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1.
J Transl Med ; 22(1): 433, 2024 May 08.
Article En | MEDLINE | ID: mdl-38720361

Doxorubicin (DOX) is a broad-spectrum and highly efficient anticancer agent, but its clinical implication is limited by lethal cardiotoxicity. Growing evidences have shown that alterations in intestinal microbial composition and function, namely dysbiosis, are closely linked to the progression of DOX-induced cardiotoxicity (DIC) through regulating the gut-microbiota-heart (GMH) axis. The role of gut microbiota and its metabolites in DIC, however, is largely unelucidated. Our review will focus on the potential mechanism between gut microbiota dysbiosis and DIC, so as to provide novel insights into the pathophysiology of DIC. Furthermore, we summarize the underlying interventions of microbial-targeted therapeutics in DIC, encompassing dietary interventions, fecal microbiota transplantation (FMT), probiotics, antibiotics, and natural phytochemicals. Given the emergence of microbial investigation in DIC, finally we aim to point out a novel direction for future research and clinical intervention of DIC, which may be helpful for the DIC patients.


Cardiotoxicity , Doxorubicin , Gastrointestinal Microbiome , Gastrointestinal Microbiome/drug effects , Humans , Doxorubicin/adverse effects , Cardiotoxicity/etiology , Animals , Dysbiosis , Fecal Microbiota Transplantation
2.
Front Immunol ; 15: 1264856, 2024.
Article En | MEDLINE | ID: mdl-38455049

Background: Increasing evidence indicating that coronavirus disease 2019 (COVID-19) increased the incidence and related risks of pericarditis and whether COVID-19 vaccine is related to pericarditis has triggered research and discussion. However, mechanisms behind the link between COVID-19 and pericarditis are still unknown. The objective of this study was to further elucidate the molecular mechanisms of COVID-19 with pericarditis at the gene level using bioinformatics analysis. Methods: Genes associated with COVID-19 and pericarditis were collected from databases using limited screening criteria and intersected to identify the common genes of COVID-19 and pericarditis. Subsequently, gene ontology, pathway enrichment, protein-protein interaction, and immune infiltration analyses were conducted. Finally, TF-gene, gene-miRNA, gene-disease, protein-chemical, and protein-drug interaction networks were constructed based on hub gene identification. Results: A total of 313 common genes were selected, and enrichment analyses were performed to determine their biological functions and signaling pathways. Eight hub genes (IL-1ß, CD8A, IL-10, CD4, IL-6, TLR4, CCL2, and PTPRC) were identified using the protein-protein interaction network, and immune infiltration analysis was then carried out to examine the functional relationship between the eight hub genes and immune cells as well as changes in immune cells in disease. Transcription factors, miRNAs, diseases, chemicals, and drugs with high correlation with hub genes were predicted using bioinformatics analysis. Conclusions: This study revealed a common gene interaction network between COVID-19 and pericarditis. The screened functional pathways, hub genes, potential compounds, and drugs provided new insights for further research on COVID-19 associated with pericarditis.


COVID-19 , Pericarditis , Humans , COVID-19 Vaccines , COVID-19/genetics , Computational Biology , Systems Biology , Pericarditis/genetics
3.
Article En | MEDLINE | ID: mdl-38305398

AIM: To analyze the sequencing results of circular RNAs (circRNAs) in cardiomyocytes between the doxorubicin (DOX)-injured group and exosomes treatment group. Moreover, to offer potential circRNAs possibly secreted by exosomes mediating the therapeutic effect on DOXinduced cardiotoxicity for further study. MATERIALS & METHODS: The DOX-injured group (DOX group) of cardiomyocytes was treated with DOX, while an exosomes-treated group of injured cardiomyocytes were cocultured with bone marrow mesenchymal stem cells (BMSC)-derived exosomes (BEC group). The high-throughput sequencing of circRNAs was conducted after the extraction of RNA from cardiomyocytes. The differential expression of circRNA was analyzed after identifying the number, expression, and conservative of circRNAs. Then, the target genes of differentially expressed circRNAs were predicted based on the targetscan and Miranda database. Next, the GO and KEGG enrichment analyses of target genes of circRNAs were performed. The crucial signaling pathways participating in the therapeutic process were identified. Finally, a real-time quantitative polymerase chain reaction experiment was conducted to verify the results obtained by sequencing. RESULTS: Thirty-two circRNAs are differentially expressed between the two groups, of which twenty-three circRNAs were elevated in the exosomes-treated group (BEC group). The GO analysis shows that target genes of differentially expressed circRNAs are mainly enriched in the intracellular signalactivity, regulation of nucleic acid-templated transcription, Golgi-related activity, and GTPase activator activity. The KEGG analysis displays that they were involved in the autophagy biological process and NOD-like receptor signaling pathway. The verification experiment suggested that mmu_circ_0000425 (ID: 116324210) was both decreased in the DOX group and elevated in BEC group, which was consistent with the result of sequencing. CONCLUSION: mmu_circ_0000425 in exosomes derived from bone marrow mesenchymal stem cells (BMSC) may have a therapeutic role in alleviating doxorubicin-induced cardiotoxicity (DIC).

