Abstract
Early diagnosis and treatment of gastric precancerous lesions (GPL) are key factors for reducing the incidence and morbidity of gastric cancer. The study is aimed at examining GPL in mice induced by N-methyl-N-nitroso-urea (MNU) and to illustrate the underlying mechanisms of tumorigenesis. In this study, we utilized an in vivo MNU-induced GPL mouse model, and histopathological changes of the gastric mucosa were observed by hematoxylin and eosin (H&E-stain) and alcian blue (AB-PAS-stain). The level of miR-194-5p in the gastric mucosa was determined by real-time polymerase chain reaction. We used transmission electron microscopy to observe the effects of MNU on gastric chief cells and parietal cells. We performed immunohistochemical detection of HIF-1α, vWF, Ki-67, and P53, while the changes in the protein expression of key genes in LKB1-AMPK and AKT-FoxO3 signaling pathways were detected by western blot analysis. We demonstrated that the miR-194-5p expression was upregulated under hypoxia in GPL gastric tissues, and that a high miR-194-5p expression level closely related with tumorigenesis. Mechanistically, miR-194-5p exerted the acceleration of activities related to metabolic reprogramming through LKB1-AMPK and AKT-FoxO3 pathways. Furthermore, similar to miR-194-5p, high expression levels of AMPK and AKT were also related to the metabolic reprogramming of GPL. Moreover, we revealed the correlation between the expression levels of miR-194-5p, p-AMPKα, p-AKT, and FoxO3a. These findings suggest that miR-194-5p/FoxO3 pathway is important for the reversal of metabolic reprogramming in GPL. Thus, exploring strategies to regulate the miR-194-5p/FoxO3a pathway may provide an efficient strategy for the prevention and treatment of GPL.
1. Introduction
Gastric cancer is the third leading cause of cancer mortality worldwide in men and the fifth leading cause of cancer mortality in women [1]. Intestinal-type gastric cancer is preceded by GPL, including chronic atrophic gastritis (CAG), intestinal metaplasia (IM), and dysplasia (Dys), finally progressing to cancer [2]. Among patients who undergo gastroscopy with biopsy for clinical indications, 2% of patients with CAG, 2.56% of patients with IM, and 5.26% patients with Dys will develop cancer within 20 years [3]. Little is known about the mechanisms of gastric cancer tumorigenesis and development, and GPL could be an important subject for studying the pathogenesis of gastric cancer.
MicroRNAs bind to target genes and subsequently regulate the gene expression; as a result, they play a key role in a variety of cell developmental processes and in tumorigenesis. Previous studies have identified differentially expressed miRNAs during early gastric cancer and have demonstrated the specific expression of miR-194-5p in the gastrointestinal tract, which was induced during the process of intestinal epithelial cell differentiation [4, 5]. miR-194-5p plays an important role in the invasion and progression of gastric cancer [6]. However, the molecular mechanisms of miR-194-5p in the carcinogenesis of GPL remain to be elucidated.
Metabolism provides information about the progression and treatment of cancer. Under a hypoxic microenvironment, the forkhead transcription factors of class O3 (FoxO3) signaling pathway is involved in the regulation of tumor glucose metabolism reprogramming, malignant biological behavior of cancer cells (proliferative autophagy, apoptosis, inflammatory response, etc.), and in the staging, metastasis, and prognosis of tumors. Additionally, FoxO3 exhibits tumor suppressive effects on GC, which might be a promising therapeutic target in clinic [7]. FoxO3a, a target of AKT and AMPK pathways, is involved in gastric cancer [8].
By analyzing differentially expressed miRNAs in GPL compared to normal gastric tissues, we demonstrated that the expression of miR-194-5p is upregulated in GPL. miR-194-5p regulates glucose metabolism of GPL through its targets FoxO3a. In addition, we also revealed a positive feedback loop between AMPK and AKT.
2. Materials and Methods
2.1. Animals
Adenocarcinomas of the mouse stomach were induced as previously reported [9]. Briefly, age-matched male specific pathogen-free (SPF) C57/B6 mice were randomly divided into the control group (n = 15) and the model group (n = 15). The mice were provided with free drinking MNU (N-methyl-N-nitrosourea) solution (120 ppm) (Aladdin Industrial Corporation, Shanghai, China) in light-shielded bottles and were subjected to feed every other day; meanwhile, the control mice were fed normally for 8 weeks. The study protocols were approved by the Ethics Committee of Guangzhou University of Chinese Medicine (No. S2017089). The mice were sacrificed, and the stomach was harvested for further experiments.
