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1.
Nutr Cancer ; 76(6): 499-512, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38655678

RESUMO

OBJECTIVE: This study (CRD42023464989) aimed to explore the effects of pre-operation immunonutrition on safety and immune related factors in colorectal cancer patients undergoing surgery. METHODS: We systematically searched PubMed, Embase, and Wanfang databases to collect all clinical randomized controlled trials of the application of pre-operation immunonutrition for patients with colorectal cancer, published until July 2023. The primary outcomes were safety and immune related factors. RESULTS: A total of 16 studies were finally included. Preoperative immunonutrition could reduce the postoperative infection rate (risk ratio (RR) = 0.56, 95% confidence interval (CI): 0.36, 0.88; p = .01), and wound infection rate (RR = 0.44, 95% CI: 0.27, 0.70; p < .001) in patients with colorectal cancer. For length of stay (mean difference (MD) = -1.10, 95% CI: -2.70, 0.49; p = .17), it was similar between groups. Meanwhile, patients in the pre-operation immune nutrition group also had significantly increased infiltrative lymphocytes CD16+ (MD = 0.04, 95% CI: 0.02, 0.06; p < .001), and CD56+ (MD = 0.05, 95% CI: 0.03, 0.06; p < .001) cells in the tumor tissues, compared to the control group. CONCLUSION: Immunonutrition intervention has the potential to reduce postoperative infectious complications and improve tumor infiltrative lymphocytes in patients with colorectal cancer undergoing surgery.


Assuntos
Neoplasias Colorretais , Linfócitos do Interstício Tumoral , Cuidados Pré-Operatórios , Ensaios Clínicos Controlados Aleatórios como Assunto , Humanos , Neoplasias Colorretais/cirurgia , Neoplasias Colorretais/imunologia , Linfócitos do Interstício Tumoral/imunologia , Cuidados Pré-Operatórios/métodos , Contagem de Linfócitos , Complicações Pós-Operatórias/prevenção & controle , Dieta de Imunonutrição
2.
J Transl Med ; 21(1): 623, 2023 09 14.
Artigo em Inglês | MEDLINE | ID: mdl-37710286

RESUMO

Colorectal cancer (CRC) has become a global health problem which has almost highest morbidity and mortality in all types of cancers. This study aimed to uncover the biological functions and underlying mechanism of MCM8 in the development and progression of CRC. The expression level of MCM8 was found to be upregulated in CRC tissues and significantly associated with tumor grade and patients' survival. Knocking down MCM8 expression in CRC cells could restrain cell growth and cell motility while promoting cell apoptosis in vitro, as well as inhibit tumor growth in xenograft mice model. Based on the RNA screening performing on CRC cells with or without MCM8 knockdown and the following IPA analysis, CHSY1 was identified as a potential target of MCM8 in CRC, whose expression was also found to be higher in tumor tissues than in normal tissues. Moreover, it was demonstrated that MCM8 may regulate the expression of CHSY1 through affecting its NEDD4-mediated ubiquitination, both of which synergistically execute tumor promotion effects on CRC. In conclusion, the outcomes of our study showed the first evidence that MCM8 act as a tumor promotor in CRC, and may be a promising therapeutic target of CRC treatment.


Assuntos
Apoptose , Neoplasias Colorretais , Humanos , Animais , Camundongos , Carcinógenos , Ciclo Celular , Movimento Celular , Modelos Animais de Doenças , Neoplasias Colorretais/genética , Proteínas de Manutenção de Minicromossomo
3.
Int J Colorectal Dis ; 38(1): 41, 2023 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-36790519