4.
J Inflamm Res ; 17: 669-685, 2024.
Article En | MEDLINE | ID: mdl-38328563

Purpose: Doxorubicin-induced cardiotoxicity (DIC) is a severe side reaction in cancer chemotherapy that greatly impacts the well-being of cancer patients. Currently, there is still an insufficiency of effective and reliable biomarkers in the field of clinical practice for the early detection of DIC. This study aimed to determine and validate the potential diagnostic and predictive values of critical signatures in DIC. Methods: We obtained high-throughput sequencing data from the GEO database and performed data analysis and visualization using R software, GO, KEGG and Cytoscape. Machine learning methods and weighted gene coexpression network (WGCNA) were used to identify key genes for diagnostic model construction. Receiver operating characteristic (ROC) analysis and a nomogram were used to assess their diagnostic values. A multiregulatory network was built to reveal the possible regulatory relationships of critical signatures. Cell-type identification by estimating relative subsets of RNA transcript (CIBERSORT) analysis was used to investigate differential immune cell infiltration. Additionally, a cell and animal model were constructed to investigate the relationship between the identified genes and DIC. Results: Among the 3713 differentially expressed genes, three key genes (CSGALNACT1, ZNF296 and FANCB) were identified. A nomogram and ROC curves based on three key genes showed excellent diagnostic predictive performance. The regulatory network analysis showed that the TFs CREB1, EP300, FLI1, FOXA1, MAX, and MAZ modulated three key genes. An analysis of immune cell infiltration indicated that many immune cells (activated NK cells, M0 macrophages, activated dendritic cells and neutrophils) might be related to the progression of DIC. Furthermore, there may be various degrees of correlation between the three critical signatures and immune cells. RT‒qPCR demonstrated that the mRNA expression of CSGALNACT1 and ZNF296 was significantly upregulated, while FANCB was significantly downregulated in DOX-treated cardiomyocytes in vitro and in vivo. Conclusion: Our study suggested that the differential expression of CSGALNACT1, ZNF296 and FANCB is associated with cardiotoxicity and is also involved in immune cell infiltration in DIC. They might be potential biomarkers for the early occurrence of DIC.

5.
Genomics ; 116(1): 110775, 2024 Jan.
Article En | MEDLINE | ID: mdl-38163573

AIM: To assess the differential expression profiles of exosome-derived microRNA (miRNA) and reveal their potential functions in patients with acute viral myocarditis (AVMC). MATERIALS & METHODS: Peripheral blood samples were collected from 9 patients diagnosed with AVMC and 9 healthy controls (HC) in the Affiliated Hospital of Qingdao University from July 2021 to September 2022. The exosomal miRNA expression were tested using RNA high-throughput sequencing. We conducted the GO and KEGG functional analysis to predict the potential molecular, biological functions and related signaling pathways of miRNAs in exosomes. Target genes of exosomal miRNAs were predicted and miRNA-target gene network was mapped using gene databases. Differentially expressed exosomal miRNAs were selected and their expression levels were detected by quantitative real-time polymerase chain reaction (qRT-PCR) to verify the sequencing results. RESULTS: P < 0.05 and Fold Change>2 were considered as cut-off value to screen miRNAs that were differently expressed. This study identified 14 upregulated and 14 downregulated exosome-derived miRNAs. GO and KEGG analysis showed that differentially expressed miRNAs may be related to ß-catenin binding, DNA transcription activities, ubiquitin ligase, PI3K-Akt, FoxO, P53, MAPK, and etc.. The target genes of differentially expressed miRNAs were predicted using gene databases. Real-time PCR confirmed the upregulation of hsa-miR-548a-3p and downregulation of hsa-miR-500b-5p in AVMC. CONCLUSIONS: Hsa-miR-548a-3p and hsa-miR-500b-5p could serve as a promising biomarker of AVMC. Exosomal miRNAs may have substantial roles in the mechanisms of AVMC.


