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1.
Innovation (Camb) ; 4(4): 100448, 2023 Jul 10.
Article in English | MEDLINE | ID: mdl-37333431

ABSTRACT

The systemic benefits of anti-inflammatory pharmacotherapy vary across cardiovascular diseases in clinical practice. We aimed to evaluate the application of artificial intelligence to acute type A aortic dissection (ATAAD) patients to determine the optimal target population who would benefit from urinary trypsin inhibitor use (ulinastatin). Patient characteristics at admission in the Chinese multicenter 5A study database (2016-2022) were used to develop an inflammatory risk model to predict multiple organ dysfunction syndrome (MODS). The population (5,126 patients from 15 hospitals) was divided into a 60% sample for model derivation, with the remaining 40% used for model validation. Next, we trained an extreme gradient-boosting algorithm (XGBoost) to develop a parsimonious patient-level inflammatory risk model for predicting MODS. Finally, a top-six-feature tool consisting of estimated glomerular filtration rate, leukocyte count, platelet count, De Ritis ratio, hemoglobin, and albumin was built and showed adequate predictive performance regarding its discrimination, calibration, and clinical utility in derivation and validation cohorts. By individual risk probability and treatment effect, our analysis identified individuals with differential benefit from ulinastatin use (risk ratio [RR] for MODS of RR 0.802 [95% confidence interval (CI) 0.656, 0.981] for the predicted risk of 23.5%-41.6%; RR 1.196 [0.698-2.049] for the predicted risk of <23.5%; RR 0.922 [95% CI 0.816-1.042] for the predicted risk of >41.6%). By using artificial intelligence to define an individual's benefit based on the risk probability and treatment effect prediction, we found that individual differences in risk probability likely have important effects on ulinastatin treatment and outcome, which highlights the need for individualizing the selection of optimal anti-inflammatory treatment goals for ATAAD patients.

2.
Transl Oncol ; 27: 101583, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36413861

ABSTRACT

Pancreatic cancer (PC) is a fatal malignancy, threatening human health in worldwide. Long non-coding RNAs (lncRNAs) have been acknowledged to be essential regulators in various biological processes of human cancers. However, the role of some novel lncRNAs in PC remain to be explored. In this study, we focused on the function and molecular mechanism of a novel lncRNA linc-UROD (also named TCONS_00002016 or XLOC_000166) in PC. The expression of linc-UROD was found to be upregulated in PC cells. The results of loss-of-function assays demonstrated that linc-UROD knockdown suppressed cell proliferation and migration, induced cell cycle G0/G1 arrest, and accelerated apoptosis of PC cells. Through mechanistic experiments, we found that IGF2BP3 stabilized linc-UROD through METTL3-mediated m6A modification. In addition, linc-UROD enhances the stability of ENO1 and PKM through interacting with them to inhibit ubiquitination. Detection on glucose consumption, pyruvate kinase activity and lactate production indicated that linc-UROD accelerated glycolysis of PC cells through PKM/ENO1-mediated pathway. To summarize, linc-UROD stabilized by IGF2BP3/METTL3 contributes to glycolysis and malignant phenotype of PC cells by stabilizing ENO1 and PKM. The findings suggest that linc-UROD may be a novel therapeutic target for PC patients.

3.
BMC Cardiovasc Disord ; 22(1): 411, 2022 09 15.
Article in English | MEDLINE | ID: mdl-36109723

ABSTRACT

BACKGROUND: Hyperuricemia is associated with aortic dissection and cardiovascular diseases. The implication of high serum uric acid (UA) level after acute aortic dissection repair remains unknown. The aim of this study is to explore the role of peri-operative serum UA level in predicting 30-days mortality with acute type A aortic dissection (AAAD) patients, who underwent surgery. METHODS: This study retrospectively enrolled 209 consecutive patients with AAAD, who underwent surgery in Xiangya Hospital from 2017 to 2020. Post-operative laboratory examinations were measured within 24 h after surgery. Univariate analysis and logistic regression analysis were used for predictor finding. RESULTS: 209 consecutive AAAD patients were included, 14.3% (n = 30) were dead within 30 days after surgery. By univariate analysis, we found AAAD repair patients with 30-days mortality had a higher prevalence of cerebral malperfusion, lower pre-operative fibrinogen, longer cardiopulmonary bypass and aortic crossclamp time, and higher post-operative day 1 (POD1) creatinine and urea levels. Both pre-operative (433.80 ± 152.59 vs. 373.46 ± 108.31 mmol/L, p = 0.038) and POD1 (559.78 ± 162.23 vs. 391.29 ± 145.19 mmol/L, p < 0.001) UA level were higher in mortality group than in survival group. In regression model, only cerebral malperfusion (OR, 7.938, 95% CI 1.252-50.323; p = 0.028) and POD1 UA level (OR, 2.562; 95% CI 1.635-4.014; p < 0.001) were independent predictors of 30-days mortality in AAAD repair patients. According to the ROC curve, the POD1 UA level provided positive value for 30-days mortality in AAAD repair patients with 0.799 areas under the curve. The optimum cutoff value selected by ROC curve was 500.15 mmol/L, with a sensitivity of 65% and a specificity of 86%. CONCLUSION: Pre- and post-operative hyperuricemia are potentially associated with worsened outcomes in AAAD surgery patients. The POD1 UA level has a predictive role in 30-days mortality in AAAD repair patients.