RESUMO

OBJECTIVE: The objective of this study was to summarize relevant data from previous reports and perform a meta-analysis to compare short-term surgical outcomes and long-term oncological outcomes between emergency and elective surgery for colorectal cancer (CRC). METHODS: A systematic literature search was performed using PubMed and Embase databases, and relevant data were extracted. Postoperative morbidity, hospital mortality within 30 days, postoperative recovery, overall survival (OS), and relapse-free survival (RFS) were compared using a fixed or random-effect model. RESULTS: A total of 28 studies involving 353,686 participants were enrolled for this systematic review and meta-analysis, and 23.5% (83,054/353,686) of CRC patients underwent emergency surgery. The incidence of emergency presentations in CRC patients ranged from 2.7 to 38.8%. The lymph node yield of emergency surgery was comparable to that of elective surgery (WMD:0.70, 95%CI: - 0.74,2.14, P = 0.340; I2 = 80.6%). Emergency surgery had a higher risk of postoperative complications (OR:1.83, 95%CI:1.62-2.07, P < 0.001; I2 = 10.6%) and hospital mortality within 30 days (OR:4.62, 95%CI:4.18-5.10, P < 0.001; I2 = 42.9%) than elective surgery for CRC. In terms of long-term oncological outcomes, emergency surgery was significantly associated with poorer RFS (HR: 1.51, 95%CI:1.24-1.83, P < 0.001; I2 = 58.9%) and OS(HR:1.60, 95%CI: 1.47-1.73, P < 0.001; I2 = 63.4%) of CRC patients. In addition, the subgroup analysis for colon cancer patients revealed a pooled HR of 1.73 for OS (95%CI:1.52-1.96, P < 0.001), without the evidence of significant heterogeneity (I2 = 21.2%). CONCLUSION: Emergency surgery for CRC had an adverse impact on short-term surgical outcomes and long-term survival. A focus on early screening programs and health education was warranted to reduce emergency presentations of CRC patients.


Assuntos
Neoplasias Colorretais , Humanos , Neoplasias Colorretais/patologia , Recidiva Local de Neoplasia/cirurgia , Procedimentos Cirúrgicos Eletivos/efeitos adversos , Complicações Pós-Operatórias/epidemiologia , Resultado do Tratamento
4.
Cancer Cell Int ; 22(1): 69, 2022 Feb 10.
Artigo em Inglês | MEDLINE | ID: mdl-35144613

RESUMO

BACKGROUND: Gastric cancer (GC), the most commonly diagnosed cancer worldwide with poor 5-year survival rate in advanced stages. Although immune-related and survival-related biomarkers, which typically comprise aberrantly expressed long non-coding RNAs (lncRNAs) and genes, have been identified, there are no reports of immune-related lncRNA pair (IRLP) signatures for GC. METHODS: In this study, we acquired lncRNA expression profiles from The Cancer Genome Atlas (TCGA) and used the least absolute shrinkage and selection operator (LASSO) Cox proportional hazards model (iteration = 1000) to develop a IRLP prognostic signature. The area under curve (AUC) was used to assess the prognosis predictive power. The multivariate Cox regression analysis was performed to identify whether this signature was an independent prognostic factor. The immune cell infiltration analysis was performed between the two risk groups. Last, molecular experiments were performed to explore LINC01082 is involved in the development of GC. RESULTS: We acquired lncRNA expression profiles and used the LASSO Cox model to develop an 18-IRLP signature with a strong prognostic predictive power. The 5-year AUC values of the training, validation, and overall TCGA datasets were 0.77, 0.86, and 0.80, respectively. The different prognostic outcomes between the high- and low-risk groups were determined using our 18-IRLP signature. Moreover, our 18-IRLP signature was an independent prognostic factor as per the multivariate Cox regression analysis, and showed better prognostic evaluation than the traditional TNM staging system as well as other clinical features. We also found differences in cancer-associated fibroblast and macrophage M2 infiltration and the expression of PD-L1, CTLA4, LAG3, and HLA were also observed between the two risk groups (P < 0.05). Analysis of biological functions revealed that target genes of the lncRNAs in the IRLP signature were enriched in focal adhesion and regulation of actin cytoskeleton. Finally, as one of significant candidates of IRLP signature, overexpression of LINC01082 suppressed the invasion ability of GC cells as well as PD-L1 expression profiles. CONCLUSIONS: Our novel 18-IRLP signature provides new insights regarding immunological biomarkers, imparts a better understanding of the tumor immune microenvironment, and can be used for predicting prognosis and evaluating immune response in GC.