MicroRNAs , Myocarditis , Virus Diseases , Humans , MicroRNAs/metabolism , Myocarditis/genetics , Phosphatidylinositol 3-Kinases/metabolism , Signal Transduction/genetics , Down-Regulation
6.
Chem Biodivers ; 20(12): e202301217, 2023 Dec.
Article En | MEDLINE | ID: mdl-37870539

The binding of pseudallecin A (PA), a potential antibiotic with strong inhibitory activities against Gram-positive Escherichia coli and Gram-negative Staphylococcus aureus, to human serum albumin (HSA) was explored. The interaction between them was assessed by multi-spectroscopic analysis, binding site competitive analysis, molecular docking and molecular dynamic simulation, showing the results as follows: PA effectively quenched the innate fluorescence of HSA by a static quenching process, formed a complex at a molar ratio of approximately 1 : 1 and performed an effective non-radiative energy transfer; the binding of PA to HSA was a spontaneous exothermic reaction driven by enthalpy with strong affinity and had a slight effect on the conformation of HSA; PA bound at site III of HSA and hydrogen bonds were the major binding forces to maintain the stability of the PA-HSA complex. Molecular dynamic simulation was performed to calculate the root mean square deviation (RMSD), root mean square fluctuation (RMSF) and radius of gyration (Rg) for this complex and effectively supported the spectroscopic outcome. These results meant that the delivery and distribution of PA as a water-insoluble molecule can be efficiently accomplished via HSA in human blood and, it has a good potential for future drug application and pharmacological development.


Molecular Dynamics Simulation , Serum Albumin, Human , Humans , Serum Albumin, Human/metabolism , Molecular Docking Simulation , Protein Binding , Binding Sites , Thermodynamics , Circular Dichroism , Spectrometry, Fluorescence
7.
Clin Chim Acta ; 551: 117613, 2023 Nov 01.
Article En | MEDLINE | ID: mdl-37871762

Myocardial infarction in the absence of obstructive coronary artery disease (MINOCA) is an important subtype of myocardial infarction. Although comprising less than 50% stenosis in the main epicardial coronary arteries, it constitutes a severe health risk. A variety of approaches have been recommended, but definitive diagnosis remains elusive. In addition, the lack of a comprehensive understanding of underlying pathophysiology makes clinical management difficult and unpredictable. This review highlights ongoing efforts to identify relevant biomarkers in MINOCA to improve diagnosis, individualize treatment and better predict outcomes.


Coronary Artery Disease , Myocardial Infarction , Humans , MINOCA , Coronary Angiography , Risk Factors , Coronary Artery Disease/diagnosis , Coronary Artery Disease/therapy , Myocardial Infarction/diagnosis , Biomarkers , Coronary Vessels
8.
Stem Cell Rev Rep ; 19(7): 2481-2496, 2023 10.
Article En | MEDLINE | ID: mdl-37535186

BACKGROUND: Protection of cardiac function following myocardial infarction was largely enhanced by bradykinin-pretreated cardiac-specific c-kit+ (BK-c-kit+) cells, even without significant engraftment, indicating that paracrine actions of BK-c-kit+ cells play a pivotal role in angiogenesis. Nevertheless, the active components of the paracrine actions of BK-c-kit+ cells and the underlying mechanisms remain unknown. This study aimed to define the active components of exosomes from BK-c-kit+ cells and elucidate their underlying protective mechanisms. METHODS: Matrigel tube formation assay, cell cycle, and mobility in human umbilical vein endothelial cells (HUVECs) and hindlimb ischemia (HLI) in mice were applied to determine the angiogenic effect of condition medium (CM) and exosomes. Proteome profiler, microRNA sponge, Due-luciferase assay, microRNA-sequencing, qRT-PCR, and Western blot were used to determine the underlying mechanism of the angiogenic effect of exosomes from BK-c-kit+. RESULTS: As a result, BK-c-kit+ CM and exosomes promoted tube formation in HUVECs and the repair of HLI in mice. Angiogenesis-related proteomic profiling and microRNA sequencing revealed highly enriched miR-3059-5p as a key angiogenic component of BK-c-kit+ exosomes. Meanwhile, loss- and gain-of-function experiments revealed that the promotion of angiogenesis by miR-3059-5p was mainly through suppression of TNFSF15-inhibited effects on vascular tube formation, cell proliferation and cell migration. Moreover, enhanced angiogenesis of miR-3059-5p-inhibited TNFSF15 has been associated with Akt/Erk1/2/Smad2/3-modulated signaling pathway. CONCLUSION: Our results demonstrated a novel finding that BK-c-kit+ cells enrich exosomal miR-3059-5p to suppress TNFSF15 and promote angiogenesis against hindlimb ischemia in mice.


