Forecasting oil consumption with attention-based IndRNN optimized by adaptive differential evolution.

Accurate prediction of oil consumption plays a dominant role in oil supply chain management. However, because of the effects of the coronavirus disease 2019 (COVID-19) pandemic, oil consumption has exhibited an uncertain and volatile trend, which leads to a huge challenge to accurate predictions. The rapid development of the Internet provides countless online information (e.g., online news) that can benefit predict oil consumption. This study adopts a novel news-based oil consumption prediction methodology-convolutional neural network (CNN) to fetch online news information automatically, thereby illustrating the contribution of text features for oil consumption prediction. This study also proposes a new approach called attention-based JADE-IndRNN that combines adaptive differential evolution (adaptive differential evolution with optional external archive, JADE) with an attention-based independent recurrent neural network (IndRNN) to forecast monthly oil consumption. Experimental results further indicate that the proposed news-based oil consumption prediction methodology improves on the traditional techniques without online oil news significantly, as the news might contain some explanations of the relevant confinement or reopen policies during the COVID-19 period.

Isovitexin (IV) induces apoptosis and autophagy in liver cancer cells through endoplasmic reticulum stress.

Liver cancer is a leading cause of cancer death worldwide, and novel chemotherapeutic drugs to suppress liver cancer are urgently required. Isovitexin (IV), a glycosylflavonoid, is extracted from rice hulls of Oryza sativa, and has various biological activities. However, the anti-tumor effect of IV against liver cancer has not yet been demonstrated in vitro or in vivo. In the present study, we showed that IV significantly suppressed the growth of liver cancer cells. Mechanistic studies indicated that IV induced apoptosis by the mitochondrial apoptotic pathway, as evidenced by the increase of Bax, cleaved Caspase-3, poly (ADP-ribose) polymerase (PARP), and cytoplasm Cyto-c released from mitochondria. In addition, IV resulted in autophagy in liver cancer cells, supported by the enhancement of LC3II, autophagy-related protein (Atg) 3, Atg5 and Beclin1. Suppressing autophagy using bafilomycin A1 (BFA) or siRNA Atg-5 reduced apoptotic cells in IV-treated cells, demonstrating that autophagy induction regulated apoptosis. Moreover, IV was found to cause endoplasmic reticulum (ER) stress in liver cancer cells, along with the promotion of ER stress-related molecules, including inositol-requiring enzyme 1α (IRE1α), X-box-binding protein-1s (XBP-1s), C/EBP homologous protein (CHOP) and glucose-regulated protein (GRP)-78. Of note, inhibition of ER stress by use of its inhibitor, tauroursodeoxycholate (TUDCA), significantly reversed IV-induced apoptosis and autophagy. In vivo, IV treatment showed significant tumor growth inhibition compared to the non-treated group. IV could therefore be a strong candidate for liver cancer prevention.

Pharmacological Inhibition or Silencing of TREM1 Restrains HCC Cell Metastasis by Inactivating TLR/PI3K/AKT Signaling.

Hepatocellular carcinoma (HCC), a widely prevalent malignancy strongly linked to inflammation, remains a significant public health concern. Triggering receptor expressed on myeloid cells 1 (TREM1), a modulator of inflammatory responses identified in recent years, has emerged as a crucial facilitator in cancer progression. Despite its significance, the precise regulatory mechanism of TREM1 in HCC metastasis remains unanswered. In the present investigation, we observed aberrant upregulation of TREM1 in HCC tissues, which was significantly linked to poorer overall survival. Inhibition of TREM1 expression resulted in a significant reduction in HCC Huh-7 and MHCC-97H cell proliferation, invasion, and epithelial-mesenchymal transition (EMT) process. Furthermore, inhibiting TREM1 decreased protein expressions of toll-like receptor 2/4 (TLR2/4) and major myeloid differentiation response gene 88 (MyD88), leading to the inactivation of phosphatidylinositol 3-kinase (PI3K) and protein kinase B (AKT) in HCC cells. Notably, these effects were reversed by treatment with TLR2-specific agonist (CU-T12-9), indicating a potential crosstalk between TREM1 and TLR2/4. Mechanistic studies revealed a direct interaction between TREM1 and both TLR2 and TLR4. In vivo studies demonstrated that inhibition of TREM1 suppressed the growth of HCC cells in the orthotopic implant model and its metastatic potential in the experimental lung metastasis model. Overall, our findings underscore the role of TREM1 inhibition in regulating EMT and metastasis of HCC cells by inactivating the TLR/PI3K/AKT signaling pathway, thereby providing deeper mechanistic insights into how TREM1 regulates metastasis during HCC progression.