5.
J Cell Mol Med ; 24(15): 8491-8504, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32564470

RESUMO

Colorectal cancer (CRC) is one of the most commonly diagnosed cancers with an estimated 1.8 million new cases worldwide and associated with high mortality rates of 881 000 CRC-related deaths in 2018. Screening programs and new therapies have only marginally improved the survival of CRC patients. Immune-related genes (IRGs) have attracted attention in recent years as therapeutic targets. The aim of this study was to identify an immune-related prognostic signature for CRC. To this end, we combined gene expression and clinical data from the CRC data sets of The Cancer Genome Atlas (TCGA) into an integrated immune landscape profile. We identified a total of 476 IRGs that were differentially expressed in CRC vs normal tissues, of which 18 were survival related according to univariate Cox analysis. Stepwise multivariate Cox proportional hazards analysis established an immune-related prognostic signature consisting of SLC10A2, FGF2, CCL28, NDRG1, ESM1, UCN, UTS2 and TRDC. The predictive ability of this signature for 3- and 5-year overall survival was determined using receiver operating characteristics (ROC), and the respective areas under the curve (AUC) were 79.2% and 76.6%. The signature showed moderate predictive accuracy in the validation and GSE38832 data sets as well. Furthermore, the 8-IRG signature correlated significantly with tumour stage, invasion, lymph node metastasis and distant metastasis by univariate Cox analysis, and was established an independent prognostic factor by multivariate Cox regression analysis for CRC. Gene set enrichment analysis (GSEA) revealed a relationship between the IRG prognostic signature and various biological pathways. Focal adhesions and ECM-receptor interactions were positively correlated with the risk scores, while cytosolic DNA sensing and metabolism-related pathways were negatively correlated. Finally, the bioinformatics results were validated by real-time RT-qPCR. In conclusion, we identified and validated a novel, immune-related prognostic signature for patients with CRC, and this signature reflects the dysregulated tumour immune microenvironment and has a potential for better CRC patient management.


Assuntos
Neoplasias Colorretais/genética , Neoplasias Colorretais/imunologia , Imunidade/genética , Neoplasias Colorretais/patologia , Biologia Computacional/métodos , Feminino , Regulação Neoplásica da Expressão Gênica/genética , Regulação Neoplásica da Expressão Gênica/imunologia , Humanos , Masculino , Prognóstico , Curva ROC , Microambiente Tumoral/genética , Microambiente Tumoral/imunologia
6.
BMC Genomics ; 20(Suppl 2): 187, 2019 Apr 04.
Artigo em Inglês | MEDLINE | ID: mdl-30967118

RESUMO

BACKGROUND: The explosive growth of microbiome data provides ample opportunities to gain a better understanding of the microbes and their interactions in microbial communities. Given these massive data, optimized data mining methods become important and necessary to perform deep and comprehensive analysis. Among the various priorities for microbiome data mining, the examination of species-species co-occurrence patterns becomes one of the key themes in urgent need. RESULTS: Hence, in this work, we propose the Meta-Network framework to lucubrate the microbial communities. Rooted in loose definitions of network (two species co-exist in a certain samples rather than all samples) as well as association rule mining (mining more complex forms of correlations like indirect correlation and mutual information), this framework outperforms other methods in restoring the microbial communities, based on two cohorts of microbial communities: (a) the loose definition strategy is capable to generate more reasonable relationships among species in the species-species co-occurrence network; (b) important species-species co-occurrence patterns could not be identified by other existing approaches, but could successfully generated by association rule mining. CONCLUSIONS: Results have shown that the species-species co-occurrence network we generated are much more informative than those based on traditional methods. Meta-Network has consistently constructed more meaningful networks with biologically important clusters, hubs, and provides a general approach towards deciphering the species-species co-occurrence networks.


Assuntos
Bactérias/genética , Bactérias/isolamento & purificação , Mineração de Dados/métodos , Microbioma Gastrointestinal , Redes Reguladoras de Genes , Metagenoma , Interações Microbianas , Algoritmos , Bactérias/classificação , Estudos de Coortes , Humanos , Especificidade da Espécie , Adulto Jovem
7.
World J Surg Oncol ; 15(1): 148, 2017 Aug 03.
Artigo em Inglês | MEDLINE | ID: mdl-28774330

RESUMO

BACKGROUND: For colorectal liver metastasis (CRLM) patients, hepatic resection is currently the sole cure offering the chance of long-term survival. Tumor shrinkage and planned liver remnant hypertrophy are the two key strategies for conversion of initially unresectable CRLM. First conducted in 2012, associated liver partition and portal vein ligation for staged hepatectomy (ALPPS) allows rapid liver growth. As a means to induce hypertrophy, portal vein embolization (PVE) has been widely applied before extending hepatectomy. Recently, Peng et al. present a new approach of terminal branches portal vein embolization (TBPVE), offering an efficient way to amplify FLR and making chances for surgery in 2 weeks. CASE PRESENTATION: We reported a 61-year-old woman with synchronous hepatic metastasized carcinoma of the colon sigmoideum underwent TBPVE after 6 cycles of neoadjuvant therapy in order to perform a planned right trisectionectomy. Rapid liver remnant hypertrophy and remarkable tumor shrinkage were achieved, and laparoscopic sigmoidectomy and right trisectionectomy were successfully performed. The postsurgical course was uneventful and 7 months of recurrence-free survival have been witnessed. CONCLUSIONS: The dual tactics of tumor shrinkage and planned rapid liver remnant hypertrophy will make concerted efforts to further increase the clinical candidacy for curative resection, which are valuable for further investigation.