Bradykinin , MicroRNAs , Humans , Mice , Animals , Bradykinin/metabolism , Proteomics , Neovascularization, Physiologic/genetics , MicroRNAs/genetics , MicroRNAs/metabolism , Ischemia/metabolism , Human Umbilical Vein Endothelial Cells/metabolism , Hindlimb/metabolism , Tumor Necrosis Factor Ligand Superfamily Member 15/metabolism
9.
Sci Rep ; 13(1): 12801, 2023 08 07.
Article En | MEDLINE | ID: mdl-37550396

Comprehensive investigation of tumor-infiltrating lymphocytes in cancer is crucial to explore the effective immunotherapies, but the composition of infiltrating T cells in urothelial bladder carcinoma (UBC) remains elusive. Here, single-cell RNA sequencing (scRNA-seq) were performed on total 30,905 T cells derived from peripheral blood, adjacent normal and tumor tissues from two UBC patients. We identified 18 distinct T cell subsets based on molecular profiles and functional properties. Specifically, exhausted T (TEx) cells, exhausted NKT (NKTEx) cells, Ki67+ T cells and B cell-like T (B-T) cells were exclusively enriched in UBC. Additionally, the gene signatures of TEx, NKTEx, Ki67+ T and B-T cells were significantly associated with poor survival in patients with BC and various tumor types. Finally, IKZF3 and TRGC2 are the potential biomarkers of TEx cells. Overall, our study demonstrated an exhausted context of T cells in UBC, which layed a theoretical foundation for the development of effective tumor immunotherapies.


Carcinoma, Transitional Cell , Urinary Bladder Neoplasms , Humans , Urinary Bladder/pathology , Ki-67 Antigen/metabolism , Urinary Bladder Neoplasms/pathology , Carcinoma, Transitional Cell/pathology , Lymphocytes, Tumor-Infiltrating/pathology , Prognosis , CD8-Positive T-Lymphocytes/metabolism , Tumor Microenvironment
10.
Crit Rev Food Sci Nutr ; : 1-9, 2023 Jun 21.
Article En | MEDLINE | ID: mdl-37341701

Despite a multitude of investigations assessing the impact of green coffee extract supplementation on obesity indices, there is still a great deal of heated debate regarding the benefits of this intervention in obesity management. Therefore, in order to clarify the effect of green coffee extract on waist circumference (WC), body mass index (BMI) and body weight (BW), we conducted an umbrella review of interventional meta-analyses. The Web of Science, Scopus, PubMed/Medline, and Embase databases were searched using specific keywords and word combinations. The umbrella meta-analysis was performed using the Stata software version 17 (Stata Corp. College Station, Texas, USA). We pooled effect sizes (ES) and confidence intervals (CI) for the outcomes using the random effects model (the DerSimonian and Laird method). In total, 5 eligible meta-analyses were included in the final quantitative assessment. Data pooled from 5 eligible papers revealed that green coffee extract can reduce BW (WMD: -1.22 kg, 95% CI: -1.53 to -0.92, p < 0.001), BMI (WMD: -0.48 kg/m2, 95% CI: -0.67 to -0.29, p < 0.001) and WC (WMD: -0.55 cm, 95% CI: -0.80 to -0.31, p < 0.001). Subgroup analyses highlighted that green coffee extract supplementation in dosages ≤600 mg/day and interventions lasting >7 wk are more likely to decrease BW. The present umbrella meta-analysis confirms the beneficial effects of green coffee extract in reducing WC, BMI, and BW. Thus, we may infer that green coffee extract can be used as a complementary therapy in the management of obesity.