2.2. Histology, Transmission Electron Microscopy, and Immunohistochemistry
Tissue specimens were embedded in paraffin and stained with hematoxylin and eosin (H&E-stain) and alcian blue (AB-PAS-stain) for mucus characterization. For electron microscopy, the samples were placed in 2% paraformaldehyde and 2.5% glutaraldehyde at 4°C and then stained with 1% uranyl acetate and lead citrate before being observed under the transmission electron microscope. Immunohistochemistry was performed as described by Wei et al. [10] with antibodies to HIF-1α (Millipore, MAB5382), vWF (Abcam, ab194405), Ki-67 (Abcam, ab16667), and P53 (Millipore, CBL404).
2.3. Western Blot
The following antibodies were used: rabbit FoxO3 antibody (AF6020), rabbit anti-Phospho-FoxO3 antibody (ab154786), rabbit anti-AMPK alpha antibody (ab133448), rabbit anti-Phospho-AMPK alpha antibody (AF3423), rabbit anti-phospho-Akt antibody (CST 4060), rabbit anti-AKT antibody(ab179463), anti-phospho-LKB1 antibody (AF3453), rabbit anti-PCK1 antibody (DF6770), and rabbit anti-GAPDH antibody (AF7021).
2.4. Real-time PCR
We adopted the method of 2-△△CT to calculate the relative expression levels of miR-194-5p in the gastric mucosa. miR-194-5p was normalized using U6 RNA levels: △CT = CT miR − 194 − 5p − CT U6RNA. The primers for the qRT-PCR were as follows: U6: 5′-CGCTTCGGCAGCACATATACTA-3′ and 5′-CGCTTCACGAATTTGCGTGTCA-3′; miR-194-5p: 5′-CTAGTACCTAGAGGAACCTTTGAAGACTGTTACAGCTCAGCA-3′ and 5′-: AGCTTGCTGAGCTGTAACAGTCTTCAAAGGTTCCTCTAGGTA-3′.
2.5. Statistical Analysis
All numerical data are expressed as means ± SEM. Unpaired t-test was performed to determine the statistical significance of the difference between two independent groups. P < 0.05 was considered statistically significant.
3. Results
3.1. Pathological Changes of Gastric Mucosa in Precancerous Lesions
In order to explore the influence of MNU on histopathological injury, H&E staining was used to evaluate histopathological alterations. In general, the gastric mucosa of mice in the control group was smooth, moist, and reddish. The gland arrangement of gastric mucosa in the model group was more irregular than that in the control group. In the MNU-treated group, the gastric mucosa was pale, with poor elasticity, and the thickness was fairly uniform. Some of the submucosal vascular hyperplasia, erosion, or granular changes were seen; the epithelial cells were relatively incomplete with uneven cell size and less irregular gland arrangement, which indicated that the GPL model has been successfully established.
We used the AB-PAS staining to evaluate the degree of IM in gastric tissues [10]. Neutral mucin in the normal mucosa was stained red, while the gastric mucosa in the control group was unstained. After AB staining, the metagenetic tissue of gastric mucosa in mice induced by MNU showed a positive staining. Intestinal metagenetic cells were located in the gastric lumen and lamina propria, and the upper part showed a weak PAS positive staining, with only a small amount of red dye (Figure 1).
Figure 1.

Effect of MNU on gastric mucosal damage in mice. H&E staining (a) and AB-PAS staining (b).
3.2. Transmission Electron Microscope Analysis
Next, we used transmission electron microscopy to observe the effects of MNU on gastric chief cells and parietal cells and showed that the gastric mucosal gland cavity of the mice in the control group was small and consisted of a single layer of gastric mucosal epithelial cells. The chief cells and parietal cells of control mice were large in size, rich in cytoplasm, and had round or oval nuclei. There were abundant endoplasmic reticulum and pepsinogen particles in the main cells. In parietal cells, abundant mitochondria could be seen.