Assuntos
Carcinoma/terapia , Neoplasias Colorretais/terapia , Hepatectomia/métodos , Neoplasias Hepáticas/terapia , Regeneração Hepática , Fígado/fisiologia , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Camptotecina/análogos & derivados , Camptotecina/uso terapêutico , Antígeno Carcinoembrionário/sangue , Carcinoma/sangue , Carcinoma/diagnóstico por imagem , Carcinoma/secundário , Colo Sigmoide/diagnóstico por imagem , Colo Sigmoide/patologia , Colo Sigmoide/cirurgia , Colonoscopia , Neoplasias Colorretais/diagnóstico por imagem , Neoplasias Colorretais/patologia , Embolização Terapêutica , Feminino , Fluoruracila/uso terapêutico , Humanos , Hipertrofia , Laparoscopia , Leucovorina/uso terapêutico , Ligadura , Fígado/irrigação sanguínea , Fígado/diagnóstico por imagem , Fígado/cirurgia , Neoplasias Hepáticas/sangue , Neoplasias Hepáticas/diagnóstico por imagem , Neoplasias Hepáticas/secundário , Imageamento por Ressonância Magnética , Pessoa de Meia-Idade , Terapia Neoadjuvante/métodos , Veia Porta , Prognóstico , Resultado do Tratamento , Procedimentos Cirúrgicos Vasculares/métodos
8.
Eur J Neurosci ; 41(11): 1430-7, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25847511

RESUMO

SOX7 mediates various developmental processes. However, its role in neuronal apoptosis remains unclear. In the present study, we investigated the expression pattern and role of SOX7 in potassium deprivation-induced rat cerebellar granule neuron apoptosis. Our results showed that both mRNA and protein levels of SOX7 were upregulated when potassium was deprived. SOX7 overexpression promoted neuronal apoptosis, whereas knockdown of SOX7 protected neurons against apoptosis. Moreover, we found that ß-catenin activity was suppressed during apoptosis and that ß-catenin inhibition was crucial for potassium deprivation-induced neuronal apoptosis. This suppression was mediated by an interaction between SOX7 and ß-catenin but not by protein degradation. Lastly, we showed that ß-catenin inhibition mediated the pro-apoptotic effect of SOX7. Together, our findings demonstrated that SOX7 interfered with ß-catenin activity to promote neuronal apoptosis, which acted as a novel signaling mechanism in neuronal cell death.


Assuntos
Apoptose , Cerebelo/metabolismo , Neurônios/metabolismo , Fatores de Transcrição SOXF/metabolismo , beta Catenina/metabolismo , Animais , Células Cultivadas , Deficiência de Potássio , RNA Mensageiro/metabolismo , Ratos , Ratos Sprague-Dawley
9.
BMC Cancer ; 15: 90, 2015 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-25884313

RESUMO

BACKGROUND: Structural maintenance of chromosomes 1A (SMC1A) is a member of the cohesion family of proteins that plays crucial roles in cell cycle control. Recent studies have concluded that SMC1A is involved in the pathogenesis of cancer. This study aims to evaluate the functional role of SMC1A in colorectal cancer (CRC) both in vitro and in vivo, and the underlying molecular mechanisms. METHODS: We firstly investigated the expression levels of SMC1A in 427 CRC specimens. Antigen expression was determined by immunohistochemical analysis of SMC1A on tissue microarrays. Stable SMC1A knockdown CRC cell lines were employed. The effects of SMC1A depletion on cell growth in vitro were examined by MTT, colony formation and flow cytometry assays. Tumor forming was evaluated by nude mice model in vivo. To detect the activation of intracellular signaling, pathscan intracellular signaling array and western blotting were performed. RESULTS: The expression of SMC1A was much stronger in CRC tumor tissues than in adenomas and normal colorectal tissues. High SMC1A expression, indicated as an independent poor prognostic predictor for patients with stage III and stage IV CRC, was correlated with overall survival (OS) (p = 0.008). Functional analysis indicated that SMC1A knockdown by small interfering RNA (siRNA) mediated the significant inhibition of cell proliferation; induced cell cycle arrest and apoptosis via the suppression of CDK4, PCNA and PARP; and blocked the activation of the Erk1/2 and Akt cascades in CRC cells. In addition, SMC1A depletion significantly decreased the growth of subcutaneously inoculated tumors in nude mice. CONCLUSIONS: These results suggest that SMC1A plays an essential role in the development of CRC and may be a predictive factor in patients with CRC. The inhibition of SMC1A may serve as a promising therapeutic strategy for human CRC.