11.
Phytother Res ; 37(5): 2187-2211, 2023 May.
Article En | MEDLINE | ID: mdl-37086188

Angelica species have been traditionally used for their medicinal properties. Recent studies have suggested their potential use as anticancer agents, making them an area of interest for further research. The review aims to summarize the current understanding of the potential anticancer effects of Angelica species and to provide insights for further research in this area. We searched for "Angelica" related information on Google Scholar, PubMed, ScienceDirect, Wiley, Science Citation Index Finder, and Springer link by searching keywords such as "Angelica," "Angelica phytochemical," "Angelica antitumor effect," "Angelica molecular mechanisms," and "Angelica clinical application." Included articles focused on the Angelica plant's anticancer properties and clinical studies, while non-cancer-related biological or phytochemical investigations were excluded. We conducted a comprehensive search of books, journals, and databases published between 2001 and 2023, identifying 186 articles for this narrative review. The articles were analyzed for their potential anticancer properties and therapeutic applications. Active compounds in the Angelica genus, such as coumarins, furanocoumarins, phthalides, and polysaccharides, exhibit anticancer properties through various mechanisms. Specific species, like A. archangelica, Angelica sinensis, A. gigas, and A. ksiekie, have the potential as anticancer agents by targeting cellular pathways, generating reactive oxygen species, and inducing apoptotic cell death. Further research into the properties of the Angelica genus is needed for developing new treatments for cancer. Phytochemicals from Angelica species possess potential as anticancer agents, requiring further research for the development of effective, low-cost, and low-toxicity cancer treatments compared to synthetic antitumor drugs.


Angelica , Neoplasms , Humans , Phytotherapy , Angelica/chemistry , Plant Extracts/pharmacology , Plant Extracts/therapeutic use , Plant Extracts/chemistry , Phytochemicals/pharmacology , Neoplasms/drug therapy , Ethnopharmacology
12.
J Nanobiotechnology ; 20(1): 435, 2022 Oct 04.
Article En | MEDLINE | ID: mdl-36195937

Exosomes of human cardiosphere-derived cells (CDCs) are very promising for treating cardiovascular disorders. However, the current challenge is inconvenient delivery methods of exosomes for clinical application. The present study aims to explore the potential to enhance the therapeutic effect of exosome (EXO) from human CDCs to myocardial hypertrophy. A heart homing peptide (HHP) was displayed on the surface of exosomes derived from CDCs that were forced to express the HHP fused on the N-terminus of the lysosomal-associated membrane protein 2b (LAMP2b). The cardiomyocyte-targeting capability of exosomes were analyzed and their therapeutic effects were evaluated in a mouse model of myocardial hypertrophy induced by transverse aorta constriction (TAC). The molecular mechanisms of the therapeutic effects were dissected in angiotensin II-induced neonatal rat cardiomyocyte (NRCMs) hypertrophy model using a combination of biochemistry, immunohistochemistry and molecular biology techniques. We found that HHP-exosomes (HHP-EXO) accumulated more in mouse hearts after intravenous delivery and in cultured NRCMs than control exosomes (CON-EXO). Cardiac function of TAC mice was significantly improved with intravenous HHP-EXO administration. Left ventricular hypertrophy was reduced more by HHP-EXO than CON-EXO via inhibition of ß-MHC, BNP, GP130, p-STAT3, p-ERK1/2, and p-AKT. Similar results were obtained in angiotensin II-induced hypertrophy of NRCMs, in which the beneficial effects of HHP-EXO were abolished by miRNA-148a inhibition. Our results indicate that HHP-EXO preferentially target the heart and improve the therapeutic effect of CDCs-exosomes on cardiac hypertrophy. The beneficial therapeutic effect is most likely attributed to miRNA-148a-mediated suppression of GP130, which in turn inhibits STAT3/ERK1/2/AKT signaling pathway, leading to improved cardiac function and remodeling.


Exosomes , MicroRNAs , Angiotensin II/metabolism , Angiotensin II/pharmacology , Animals , Cardiomegaly/therapy , Cytokine Receptor gp130/metabolism , Exosomes/metabolism , Humans , Lysosomal Membrane Proteins/metabolism , Mice , MicroRNAs/metabolism , Myocytes, Cardiac/metabolism , Peptides/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Rats
13.
Nat Prod Res ; 36(23): 5977-5983, 2022 Dec.
Article En | MEDLINE | ID: mdl-35285355

A novel tyroscherin derivative named pseudallecin A (1) with a natural unprecedented morpholine-2, 3-dione structural unit, and a new biogenic synthesis related organic acid named pseudallecin B (2) were purified from a symbiotic fungus Pseudallescheria boydii derived from Pomacea canaliculata. Their structures were elucidated via spectroscopic analyses and ECD calculation. Pseudallecin A exhibited strong inhibitory activities against both Gram-positive Escherichia coli and Gram-negative Staphylococcus aureus.