Compared with mice in the control group, the gastric mucosal gland cavity of the model group was significantly expanded; the monolayer became pseudostratified glandular epithelium, with a smaller volume of glandular epithelial cells and with increased electron density. The size of the primary and parietal cells of the mice model group was inconsistent, with less cytoplasm and increased nucleoplasm, and there were a large number of vacuoles of different sizes in the cytoplasm. The chief cell vacuoles were concentrated on the side of the gland cavity and appeared to merge into large vesicles. The remaining main cells formed dysplastic cells with a small volume and a large nucleocytoplasmic ratio. The small vacuoles in the parietal cells were scattered in the cytoplasm, and the original secretory tubule wall membranous structure could be seen in the vacuoles. The fused vacuoles could form sinuses and dysplastic cells. The dense connection between the main parietal cell and the adjacent cell disappeared and transformed into a spindle-shaped epithelial-like transformation cell, indicating ischemia and hypoxia in the gastric mucosa after MNU treatment (Figure 2).
Figure 2.

MNU induces ischemia and hypoxia in gastric mucosa. Ultrastructural changes of chief cells (a) and parietal cells (b) in gastric mucosa.
3.3. Upregulated Expression of HIF-1α and vwf Are Related to the Ischemic Hypoxia Microenvironment of GPL
Hypoxia is a typical feature in tumors. In response to hypoxia, HIF-1α and von Willebrand factor (vWF) were activated in cells. vWF staining was used to show tiny vessels and individual endothelial cells. To explore the influence of MNU on mucosal hypoxia and ischemia, a tissue array was used to examine expression of HIF-1α and vWF by IHC staining. The results revealed that the levels of HIF-1α and vWF of MNU-treated mice were both significantly higher than that of control group (P < 0.01) (Figure 3).
Figure 3.

MNU induces a hypoxia transcriptional program in GPL. (a) A tissue array was used to examine the expression of HIF-1α and vWF by IHC. The Boxplot diagrams visualizing the number of stained vessels per high power field (HPF). (b) the statistical analysis of HIF-1α. (c) The statistical analysis of vWF. ∗P < 0.01 compared with the control group.
3.4. Upregulated Expression of Ki-67 and P53 Are Related to the Hypoxia Microenvironment of GPL
Ki-67 is a nuclear protein expressed in proliferating cells. P53 mutations can often be detected in the early lesions of gastric cancer [11]. P53 activates hypoxia signaling as early as gastric premalignancy [12]. P53 and Ki-67 have been used as reference indicators for predicting the prognosis of gastric cancer [13, 14].We performed immunohistochemical detection of the P53 and Ki-67 expression in the stomach. Immunohistochemistry showed that the upregulated expression of P53 and Ki-67 are related to the hypoxic microenvironment of GPL compared to the control group (P < 0.05) (Figure 4). Altogether, these results suggest that MNU induces gastric mucosal hypoxia in mice.
Figure 4.

P53 and Ki-67 were increased in GPL. (a) IHC staining of P53 and Ki-67. (b) The statistical analysis of P53 and Ki-67. ∗P < 0.05 compared with the control group.
3.5. A novel miRNA-194-5p Is Overexpressed under Hypoxia
Studies showed that miR-194-5p provides the basis for the diagnosis and prognosis of gastric cancer, and is closely related to glycolysis [6, 15]. In order to further disclose differentially expressed miRNAs in GPL, qRT-PCR assays were conducted to determine the distinct expression patterns of miR-194-5p in gastric mucosa samples from control mice and mice with GPL. The assays showed that miR-194-5p was significantly increased after MNU treatment (Figure 5). Thus, we demonstrated in this study that upregulation of miR-194-5p in GPL under hypoxic conditions contributed to glycolysis.
Figure 5.

The expression of miR-194-5p increases in the gastric mucosa of GPL. ∗P < 0.05 compared with the control group.
3.6. Changes in the Protein Expression of Key Genes in FoxO3a Signaling Pathway in the Gastric Mucosa
To investigate the effects of MNU on mice, we examined the expression levels of key gene proteins that regulate glycolysis. The ratio of P-FoxO3a/FoxO3a was lower, and p-AMPK/AMPK and p-AKT/AKT ratios were higher in the model group compared with control group. The expression levels of proteins PCK1 and LKB1 decreased, and the expression of LDHA in the gastric mucosa of the model-mice group increased, compared with the control group (Figure 6).
Figure 6.

Changes in expression levels of key proteins in the FoxO3a signaling pathway in gastric mucosa. (a) Immunoblot showing protein expression levels of P-FoxO3a, FoxO3a, P-AMPK, AMPK, PCK1, LKB1, and LDHA. (b) The ratio of P-FoxO3a/FoxO3a is lower, and P-AMPK/AMPK and P-AKT/AKT are higher in GPL. (c) The PCK1 and LKB1 decreased, and LDHA overexpressed in GPL, ∗P < 0.05.