Subject(s)
Aortic Dissection , Hyperuricemia , Aortic Dissection/diagnosis , Aortic Dissection/surgery , Creatinine , Fibrinogen , Humans , Hyperuricemia/diagnosis , Retrospective Studies , Urea , Uric Acid
4.
Exp Cell Res ; 414(2): 113076, 2022 05 15.
Article in English | MEDLINE | ID: mdl-35218722

ABSTRACT

Determining the prognosis of patients remains a challenge due to the phenotypic and molecular diversities of hepatocellular carcinomas (HCC). We aimed to evaluate the role of SMYD5 in HCC. Wilcoxon signed-rank test and logistic regression analyzed the relationship between clinical pathologic features and SMYD5. We found that increased expression of SMYD5 in HCC was closely associated with high histologic grade, stage, T stage and nodal stage. Kaplan-Meier method, Cox regression, univariate analysis and multivariate analysis detected overall survival of TCGA-HCC patients. It turned out that high expression of SMYD5 predicted a worse prognosis in HCC. Gene Set Enrichment Analysis (GSEA) was applied via TCGA data set, which indicated that complement and coagulation cascades, fatty acid metabolism, primary bile acid biosynthesis, drug metabolism cytochrome P450, PPAR signaling pathway and retinol metabolism were differentially enriched in SMYD5 high expression phenotype. Interestingly, we proved that SMYD5 upregulation in HCC cells was induced by promoter hypo-methylation. Moreover, functional experiments demonstrated that SMYD5 silencing abrogated cell proliferation, migration and invasion and enhanced paclitaxel sensitivity in HCC. All findings implied that SMYD5 might be an underlying biomarker for prognosis and treatment of HCC.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Carcinoma, Hepatocellular/pathology , Humans , Liver Neoplasms/pathology , Methylation
5.
Eur Heart J Digit Health ; 3(4): 587-599, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36710897

ABSTRACT

Aims: The incremental usefulness of circulating biomarkers from different pathological pathways for predicting mortality has not been evaluated in acute Type A aortic dissection (ATAAD) patients. We aim to develop a risk prediction model and investigate the impact of arch repair strategy on mortality based on distinct risk stratifications. Methods and results: A total of 3771 ATAAD patients who underwent aortic surgery retrospectively included were randomly divided into training and testing cohorts at a ratio of 7:3 for the development and validation of the risk model based on multiple circulating biomarkers and conventional clinical factors. Extreme gradient boosting was used to generate the risk models. Subgroup analyses were performed by risk stratifications (low vs. middle-high risk) and arch repair strategies (proximal vs. extensive arch repair). Addition of multiple biomarkers to a model with conventional factors fitted an ABC risk model consisting of platelet-leucocyte ratio, mean arterial pressure, albumin, age, creatinine, creatine kinase-MB, haemoglobin, lactate, left ventricular end-diastolic dimension, urea nitrogen, and aspartate aminotransferase, with adequate discrimination ability {area under the receiver operating characteristic curve (AUROC): 0.930 [95% confidence interval (CI) 0.906-0.954] and 0.954, 95% CI (0.930-0.977) in the derivation and validation cohort, respectively}. Compared with proximal arch repair, the extensive repair was associated with similar mortality risk among patients at low risk [odds ratio (OR) 1.838, 95% CI (0.559-6.038); P = 0.316], but associated with higher mortality risk among patients at middle-high risk [OR 2.007, 95% CI (1.460-2.757); P < 0.0001]. Conclusion: In ATAAD patients, the simultaneous addition of circulating biomarkers of inflammatory, cardiac, hepatic, renal, and metabolic abnormalities substantially improved risk stratification and individualized arch repair strategy.