Pseudallescheria , Pseudallescheria/chemistry , Anti-Bacterial Agents/pharmacology , Anti-Bacterial Agents/chemistry , Morpholines
14.
Pharm Biol ; 60(1): 553-561, 2022 Dec.
Article En | MEDLINE | ID: mdl-35244510

CONTEXT: Acacetin is a natural source of flavonoids with anti-inflammatory and antioxidant effects. OBJECTIVE: This study determines acacetin's protective effect and mechanism on myocardial ischaemia/reperfusion (I/R) injury. MATERIALS AND METHODS: Sprague-Dawley rats were divided into sham and I/R injury and treatment with acacetin. Acacetin (10 mg/kg) was subcutaneously injected for 7 days. ECG and echocardiography were conducted to determine arrhythmia and heart function. The pathological characters of the heart were determined with triphenyl tetrazolium chloride staining, Haematoxylin & Eosin staining, and Masson staining. Expression of proteins in infarct tissues was examined with western blots. RESULTS: Administrated with acacetin in I/R rats significantly reduced the arrhythmia score from 4.90 to 2.50 and the reperfusion arrhythmia score from 3.79 to 1.82 in the vehicle or the acacetin group, respectively. LVEF was improved from 33.5% in the I/R group to 43.7% in the acacetin group, LVFS was increased from 16.4% to 24.5%, LVIDs was decreased from 6.5 to 5.3 mm. The inflammatory cell infiltration, myocardial fibrosis, and collagen 1 and 3 were reduced by acacetin. Acacetin promoted SOD and decreased MDA. In myocardial tissues, the expression level of TLR4 and IL-6 were restrained, and IL-10 was promoted. Apoptotic protein Bax was suppressed, and anti-apoptotic protein Bcl-2 was promoted in the acacetin group. Interestingly, the transcription factor Nrf-2/HO-1 pathway was also reversed by acacetin. DISCUSSION AND CONCLUSION: Our findings indicated that acacetin has a potential therapeutic effect in clinical application on treating I/R-induced heart injury.


Apoptosis/drug effects , Flavones/pharmacology , Myocardial Reperfusion Injury/drug therapy , Oxidative Stress/drug effects , Animals , Anti-Inflammatory Agents/pharmacology , Antioxidants/pharmacology , Heme Oxygenase (Decyclizing)/metabolism , Male , Myocardial Reperfusion Injury/physiopathology , NF-E2-Related Factor 2/metabolism , Proto-Oncogene Proteins c-bcl-2/metabolism , Rats , Rats, Sprague-Dawley , bcl-2-Associated X Protein/metabolism
15.
Brief Bioinform ; 23(2)2022 03 10.
Article En | MEDLINE | ID: mdl-35043158

Drug-target interactions (DTIs) prediction research presents important significance for promoting the development of modern medicine and pharmacology. Traditional biochemical experiments for DTIs prediction confront the challenges including long time period, high cost and high failure rate, and finally leading to a low-drug productivity. Chemogenomic-based computational methods can realize high-throughput prediction. In this study, we develop a deep collaborative filtering prediction model with multiembeddings, named DCFME (deep collaborative filtering prediction model with multiembeddings), which can jointly utilize multiple feature information from multiembeddings. Two different representation learning algorithms are first employed to extract heterogeneous network features. DCFME uses the generated low-dimensional dense vectors as input, and then simulates the drug-target relationship from the perspective of both couplings and heterogeneity. In addition, the model employs focal loss that concentrates the loss on sparse and hard samples in the training process. Comparative experiments with five baseline methods show that DCFME achieves more significant performance improvement on sparse datasets. Moreover, the model has better robustness and generalization capacity under several harder prediction scenarios.