4. Discussion
The incidence of gastric cancer is very high, and it has become one of the leading causes of cancer-related deaths worldwide. Changes in GPL are linked to an increased risk of gastric cancer [16]. The reprogramming of cell metabolism is an important sign of cancer and is closely related to the occurrence of tumors. The characteristics of the tumor cells mainly include excessive activation of anaerobic glycolysis and aerobic respiration [17]. Epidemiological studies have shown that elevated blood glucose levels are one of the risk factors for gastric cancer [18]. Therefore, elucidating the factors related to glycolysis is essential for the effective prevention of gastric cancer [19]. This study is consistent with our previous report that there is glycolysis in the gastric mucosa of GPL [20]. MNU induces gastric adenoma and adenocarcinoma due to inflammatory reactions to the alkylating agent [21–23] and has been utilized to induce gastric cancer in mice [9, 24].
In our study, the mouse model showed IM and Dys of gastric mucosa, and microscopic analysis showed that ischemia and hypoxia could be observed in mice receiving MNU. Thus, we proved that the GPL model was successfully established by short-term gavage of MNU in mice.
The formation of tumor is mainly governed by tissue hypoxia, which is a key molecular feature of the tumor microenvironment [25]. In the response to hypoxia, angiogenesis [26], and reprogramming, energy metabolism [27] is involved. Hypoxia-induced HIF-1α promotes gastric cancer cell proliferation, invasion, and migration both in vitro and in vivo [28, 29] . The key step in the occurrence and progression of cancer is angiogenesis [30, 31]. vWF, a multimeric plasma glycoprotein, acts as a marker of endothelial dysfunction [32, 33]. More importantly, vWF has been widely used as a biomarker in gastric cancer [34, 35].However, its functional role in GPL is largely unknown. Here, we report that in the gastric mucosa of mice treated with MNU, the expression levels of HIF-1α and vWF were significantly increased. These findings demonstrate the causal role of ischemic hypoxia microenvironment-derived vWF in mediating the carcinogenic characteristics of MNU and identify vWF as a new therapeutic target.
In the clinic, the HIF-1α expression was correlated with aberrant P53 accumulation and cell proliferation [36]. Ki-67 is a widely used biomarker to estimate the proportion of dividing cells in order to grade tumors [37]. The presence of strong nuclear staining of P53 in the majority of cancer cells is frequently observed [38]. P53 and Ki-67 immunostaining indicated that the mice treated with MNU showed more positive cells compared to the control mice. Altogether, here, we reported that the ischemic hypoxic microenvironment increased the expression levels of HIF-1α and vWF, which regulated the level of P53 and promoted the expression of Ki-67.
Hypoxia-inducible miRNAs are engaged in the metabolic reprogramming process. An increasing amount of microRNAs have been found to be related to the carcinogenesis and prognosis of gastric cancer patients [39–41]. miR-194-5p promotes gastric carcinogenesis [42]. Most of the upregulated miRNAs have been linked to gastric cancer. For this study, though, we focused on correlations of miRNAs with GPL. In the present study, we showed that miR-194-5p expression levels increased in the GPL. We suggest that miR-194-5p upregulation is an early event in the cascade of events that lead to the conversion of GPL to cancer, and that it contributes to the establishment of an GPL expression profile through regulation of hypoxic microenvironment.
Transcription of gene-encoding glycolytic enzymes is activated by HIF-1α, including stimulation of glycolysis by upregulation of LDHA, which creates an acidic tumor microenvironment [36, 43]. PCK1 is a gluconeogenic enzyme that leads to the regulation of glucose production [44]. In this study, we also observed changes in gluconeogenic enzymes after MNU treatment as the level of LDHA was increased, and the levels of PCK1 decreased in the stomach. In mammalian cells, FoxO3 was involved in glucose metabolism [45, 46] . The regulation of FoxO3a by PI3K-AKT and LKB1-AMPK may play a crucial role in controlling energy balance. The PI3K-AKT pathway controls cell survival, proliferation, and tumor growth, whereas the LKB1-AMPK pathway controls cell cycle arrest and tumor suppression and promotes longevity [47]. FoxO3a, one of the intersections between both the pathways [48, 49], is inhibited by the PI3K-AKT pathway and activated by the LKB1-AMPK pathway [50, 51]. Thus, the PI3K-AKT and the LKB1-AMPK pathways may orchestrate a series of transcriptional (via FoxO3) and posttranscriptional (via mTOR) changes that allow the organism to adapt to changes in the hypoxic status. Our group has characterized the protein expression profiles of PI3K, AKT and mTOR in GPL mice [20, 52, 53]. In the current study, the LKB1 protein expression levels were downregulated, while the ratio of p-AMPK/AMPK and p-AKT/AKT was higher in MNU- receiving mice compared the control mice. Here, we generated the FoxO3a profile of GPL compared to normal mice. We showed evidence here that hypoxia activated miR-194/FoxO3a, inducing glycolytic metabolism reprogramming by upregulating the expression of LDHA and downregulating the expression of PCK1 in GPL.