Assuntos
Proteínas de Ciclo Celular/genética , Proteínas de Ciclo Celular/metabolismo , Proteínas Cromossômicas não Histona/genética , Proteínas Cromossômicas não Histona/metabolismo , Neoplasias Colorretais/metabolismo , Neoplasias Colorretais/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Animais , Linhagem Celular Tumoral , Proliferação de Células , Neoplasias Colorretais/genética , Feminino , Regulação Neoplásica da Expressão Gênica , Técnicas de Silenciamento de Genes , Humanos , Masculino , Camundongos , Camundongos Nus , Camundongos Transgênicos , Pessoa de Meia-Idade , Transplante de Neoplasias , Prognóstico , Análise Serial de Tecidos , Adulto Jovem
10.
J Ethnopharmacol ; : 118481, 2024 Jun 21.
Artigo em Inglês | MEDLINE | ID: mdl-38909825

RESUMO

ETHNOPHARMACOLOGICAL RELEVANCE: Potentilla Anserina Linnaeus, a traditional Chinese herb with ethnic characteristics, is considered a superior material by the people of Qinghai and Tibet. Traditionally, it has been used to invigorate the spleen, quench thirst, tonify the blood, astringing to stop bleeding, and relieve diarrhea. This is the reason for its frequent usage in treating spleen deficiency, diarrhea, and various bleeding disorders. At the same time, P. anserina is often consumed as food by the Tibetan people to obtain nourishment and health benefits. AIM OF THE REVIEW: The present review provides a systematic description of P. anserina, covering its botany, ethnopharmacology, phytochemical constituents, and various pharmacological activities of extracts. This overview aims to provide insights into research directions and potential applications of P. anserina. MATERIALS AND METHODS: Information on P. anserina was gathered through various sources, including Google Scholar, PubMed, Elsevier, CNKI, and Web of Science. In addition, information was available from native texts and prominent ethnopharmacologists. RESULTS: So far, 154 different chemical substances have been isolated and identified from P. anserina, with tannins, flavonoids, and triterpenes accounting for the majority. Polysaccharides and triterpenes are the main material components responsible for the pharmacological activity of P. anserina. Research shows that P. anserina exhibits rich pharmacological activities, including antioxidant, antiviral, blood tonic, immune regulation, cardiovascular system treatment, diabetes treatment, and liver protection. CONCLUSIONS: Some traditional applications of P. anserina have been confirmed. However, due to incomplete evaluation indicators and other reasons, further in vitro and in vivo studies are needed to clarify its pharmacological evaluation, which remains a focus of future research. Additionally, we recommend that future studies concentrate on the quality control and safety evaluation of P. anserina to address research gaps and offer theoretical support for the plant's potential functions and clinical applications.

11.
Eur J Surg Oncol ; 50(2): 107958, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38219698

RESUMO

BACKGROUND: Some studies show that cytoreductive surgery with hyperthermic intraperitoneal chemotherapy (HIPEC) may improve overall survival and is a possible curative treatment for selected colorectal cancer (CRC) patients with restricted peritoneal metastasis (PM). The value of HIPEC in preventing PM of CRC is still controversial. MATERIALS AND METHODS: In this retrospective propensity score matching (PSM) cohort study, all patients with cT4N0-2M0 undergoing treatment at a single institution in China (2014-2018) were reviewed. The 3-year disease-free survival (DFS) was set as the primary outcome, and the 3-year PM rate was also analyzed. RESULTS: 220 patients were included in this study for analysis. After 1:3 PSM: HIPEC (n = 45) and No HIPEC (n = 135). Through analysis, it was found that prophylactic HIPEC correlated to better DFS [hazard ratio (HR) 0.43, 95 % confidence interval (CI) 0.19-0.95; p = 0.037], and N2 stage correlated to worse DFS [HR 1.97, 95 % CI 1.09-3.56; p = 0.025]. For laparoscopic surgery subgroup analyses, 3-year PM rate of patients with laparoscopic surgery was 13.8 % in No HIPEC group, and 2.6 % in HIPEC group (p = 0.070). Besides, no post-operative death occurred, the anastomotic leakage rate was 2.2 % in HIPEC group and 0.7 % in the control group (p = 0.439). CONCLUSIONS: Prophylactic HIPEC may improve the prognosis in patients with cT4N0-1M0 CRC, but not in cT4N2M0 CRC, and it does not significantly increase surgery-related complications. Laparoscopic surgery followed by HIPEC for T4 stage CRC may not increase risk of PM.