Biopsy from the base and edge of gastric ulcer healing or complete healing may lead to detection of gastric cancer earlier: an 8 years endoscopic follow-up study.

BACKGROUND/AIMS: To assess the incidence of gastric cancer development in gastric benign ulcer patients and to evaluate the value of biopsy by taking specimens from both the base and edges of ulcers in contrast to the traditional biopsy which takes specimens from the edges of ulcers only. METHODOLOGY: An endoscopic followup of more than 1 year was conducted on 456 gastric ulcer patients in our hospital for a duration over 8 years. We collected clinical, endoscopic and pathological data and obtained at least 6 biopsies from both the edges and the bases of ulcers healing or complete healing, respectively and assessed H. pylori infection. RESULTS: Gastric cancers developed in 11 (2.41%) of 456 GU patients. In the experimental group, 3 cases that were diagnosed by histology showed adenocarcinoma with specimens taken from the ulcer bases and in the other 5 cases the specimens were taken from the ulcer edges. The detection rate of gastric cancer from gastric ulcer between experimental group and control group was statistically significant (4.57% vs. 1.07%, p<0.05). CONCLUSIONS: Gastric ulcer may develop into gastric cancer over a certain period of time in patients infected with H. pylori. Biopsies from ulcer bases and edges at the second or subsequent endoscopies may lead to defection of gastric cancer earlier and more effectively than the biopsies which take specimens from the edges of ulcers only.

ASPM facilitates colorectal cancer cells migration and invasion by enhancing ß-catenin expression and nuclear translocation.

Increased abnormal spindle-like microcephaly (ASPM) expression has been linked to clinical stage and poor prognosis in cancers, but the molecular mechanisms by which ASPM promotes cell metastasis in colorectal cancer (CRC) has not been identified. This study showed that the abilities of cell migration, invasion, and epithelial-mesenchymal transition (EMT) were attenuated in ASPM-deficient CRC cell lines. Furthermore, we reported that attenuation of ASPM expression inhibited CRC cell metastasis in vivo. Additionally, the expression of ASPM was positively correlated with ß-catenin level in CRC tissues. Mechanistically, ASPM can upregulate ß-catenin transcription by stimulating the ß-catenin promoter and enhancing the nuclear translocation of ß-catenin in CRC cells, which leads to the activation of the Wnt/ß-catenin pathway. Finally, we showed that ASPM effectively induced CRC cell migration and invasion in a ß-catenin-dependent manner.

Role of gastroscopic biopsy of gastric ulcer margins and healed sites in the diagnosis of early gastric cancer: A clinical controlled study of 513 cases.

The present case study aimed to evaluate the effect of gastroscopic biopsy of gastric ulcer margins and healed sites in the diagnosis of early gastric cancer. A total of 513 patients who were diagnosed with gastric ulcers using gastroscopy between January 1999 and December 2013 were included in the present study and were divided into either the experimental or the control group. In the control group, samples were only taken from the ulcer margin, whereas in the experimental group samples were taken from the ulcer margin and from the ulcer base. In the experimental group, a routine biopsy of the ulcer margin was performed on first examination, and recheck by gastroscopy was performed from the second week. For ulcers that remained unhealed, a biopsy of the ulcer margin was subsequently conducted; however, for healed or almost healed ulcers, a biopsy of the ulcer base was conducted. The duration of follow-up by gastroscopy ranged between 1 week and 24 months. For the control group, a biopsy of the ulcer margin was conducted using the conventional method. The detection rate of the experimental group was 3.88% (9/232), with 4 cases of gastric cancer confirmed from examinations of the ulcer base. The detection rate of the control group was 1.07% (3/281), which was significantly decreased compared with that of the experimental group (P=0.0345). Overall, patients who underwent regular follow-up gastroscopy following treatment exhibited a markedly increased detection rate of early gastric cancer, suggesting that early cancer may occur in healed gastric ulcer sites.