In summary, our findings identified a novel miR-194-5p, which was upregulated in GPL. Mechanistically, miR-194-5p functioned as an oncogenic miRNA by regulation of the hypoxic microenvironment and subsequently regulated the PI3K-AKT and the LKB1-AMPK pathways via FoxO3a, inducing reprogramming of glycolytic metabolism, and the article is shown in the preprint [54]. More experiments are needed in the future to study the detailed regulatory mechanism.
Acknowledgments
This work was supported by the Natural Science Foundation of China for the Youth (grant number 82004300), the Guangdong Province Basic and Applied Basic Research Fund Project (grant number 2019A1515110236; grant number 2019A1515010822), and the Natural Science Foundation of China (grant number 81973816).
Contributor Information
Zhe-Sheng Chen, Email: chenz@stjohns.edu.
Li-Zhu Lin, Email: linlizhu@gzucm.edu.cn.
Wei Liu, Email: gzyliuwei@126.com.
Data Availability
The datasets used and analyzed during the current study are available from the corresponding authors on reasonable request.
Conflicts of Interest
The authors declared no potential conflicts of interest with respect to the research, authorship, and publication of this article.
Authors' Contributions
Sheng-Xiong Zhang and Wen Tian contributed equally to this work.
References
- 1.Mattiuzzi C., Lippi G. Cancer statistics: a comparison between World Health Organization (WHO) and Global Burden of Disease (GBD) European Journal of Public Health . 2020;30(5):1026–1027. doi: 10.1093/eurpub/ckz216. [DOI] [PubMed] [Google Scholar]
- 2.Cahill R. J., Kilgallen C., Beattie S., Hamilton H., O'Morain C. Gastric epithelial cell kinetics in the progression from normal mucosa to gastric carcinoma. Gut . 1996;38(2):177–181. doi: 10.1136/gut.38.2.177. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Song H., Ekheden I. G., Zheng Z., Ericsson J., Nyrén O., Ye W. Incidence of gastric cancer among patients with gastric precancerous lesions: observational cohort study in a low risk Western population. BMJ : British Medical Journal . 2015;351:p. h3867. doi: 10.1136/bmj.h3867. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Hino K., Tsuchiya K., Fukao T., et al. Inducible expression of microRNA-194 is regulated by HNF-1alpha during intestinal epithelial cell differentiation. RNA . 2008;14(7):1433–1442. doi: 10.1261/rna.810208. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Hwang J., Min B. H., Jang J., et al. MicroRNA expression profiles in gastric carcinogenesis. Scientific Reports . 2018;8(1, article 14393) doi: 10.1038/s41598-018-32782-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Song Y., Zhao F., Wang Z., et al. Inverse association between miR-194 expression and tumor invasion in gastric cancer. Annals of Surgical Oncology . 2012;19(Suppl 3):S509–S517. doi: 10.1245/s10434-011-1999-2. [DOI] [PubMed] [Google Scholar]
- 7.Park S. H., Jang K. Y., Kim M. J., et al. Tumor suppressive effect of PARP1 and FOXO3A in gastric cancers and its clinical implications. Oncotarget . 2015;6(42):44819–44831. doi: 10.18632/oncotarget.6264. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Altomare D. A., Testa J. R. Perturbations of the AKT signaling pathway in human cancer. Oncogene . 2005;24(50):7455–7464. doi: 10.1038/sj.onc.1209085. [DOI] [PubMed] [Google Scholar]
- 9.Tomita H., Yamada Y., Oyama T., et al. Development of gastric tumors in Apc(Min/+) mice by the activation of the beta-catenin/Tcf signaling pathway. Cancer Research . 2007;67(9):4079–4087. doi: 10.1158/0008-5472.CAN-06-4025. [DOI] [PubMed] [Google Scholar]
- 10.Park Y. H., Kim N. Review of atrophic gastritis and intestinal metaplasia as a premalignant lesion of gastric cancer. Journal of Cancer Prevention . 2015;20(1):25–40. doi: 10.15430/JCP.2015.20.1.25. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Shimizu T., Marusawa H., Matsumoto Y., et al. Accumulation of somatic mutations in TP53 in gastric epithelium with Helicobacter pylori infection. Gastroenterology . 2014;147(2):407–417.e3. doi: 10.1053/j.gastro.2014.04.036. [DOI] [PubMed] [Google Scholar]
