MicroRNA signatures associated with lymph node metastasis in intramucosal gastric cancer.
Seokhwi KimWon Jung BaeJi Mi AhnJin-Hyung HeoKyoung-Mee KimKyeong Woon ChoiChang Ohk SungDakeun LeePublished in: Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc (2020)
Although a certain proportion of intramucosal carcinomas (IMCs) of the stomach does metastasize, the majority of patients are currently treated with endoscopic resection without lymph node dissection, and this potentially veils any existing metastasis and may put some patients in danger. In this regard, biological markers from the resected IMC that can predict metastasis are warranted. Here, we discovered unique miRNA expression profiles that consist of 21 distinct miRNAs that are specifically upregulated (miR-628-5p, miR-1587, miR-3175, miR-3620-5p, miR-4459, miR-4505, miR-4507, miR-4720-5p, miR-4742-5p, and miR-6779-5p) or downregulated (miR-106b-3p, miR-125a-5p, miR-151b, miR-181d-5p, miR-486-5p, miR-500a-3p, miR-502-3p, miR-1231, miR-3609, and miR-6831-5p) in metastatic (M)-IMC compared to nonmetastatic (N)-IMC, or nonneoplastic gastric mucosa. Intriguingly, most of these selected miRNAs showed stepwise increased or decreased expression from nonneoplastic tissue to N-IMC to M-IMC. This suggests that common oncogenic mechanisms are gradually intensified during the metastatic process. Using a machine-learning algorithm, we demonstrated that such miRNA signatures could distinguish M-IMC from N-IMC. Gene ontology and pathway analysis revealed that TGF-β signaling was enriched from upregulated miRNAs, whereas E2F targets, apoptosis-related, hypoxia-related, and PI3K/AKT/mTOR signaling pathways, were enriched from downregulated miRNAs. Immunohistochemical staining of samples from multiple institutions indicated that PI3K/AKT/mTOR pathway components, MAPK1, phospho-p44/42 MAPK, and pS6 were highly expressed and the expression of SMAD7, a TGF-β pathway component, was decreased in M-IMC, which could aid in distinguishing M-IMC from N-IMC. The miRNA signature discovered in this study is a valuable biological marker for identifying metastatic potential of IMCs, and provides novel insights regarding the metastatic progression of IMC.
Keyphrases
- cell proliferation
- long non coding rna
- long noncoding rna
- poor prognosis
- squamous cell carcinoma
- machine learning
- small cell lung cancer
- lymph node metastasis
- end stage renal disease
- newly diagnosed
- chronic kidney disease
- ejection fraction
- oxidative stress
- lymph node
- transforming growth factor
- genome wide
- prostate cancer
- epithelial mesenchymal transition
- pi k akt
- single cell
- transcription factor
- high grade
- neoadjuvant chemotherapy
- binding protein
- artificial intelligence
- radical prostatectomy
- patient reported