The effect of JAK2 knockout on inhibition of liver tumor growth by inducing apoptosis, autophagy and anti-proliferation via STATs and PI3K/AKT signaling pathways.

Liver cancer is a leading cause of cancer death, making it as the second most common cause for death from cancer globally. Though many studies before have explored a lot for liver cancer prevention and treatment, there are still a lot far from to know based on the molecular mechanisms. Janus kinase 2 (JAK2) has been reported to play an essential role in the progression of apoptosis, autophagy and proliferation for cells. Therefore, we were aimed to investigate the underlying mechanisms by which JAK2 performed its role in ameliorating liver cancer. JAK2 knockout liver cancer cell lines were involved for our experiments in vitro and in vivo. Western blotting, quantitative RT-PCR (qRT-PCR), ELISA, Immunohistochemistry, and flow-cytometric analysis were used to determine the key signaling pathway regulated by JAK2 for liver cancer progression. Data here indicated that JAK2, indeed, expressed highly in cancer cell lines compared to the normal liver cells. And apoptosis and autophagy were found in JAK2 knockout liver cancer cells through activating Caspase-3, Cyclin-D1 and mTOR regulated by STAT3/5 and PI3K/AKT signaling pathway. And also, the liver cancer cells proliferation was inhibited. In addition, tumor size and weight were reduced by knockout of JAK2 in vivo experiments. These findings demonstrated that JAK2 and its down-streaming signaling pathways play a direct role in the progression of liver cancer possibly. To our knowledge, it was the first time to evaluate the role of JAK2 knockout in improving liver cancer from apoptosis, autophagy and proliferation, which could be a potential target for future therapeutic approach clinically.

Reduction of fibrosis in dibutyltin dichloride-induced chronic pancreatitis using rat umbilical mesenchymal stem cells from Wharton's jelly.

OBJECTIVES: The objective of this study was to investigate the effects of rat umbilical cord mesenchymal stem cells (UCMSCs) from Wharton's jelly on dibutyltin dichloride (DBTC)-induced chronic pancreatitis (CP) and subsequent pancreatic fibrosis in rats. METHODS: A rat model of CP induced by DBTC was used. Male Sprague-Dawley rats were randomly divided into 4 groups: the control, DBTC, DBTC + UCMSCs, and control + UCMSC groups. Umbilical cord mesenchymal stem cells were administered intravenously on day 5 after the administration of DBTC. On days 14 and 28, the rats were evaluated morphologically and biochemically. The expression levels of inflammatory cytokines and chemokines in the pancreatic tissues of different groups were evaluated using quantitative real-time polymerase chain reaction. The activation of pancreatic stellate cells was estimated by immunochemistry and Western blot analysis of α-smooth muscle actin. RESULTS: Umbilical cord mesenchymal stem cells were detected in inflamed pancreatic tissues. Umbilical cord mesenchymal stem cell treatment improved the histological scores and alleviated the fibrosis of pancreas samples, The expression of cytokines in the DBTC + UCMSC group was significantly lower than that in the DBTC group. Also, pancreatic stellate cell activation was inhibited by UCMSC treatment. CONCLUSIONS: Xenogeneic transplantation of UCMSCs is a novel approach for the treatment of CP and subsequent fibrosis. Umbilical cord mesenchymal stem cells may be a promising therapeutic intervention for human CP in the future.

Biopsy from the base of gastric ulcer may find gastric cancer earlier.

Gastric cancer is one of the most common malignancies in the world; however, its exact mechanism of development which may be relevant to many factors is still unclear, such as age, diet, Helicobacter pylori infection, smoking, polyps, chronic gastric ulcer and so on. Chronic gastric ulcer is considered as precancerous lesion of gastric cancer. The above-mentioned diseases are usually diagnosed by endoscopy and biopsy. In general, biopsy specimens are usually taken from the edges of lesions, seldom from the base. In patients with chronic gastric ulcer, especially healing or healed benign ulcer, we took the biopsy specimens from both the edges and the base of ulcers in the follow-up. Malignant lesions were found in several cases of chronic gastric ulcer, in which specimens were taken from the base of lesions. Therefore, we hypothesize that biopsy from the base of healing or healed chronic gastric ulcer in the second or third endoscopy may find gastric cancer earlier than traditional biopsy.