- 12.Sethi N., Kikuchi O., McFarland J., et al. Mutant p53 induces a hypoxia transcriptional program in gastric and esophageal adenocarcinoma. JCI Insight . 2019;4(15) doi: 10.1172/jci.insight.128439. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Al-Moundhri M. S., Nirmala V., Al-Hadabi I., et al. The prognostic significance of p53, p27kip1, p21waf1, HER-2/neu, and Ki67 proteins expression in gastric cancer: a clinicopathological and immunohistochemical study of 121 Arab patients. Journal of Surgical Oncology . 2005;91(4):243–252. doi: 10.1002/jso.20324. [DOI] [PubMed] [Google Scholar]
- 14.Tzanakis N. E., Peros G., Karakitsos P., et al. Prognostic significance of p53 and Ki67 proteins expression in Greek gastric cancer patients. Acta Chirurgica Belgica . 2009;109(5):606–611. doi: 10.1080/00015458.2009.11680496. [DOI] [PubMed] [Google Scholar]
- 15.Zhao X., Hou Y., Tuo Z., Wei F. Application values of miR-194 and miR-29 in the diagnosis and prognosis of gastric cancer. Experimental and Therapeutic Medicine . 2018;15(5):4179–4184. doi: 10.3892/etm.2018.5931. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Choi E., Hendley A. M., Bailey J. M., Leach S. D., Goldenring J. R. Expression of activated Ras in gastric chief cells of mice leads to the full spectrum of metaplastic lineage transitions. Gastroenterology . 2016;150(4):918–930.e13. doi: 10.1053/j.gastro.2015.11.049. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Liu Y., Zhang Z., Wang J., et al. Metabolic reprogramming results in abnormal glycolysis in gastric cancer: a review. Oncotargets and Therapy . 2019;Volume 12:1195–1204. doi: 10.2147/OTT.S189687. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Yamagata H., Kiyohara Y., Nakamura S., et al. Impact of fasting plasma glucose levels on gastric cancer incidence in a general Japanese population: the Hisayama study. Diabetes Care . 2005;28(4):789–794. doi: 10.2337/diacare.28.4.789. [DOI] [PubMed] [Google Scholar]
- 19.Tennant D. A., Durán R. V., Gottlieb E. Targeting metabolic transformation for cancer therapy. Nature Reviews. Cancer . 2010;10(4):267–277. doi: 10.1038/nrc2817. [DOI] [PubMed] [Google Scholar]
- 20.Liu W., Pan H. F., Yang L. J., et al. Panax ginseng C.A. Meyer (Rg3) ameliorates gastric precancerous lesions in Atp4a-/- mice via inhibition of glycolysis through PI3K/AKT/miRNA-21 pathway. Evidence-Based Complementary and Alternative Medicine : eCAM . 2020;2020, article 2672648:8. doi: 10.1155/2020/2672648. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Yamachika T., Nakanishi H., Inada K., et al. N-methyl-N-nitrosourea concentration-dependent, rather than total intake-dependent, induction of adenocarcinomas in the glandular stomach of BALB/c mice. Japanese Journal of Cancer Research : Gann . 1998;89(4):385–391. doi: 10.1111/j.1349-7006.1998.tb00575.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Tsukamoto T., Mizoshita T., Tatematsu M. Animal models of stomach carcinogenesis. Toxicologic Pathology . 2007;35(5):636–648. doi: 10.1080/01926230701420632. [DOI] [PubMed] [Google Scholar]
- 23.Leung W. K., Wu K. C., Wong C. Y., et al. Transgenic cyclooxygenase-2 expression and high salt enhanced susceptibility to chemical-induced gastric cancer development in mice. Carcinogenesis . 2008;29(8):1648–1654. doi: 10.1093/carcin/bgn156. [DOI] [PubMed] [Google Scholar]