6.
Cell Mol Life Sci ; 78(23): 7709-7732, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34713304

ABSTRACT

This study investigated the regulation of GRP78 in tumour-associated macrophage polarization in lung cancer. First, our results showed that GRP78 was upregulated in macrophages during M2 polarization and in a conditioned medium derived from lung cancer cells. Next, we found that knocking down GRP78 in macrophages promoted M1 differentiation and suppressed M2 polarization via the Janus kinase/signal transducer and activator of transcription signalling. Moreover, conditioned medium from GRP78- or insulin-like growth factor 1-knockdown macrophages attenuated the survival, proliferation, and migration of lung cancer cells, while conditioned medium from GRP78-overexpressing macrophages had the opposite effects. Additionally, GRP78 knockdown reduced both the secretion of insulin-like growth factor 1 and the phosphorylation of the insulin-like growth factor 1 receptor. Interestingly, insulin-like growth factor 1 neutralization downregulated GRP78 and suppressed GRP78 overexpression-induced M2 polarization. Mechanistically, insulin-like growth factor 1 treatment induced the translocation of GRP78 to the plasma membrane and promoted its association with the insulin-like growth factor 1 receptor. Finally, IGF-1 blockade and knockdown as well as GRP78 knockdown in macrophages inhibited M2 macrophage-induced survival, proliferation, and migration of lung cancer cells both in vitro and in vivo.


Subject(s)
Biomarkers, Tumor/metabolism , Endoplasmic Reticulum Chaperone BiP/metabolism , Gene Expression Regulation, Neoplastic , Lung Neoplasms/pathology , Macrophage Activation , Macrophages/immunology , Animals , Apoptosis , Biomarkers, Tumor/genetics , Cell Movement , Cell Proliferation , Endoplasmic Reticulum Chaperone BiP/genetics , Humans , Insulin-Like Growth Factor I/genetics , Insulin-Like Growth Factor I/metabolism , Janus Kinases/genetics , Janus Kinases/metabolism , Lung Neoplasms/genetics , Lung Neoplasms/immunology , Lung Neoplasms/metabolism , Mice , Mice, Nude , STAT1 Transcription Factor/genetics , STAT1 Transcription Factor/metabolism , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
7.
Oncotarget ; 8(13): 22187-22202, 2017 Mar 28.
Article in English | MEDLINE | ID: mdl-28108736

ABSTRACT

Colorectal cancer (CRC) is a common gastrointestinal cancer, with a high incidence and high mortality. Long non-coding RNAs (lncRNAs) are involved in the development, invasion and metastasis, early diagnosis, prognosis, the chemoresistance and radioresistance of CRC through interference with mRNA activity, directly combining with proteins to regulate their activity or alter their localization, influencing downstream gene expression by inhibiting RNA polymerase and regulating gene expression as competing endogenous RNAs. Recent progress in next generation sequencing and transcriptome analysis has revealed that tissue and cancer-type specific lncRNAs could be useful prognostic markers. Here, the CRC-associated lncRNAs from recent studies until October 2016 are reviewed and multiple studies that have confirmed CRC-associated lncRNAs are summarized. This review may be helpful in understanding the overall relationships between the lncRNAs involved in CRC.


Subject(s)
Colorectal Neoplasms/genetics , Gene Expression Regulation, Neoplastic , RNA, Long Noncoding/genetics , Animals , Humans
8.
Immunobiology ; 220(10): 1136-40, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26074062

ABSTRACT

BACKGROUND AND AIMS: The prevalence of lung cancer is increasing in the recent decades. The underlying mechanism is unclear. The insulin-like growth factor (IGF) and p53 protein are important molecules involving the tumor immunity. This study aims to investigate the role of IGF intervene the radiation-induced lung cancer apoptosis. METHODS: Lung cancer cells were isolated from surgically removed lung cancer tissue. The lung cancer cell lines, A549 cells and H23 cells were irradiated. The expression of IGF1 receptor (IGF1R) by the lung cancer cells, and apoptosis, were assessed by flow cytometry. RESULTS: The results showed that human lung cancer cells expressed IGF1R. IGF1R played a critical role in the radiation-induced lung cancer cell apoptosis. The histone deacetylase-1 (HDAC1) phosphorylation was up regulated by irradiation. The phosphorylated HDAC1 bound the p53 promoter to inhibit the gene transcription, which was abolished by the presence of an inhibitor of HDAC1 or a STAT3 inhibitor. CONCLUSION: The data suggest that activation of IGF1R plays a critical role in the radioresistance, which can be prevented in the presence of the inhibitors of HDAC1 or STAT3 inhibitors.