Algorithms , Drug Development , Drug Development/methods
16.
Zhongguo Zhen Jiu ; 41(5): 479-84, 2021 May 12.
Article Zh | MEDLINE | ID: mdl-34002558

OBJECTIVE: To observe the effect of abdominal penetrating moxibustion on strength and endurance of core muscle group in patients with stroke. METHODS: Sixty-two patients with stroke were randomly divided into an observation group (31 cases, 2 cases dropped off) and a control group (31 cases, 2 cases dropped off). The patients in the control group were treated with routine basic treatment, acupuncture treatment and rehabilitation training; based on the treatment of the control group, the patients in the observation group were treated with abdominal penetrating moxibustion, approximately 50 min each time, once a day. The treatments in the two groups were given 5 times a week for 4 weeks. The root mean square (RMS) and median frequency (MF) of bilateral transverse abdominis and multifidus of performing sitting-standing and making steps were measured by surface electromyography before and after treatment. The postural assessment scale for stroke (PASS), Berg balance scale (BBS) and lower-limb Fugl-Meyer motor assessment (FMA) scores were observed before treatment, 2 weeks into treatment and 4 weeks into treatment. RESULTS: Compared before treatment, when performing different postures, the RMS and MF of bilateral transversus abdominis and multifidus in the two groups were increased after treatment (P<0.01, P<0.05). The RMS of affected-side transversus abdominis and multifidus and the MF value of bilateral transverse abdominis and multifidus in the observation group were higher than those in the control group (P<0.05). Compared before treatment, the PASS, BBS and FMA scores were increased 4 weeks into treatment in the two groups (P<0.01), and those in the observation group were higher than the control group (P<0.01). CONCLUSION: The abdominal penetrating moxibustion could effectively improve the strength and endurance of core muscle group, improve the posture control, balance ability and lower-limb motor function in patients with stroke.


Acupuncture Therapy , Moxibustion , Stroke Rehabilitation , Stroke , Abdominal Muscles , Electromyography , Humans , Stroke/therapy , Treatment Outcome
17.
Zhongguo Zhen Jiu ; 40(3): 251-5, 2020 Mar 12.
Article Zh | MEDLINE | ID: mdl-32270636

OBJECTIVE: To evaluate the therapeutic effect on post-stroke strephenopodia treated with jiaotong qiaomai (harmonizing the heel vessel) needling technique of acupuncture. METHODS: A total of 64 patients were randomized into an observation group (30 cases included, 2 cases dropped off) and a control group (30 cases included, 2 cases dropped off). In the control group, the routine needling technique of acupuncture and rehabilitation exercise were provided. In the observation group, on the base of the therapeutic regimen as the control group, the jiaotong qiaomai needling technique of acupuncture was added. Fengchi (GB 20), Rangu (KI 2), Zhaohai (KI 6) on the affected side and Fengfu (GV 16) were selected. The treatment was given once daily, 5 times a week, for 4 weeks totally in either group. Separately, before treatment, in 2 weeks and 4 weeks of treatment, the strephenopodia angle was measured and Holden functional ambulation classification (FAC) was evaluated in the patients. Additionally, before treatment and in 4 weeks of treatment, the muscle-skeleton ultrasound was adopted to measure the thickness of anterior tibia muscle and posterior tibia muscle in the resting state of the patients. RESULTS: The strephenopodia angle and Holden FAC were all improved after 4-week treatment in the two groups as compared with those before treatment (P<0.01, P<0.05), and the results in the observation group were better than those in the control group (P<0.01, P<0.05). Before treatment, the thickness of anterior tibia muscle and posterior tibia muscle on the healthy side was higher than that on the affected side in the patients of the two groups (P<0.05). After treatment, the thickness of anterior tibia muscle and posterior tibia muscle on the affected side was increased as compared with that before treatment in the two groups (P<0.01, P<0.05). The thickness on the healthy side was similar before and after treatment in the observation group (P>0.05), and it was increased on the healthy side after treatment as compared with that before treatment in the control group (P<0.05). After treatment, the thickness of anterior tibia muscle and posterior tibia muscle on the affected side was similar to that on the healthy side in the two groups (P>0.05), and the thickness on the affected side in the observation group was higher than that in the control group after treatment (P<0.05). CONCLUSION: The jiaotong qiaomai needling technique of acupuncture effectively improves the strephenopodia angle and ambulation function, as well as the morphology of anterior tibia muscle and posterior tibia muscle in the patients with post-stroke strephenopodia.