- 24.Yoshizawa N., Yamaguchi H., Yamamoto M., et al. Gastric carcinogenesis by N-methyl-N-nitrosourea is enhanced in db/db diabetic mice. Cancer Science . 2009;100(7):1180–1185. doi: 10.1111/j.1349-7006.2009.01157.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Wang X., Che X., Yu Y., et al. Hypoxia-autophagy axis induces VEGFA by peritoneal mesothelial cells to promote gastric cancer peritoneal metastasis through an integrin α5-fibronectin pathway. Journal of Experimental & Clinical Cancer Research : CR . 2020;39(1):p. 221. doi: 10.1186/s13046-020-01703-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Jain R. K. Antiangiogenesis strategies revisited: from starving tumors to alleviating hypoxia. Cancer Cell . 2014;26(5):605–622. doi: 10.1016/j.ccell.2014.10.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Bristow R. G., Hill R. P. Hypoxia, DNA repair and genetic instability. Nature Reviews. Cancer . 2008;8(3):180–192. doi: 10.1038/nrc2344. [DOI] [PubMed] [Google Scholar]
- 28.Semenza G. L. Hypoxia-inducible factors in physiology and medicine. Cell . 2012;148(3):399–408. doi: 10.1016/j.cell.2012.01.021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Xia X., Wang S., Ni B., et al. Hypoxic gastric cancer-derived exosomes promote progression and metastasis via MiR-301a-3p/PHD3/HIF-1α positive feedback loop. Oncogene . 2020;39(39):6231–6244. doi: 10.1038/s41388-020-01425-6. [DOI] [PubMed] [Google Scholar]
- 30.Jain S., Harris J., Ware J. Platelets: linking hemostasis and cancer. Arteriosclerosis, Thrombosis, and Vascular Biology . 2010;30(12):2362–2367. doi: 10.1161/ATVBAHA.110.207514. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Hisano Y., Hla T. Bioactive lysolipids in cancer and angiogenesis. Pharmacology & Therapeutics . 2019;193:91–98. doi: 10.1016/j.pharmthera.2018.07.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Sadler J. E. von Willebrand factor in its native environment. Blood . 2013;121(14):2583–2584. doi: 10.1182/blood-2013-02-482000. [DOI] [PubMed] [Google Scholar]
- 33.Mandorfer M., Schwabl P., Paternostro R., et al. Von Willebrand factor indicates bacterial translocation, inflammation, and procoagulant imbalance and predicts complications independently of portal hypertension severity. Alimentary Pharmacology & Therapeutics . 2018;47(7):980–988. doi: 10.1111/apt.14522. [DOI] [PubMed] [Google Scholar]
- 34.Yang X., Sun H. J., Li Z. R., et al. Gastric cancer-associated enhancement of von Willebrand factor is regulated by vascular endothelial growth factor and related to disease severity. BMC Cancer . 2015;15:p. 80. doi: 10.1186/s12885-015-1083-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Yang A. J., Wang M., Wang Y., et al. Cancer cell-derived von Willebrand factor enhanced metastasis of gastric adenocarcinoma. Oncogenesis . 2018;7(1):p. 12. doi: 10.1038/s41389-017-0023-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Zhong H., De Marzo A. M., Laughner E., et al. Overexpression of hypoxia-inducible factor 1alpha in common human cancers and their metastases. Cancer Research . 1999;59(22):5830–5835. [PubMed] [Google Scholar]
- 37.Scholzen T., Gerdes J. The Ki-67 protein: from the known and the unknown. Journal of Cellular Physiology . 2000;182(3):311–322. doi: 10.1002/(SICI)1097-4652(200003)182:3<311::AID-JCP1>3.0.CO;2-9. [DOI] [PubMed] [Google Scholar]
- 38.Baas I. O., Mulder J. W., Offerhaus G. J., Vogelstein B., Hamilton S. R. An evaluation of six antibodies for immunohistochemistry of mutant p53 gene product in archival colorectal neoplasms. The Journal of Pathology . 1994;172(1):5–12. doi: 10.1002/path.1711720104. [DOI] [PubMed] [Google Scholar]
- 39.Yasui W., Oue N., Ito R., Kuraoka K., Nakayama H. Search for new biomarkers of gastric cancer through serial analysis of gene expression and its clinical implications. Cancer Science . 2004;95(5):385–392. doi: 10.1111/j.1349-7006.2004.tb03220.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Yasui W., Oue N., Sentani K., Sakamoto N., Motoshita J. Transcriptome dissection of gastric cancer: identification of novel diagnostic and therapeutic targets from pathology specimens. Pathology International . 2009;59(3):121–136. doi: 10.1111/j.1440-1827.2009.02329.x. [DOI] [PubMed] [Google Scholar]