Subject(s)
Apoptosis/immunology , Gamma Rays , Gene Expression Regulation, Neoplastic/radiation effects , Lung Neoplasms/immunology , Neoplasm Proteins/immunology , Radiation Tolerance/immunology , Receptors, Somatomedin/immunology , Apoptosis/drug effects , Apoptosis/radiation effects , Cell Line, Tumor , Gene Expression Regulation, Neoplastic/drug effects , Gene Expression Regulation, Neoplastic/immunology , Histone Deacetylase 1/antagonists & inhibitors , Histone Deacetylase 1/immunology , Histone Deacetylase Inhibitors/pharmacology , Humans , Lung Neoplasms/pathology , Lung Neoplasms/therapy , Neoplasm Proteins/antagonists & inhibitors , Radiation Tolerance/drug effects , Receptor, IGF Type 1 , STAT3 Transcription Factor/antagonists & inhibitors , STAT3 Transcription Factor/immunology
9.
Mol Med Rep ; 11(5): 3988-94, 2015 May.
Article in English | MEDLINE | ID: mdl-25606826

ABSTRACT

Autophagy is a cellular self­catabolic process responsible for the degradation of proteins and organelles. Autophagy is able to promote cell survival in response to stress, and increased autophagy amongst cardiomyocytes has been identified in conditions of heart failure, starvation and ischemia/reperfusion. However, the detailed regulatory mechanisms underlying autophagy in heart disease have remained elusive. MicroRNAs (miRNAs) have been implicated in the regulation of autophagy in cells under stress. In the present study, the protective effect of miRNA (miR)­101 on hypoxia/reoxygenation (H/R)­induced cardiomyocyte apoptosis was investigated. It was revealed that H/R induced apoptosis in H9c2 cardiomyocytes, accompanied by a downregulation of miR­101 expression. Further investigation identified Ras­related protein Rab­5A (RAB5A) as a direct target of miR­101. RAB5A was previously reported to be involved in autophagy; therefore, the present study further focused on the role of miR­101 in the regulation of autophagy under H/R and found that the inhibition of miR­101 attenuated H/R­induced apoptosis, at least partially, via the induction of autophagy. In conclusion, the results of the present study revealed a beneficial effect of miR­101 inhibition on H/R­induced apoptosis in cardiomyocytes, indicating that miR­101 inhibition may present a potential therapeutic agent in the treatment or prevention of heart diseases.


Subject(s)
Apoptosis/genetics , MicroRNAs/genetics , Myocytes, Cardiac/metabolism , Autophagy/genetics , Cell Hypoxia , Cell Line , Down-Regulation , Gene Expression Regulation , Humans , MicroRNAs/chemistry , RNA Interference , RNA, Messenger/chemistry , RNA, Messenger/genetics , rab5 GTP-Binding Proteins/chemistry , rab5 GTP-Binding Proteins/genetics
10.
Zhong Nan Da Xue Xue Bao Yi Xue Ban ; 35(8): 885-91, 2010 Aug.
Article in Chinese | MEDLINE | ID: mdl-20818085

ABSTRACT

OBJECTIVE: To determine the cardioprotection of adenosine treatment in cadaver donor rats with warm ischemia. METHODS: Rats were randomly divided into 7 groups. Group C was a control group. Group I(5), I(15), and I(30): The donor hearts from the cadaver rats that died of acute hemorrhagic shock and within warm ischemic durations of 5, 15, and 30 min, respectively, and the donor hearts were perfused with STH-1 for 30 min before cervical heterotopic heart transplantation. Group A(5), A(15), and A(30) were adenosine treatment groups and the donor hearts were obtained as mentioned above and perfused with STH-1 plus adenosine (adenosine concentration 1.2 mmol/L) before cervical heterotopic heart transplantation. We detected the change of the grafts including ultrastructure, the level of ATP, SOD, and MDA, NF-kappaB mRNA, TNF-alpha, and IL-6 24 h after the transplantation. RESULTS: At the same time point, compared with Group I(5), I(15), and I(30), Group A(5), A(15), and A(30) showed increased ATP and SOD in the myocardial tissues, and decreased MDA, NF-kappaB mRNA, TNF-alpha, and IL-6 (P<0.05). CONCLUSION: Adenosine treatment can protect the graft in cadaver donor rats with warm ischemia. The mechanism may improve the myocardial energy metabolism, attenuate lipid peroxidation injury, suppress the expression of NF-kappaB mRNA, and decrease the inflammatory damage of TNF-alpha and IL-6.


Subject(s)
Adenosine/pharmacology , Cardiotonic Agents/pharmacology , Heart Transplantation , Heart/drug effects , Organ Preservation/methods , Warm Ischemia/methods , Animals , Male , Myocardial Reperfusion Injury/prevention & control , Random Allocation , Rats , Rats, Sprague-Dawley
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