glycolysis is associated with cancer cell proliferation and worse survival in TNBC.
代谢重编程以维持永生是癌症的一个标志,而糖酵解是实现这一目标的重要途径。因此,我们研究了糖酵解及相关途径与乳腺癌生存的关联。对来自多个独立队列的5176例乳腺癌患者进行了分析。我们通过基因集变异分析的富集程度确定糖酵解信号评分,并以中位数将每个队列分为高分和低分两组。糖酵解水平高的乳腺癌显著富集了与细胞增殖相关的标志性基因集(E2F靶点、G2M检查点以及MYC靶点v1和v2),且与高表达相关。在所有队列中,三阴性乳腺癌(TNBC)的糖酵解评分最高。研究发现,在TNBC中,糖酵解水平高的乳腺癌与较差的生存率相关,但在雌激素受体阳性/人表皮生长因子受体2阴性的乳腺癌中,这一现象并不一致。糖酵解水平高的TNBC富集了多个促癌基因集,B细胞和抗癌免疫细胞浸润水平较低,且与细胞溶解活性降低显著相关。还观察到,转移部位的糖酵解水平高于原发性乳腺癌,且生存率不受转移部位的影响。总之,糖酵解加速与TNBC中的癌细胞增殖和较差的生存率相关。