Acupuncture Therapy/methods , Lower Extremity/physiopathology , Muscle, Skeletal/physiopathology , Stroke/therapy , Humans , Stroke/physiopathology , Treatment Outcome
18.
Zhongguo Zhen Jiu ; 40(2): 119-22, 2020 Feb 12.
Article Zh | MEDLINE | ID: mdl-32100494

OBJECTIVE: To observe the clinical effect of electronic moxibustion on dysphagia in patients with achalasia of cricopharyngeus muscle after stroke. METHODS: Sixty patients with dysphagia of achalasia of cricopharyngeus muscle were randomly divided into an observation group and a control group, 30 cases in each group. One patient in the observation group and 2 cases in the control group dropped off. The patients in the control group were treated with routine medical treatment, acupuncture treatment and swallowing rehabilitation training; the patients in the observation group were additionally treated with electronic moxibustion at Lianquan (CV 23), Tiantu (CV 22), Tianding (LI 17) and Futu (LI 18), 30 min each treatment. Both groups were treated 5 times a week for 4 weeks. The musculoskeletal ultrasound (MSUS) was applied to test the activity of parapharyngeal wall and the dysphagia score of Ichiro Fujishima was compared before and after 4-week treatment. RESULTS: After treatment, the activity of the parapharyngeal wall and the dysphagia score of Ichiro Fujishima were increased in both groups (P<0.01, P<0.05). The changes of activity of parapharyngeal wall and dysphagia score of Ichiro Fujishima in the observation group were greater than the control group (P<0.05, P<0.01). CONCLUSION: Electronic moxibustion can improve the impaired swallowing function and reconstruct the normal swallowing process.


Esophageal Achalasia/therapy , Esophageal Sphincter, Upper/physiopathology , Moxibustion , Stroke/complications , Acupuncture Points , Deglutition Disorders , Humans , Treatment Outcome
19.
Zhongguo Zhen Jiu ; 39(11): 1177-80, 2019 Nov 12.
Article Zh | MEDLINE | ID: mdl-31724353

OBJECTIVE: To observe the clinical efficacy of SU Jia-fu's Wenjing Tongdu external treatment combined with long-snake moxibustion at the governor vessel for neurogenic bladder after spinal cord injury. METHODS: A total of 64 patients with neurogenic bladder after spinal cord injury were randomly divided into an observation group and a control group, 32 cases in each group. The patients in the control group were treated with routine acupuncture and rehabilitation of bladder function; based on the treatment in the control group, the patients in the observation group were treated with SU Jia-fu's Wenjing Tongdu external treatment combined with long-snake moxibustion at the governor vessel, twice a week for 8 weeks. Urodynamic test, including residual urine volume (RUV), maximum flow rate of urination (Qmax), bladder pressure at filling phase (Pves), maximum detrusor pressure (Pdet-max) and maximum urinary bladder volume (VMCC), was performed before and after 8-week treatment. RESULTS: The urodynamic indexes in the two groups were improved compared with before treatment (P<0.01, P<0.05); after treatment, VMCC in the observation group was significantly higher than the control group (P<0.01), while RUV and Pves in the observation group were significantly lower than the control group (P<0.05). After treatment, there was no significant difference in Qmax and Pdet-max between the two groups (P>0.05). CONCLUSION: Based on routine acupuncture and rehabilitation of bladder function, SU Jia-fu's Wenjing Tongdu external treatment combined with long-snake moxibustion at the governor vessel could effectively improve urodynamic indexes, reduce residual urine, reduce bladder pressure and increase the maximum capacity of bladder, thereby improving bladder compliance and bladder function.


Moxibustion , Spinal Cord Injuries , Urinary Bladder, Neurogenic , Acupuncture Therapy , Animals , Humans , Moxibustion/methods , Spinal Cord Injuries/complications , Urinary Bladder, Neurogenic/etiology , Urinary Bladder, Neurogenic/therapy , Urodynamics
20.
Molecules ; 23(9)2018 Aug 31.
Article En | MEDLINE | ID: mdl-30200333

Identifying drug-target interactions will greatly narrow down the scope of search of candidate medications, and thus can serve as the vital first step in drug discovery. Considering that in vitro experiments are extremely costly and time-consuming, high efficiency computational prediction methods could serve as promising strategies for drug-target interaction (DTI) prediction. In this review, our goal is to focus on machine learning approaches and provide a comprehensive overview. First, we summarize a brief list of databases frequently used in drug discovery. Next, we adopt a hierarchical classification scheme and introduce several representative methods of each category, especially the recent state-of-the-art methods. In addition, we compare the advantages and limitations of methods in each category. Lastly, we discuss the remaining challenges and future outlook of machine learning in DTI prediction. This article may provide a reference and tutorial insights on machine learning-based DTI prediction for future researchers.


Drug Delivery Systems , Drug Interactions , Machine Learning , Algorithms , Databases as Topic , Drug Discovery , Humans
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