- 41.Ueda T., Volinia S., Okumura H., et al. Relation between microRNA expression and progression and prognosis of gastric cancer: a microRNA expression analysis. The Lancet. Oncology . 2010;11(2):136–146. doi: 10.1016/S1470-2045(09)70343-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Sousa J. F., Nam K. T., Petersen C. P., et al. miR-30-HNF4γ and miR-194-NR2F2 regulatory networks contribute to the upregulation of metaplasia markers in the stomach. Gut . 2016;65(6):914–924. doi: 10.1136/gutjnl-2014-308759. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Ryan H. E., Lo J., Johnson R. S. HIF-1 alpha is required for solid tumor formation and embryonic vascularization. The EMBO Journal . 1998;17(11):3005–3015. doi: 10.1093/emboj/17.11.3005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Troy S., Soty M., Ribeiro L., et al. Intestinal gluconeogenesis is a key factor for early metabolic changes after gastric bypass but not after gastric lap-band in mice. Cell Metabolism . 2008;8(3):201–211. doi: 10.1016/j.cmet.2008.08.008. [DOI] [PubMed] [Google Scholar]
- 45.Medema R. H., Kops G. J., Bos J. L., Burgering B. M. AFX-like Forkhead transcription factors mediate cell-cycle regulation by Ras and PKB through p27kip1. Nature . 2000;404(6779):782–787. doi: 10.1038/35008115. [DOI] [PubMed] [Google Scholar]
- 46.Kops G. J., Dansen T. B., Polderman P. E., et al. Forkhead transcription factor FOXO3a protects quiescent cells from oxidative stress. Nature . 2002;419(6904):316–321. doi: 10.1038/nature01036. [DOI] [PubMed] [Google Scholar]
- 47.Hawley S. A., Pan D. A., Mustard K. J., et al. Calmodulin-dependent protein kinase kinase-β is an alternative upstream kinase for AMP-activated protein kinase. Cell Metabolism . 2005;2(1):9–19. doi: 10.1016/j.cmet.2005.05.009. [DOI] [PubMed] [Google Scholar]
- 48.Biggs W. H., 3rd, Meisenhelder J., Hunter T., Cavenee W. K., Arden K. C. Protein kinase B/Akt-mediated phosphorylation promotes nuclear exclusion of the winged helix transcription factor FKHR1. Proceedings of the National Academy of Sciences of the United States of America . 1999;96(13):7421–7426. doi: 10.1073/pnas.96.13.7421. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Brunet A., Bonni A., Zigmond M. J., et al. Akt promotes cell survival by phosphorylating and inhibiting a Forkhead transcription factor. Cell . 1999;96(6):857–868. doi: 10.1016/S0092-8674(00)80595-4. [DOI] [PubMed] [Google Scholar]
- 50.Greer E. L., Oskoui P. R., Banko M. R., et al. The energy sensor AMP-activated protein kinase directly regulates the mammalian FOXO3 transcription factor. The Journal of Biological Chemistry . 2007;282(41):30107–30119. doi: 10.1074/jbc.M705325200. [DOI] [PubMed] [Google Scholar]
- 51.Shin H. J., Kim H., Oh S., et al. AMPK-SKP2-CARM1 signalling cascade in transcriptional regulation of autophagy. Nature . 2016;534(7608):553–557. doi: 10.1038/nature18014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Liu W., Zhao Z. M., Liu Y. L., Pan H. F., Lin L. Z. Weipiling ameliorates gastric precancerous lesions in Atp4a-/- mice. BMC Complementary and Alternative Medicine . 2019;19(1):p. 318. doi: 10.1186/s12906-019-2718-y. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
- 53.Liu W., Yang L. J., Liu Y. L., et al. Dynamic characterization of intestinal metaplasia in the gastric corpus mucosa of Atp4a-deficient mice. Bioscience Reports . 2020;40(2) doi: 10.1042/BSR20181881. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Zhang S. X., Liu W., Pan H. F., Zhao Z. M., Chen Z. S., Lin L. Z. Mechanism of hypoxia-activated MiR-194 /FoxO3a inducing glycolytic metabolism reprogramming in gastric precancerous lesions . Research Square prepint; 2021. [DOI] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The datasets used and analyzed during the current study are available from the corresponding authors on reasonable request.