Assuntos
Neoplasias Colorretais , Hipertermia Induzida , Humanos , Quimioterapia Intraperitoneal Hipertérmica , Neoplasias Colorretais/patologia , Terapia Combinada , Estudos Retrospectivos , Estudos de Coortes , Pontuação de Propensão , Prognóstico , Procedimentos Cirúrgicos de Citorredução , Taxa de Sobrevida
12.
ArXiv ; 2023 Jun 05.
Artigo em Inglês | MEDLINE | ID: mdl-37332568

RESUMO

Biological networks are commonly used in biomedical and healthcare domains to effectively model the structure of complex biological systems with interactions linking biological entities. However, due to their characteristics of high dimensionality and low sample size, directly applying deep learning models on biological networks usually faces severe overfitting. In this work, we propose R-MIXUP, a Mixup-based data augmentation technique that suits the symmetric positive definite (SPD) property of adjacency matrices from biological networks with optimized training efficiency. The interpolation process in R-MIXUP leverages the log-Euclidean distance metrics from the Riemannian manifold, effectively addressing the swelling effect and arbitrarily incorrect label issues of vanilla Mixup. We demonstrate the effectiveness of R-MIXUP with five real-world biological network datasets on both regression and classification tasks. Besides, we derive a commonly ignored necessary condition for identifying the SPD matrices of biological networks and empirically study its influence on the model performance. The code implementation can be found in Appendix E.

13.
Am J Cancer Res ; 13(10): 4944-4960, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37970344

RESUMO

As one of the most common malignancies, colorectal cancer (CRC) requires a thorough understanding of the mechanisms that promote its development and the discovery of new therapeutic targets. In this study, immunohistochemical staining confirmed significantly higher expression levels of KIF15 in CRC. qPCR and western blot results demonstrated the effective suppression of KIF15 mRNA and protein expression by shKIF15. Downregulation of KIF15 inhibited the proliferation and migration of CRC cells while promoting apoptosis. In addition, evidence from the xenograft experiments in nude mice demonstrated that KIF15 knockdown also suppressed tumor growth. Through bioinformatics analysis, the downstream molecular NRAS and Rac signaling pathway associated with KIF15 were identified. KIF15 knockdown was found to inhibit NRAS expression and disrupt Rac signaling pathway. Moreover, WB and Co-IP assays revealed that KIF15 reduced the ubiquitination modification of NRAS protein by interacting with the E3 ligase MDM2, thereby enhancing NRAS protein stability. Functionally, NRAS knockdown was shown to inhibit cell proliferation and migration. In conclusion, KIF15 promoted CRC progression by regulating NRAS expression and Rac signaling pathway.

14.
KDD ; 2023: 1073-1085, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38343707

RESUMO

Biological networks are commonly used in biomedical and healthcare domains to effectively model the structure of complex biological systems with interactions linking biological entities. However, due to their characteristics of high dimensionality and low sample size, directly applying deep learning models on biological networks usually faces severe overfitting. In this work, we propose R-Mixup, a Mixup-based data augmentation technique that suits the symmetric positive definite (SPD) property of adjacency matrices from biological networks with optimized training efficiency. The interpolation process in R-Mixup leverages the log-Euclidean distance metrics from the Riemannian manifold, effectively addressing the swelling effect and arbitrarily incorrect label issues of vanilla Mixup. We demonstrate the effectiveness of R-Mixup with five real-world biological network datasets on both regression and classification tasks. Besides, we derive a commonly ignored necessary condition for identifying the SPD matrices of biological networks and empirically study its influence on the model performance. The code implementation can be found in Appendix E.

15.
Cancer Innov ; 1(2): 168-182, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38090649

RESUMO

The phenomenon of tumor hierarchy and genetic instability can be explained by the "two-hits theory" and results in the occurrence of many somatic mutations. The expression of nonsynonymous mutations results in the production of mutant proteins from tumor cells, namely tumor-specific antigens called neoantigens. Because neoantigens do not exist in healthy cells, they have the potential to stimulate antitumor immune responses by CD4+ and CD8+ T-cell activation without jeopardizing normal tissues. Immunotherapy has reshaped the cancer treatment paradigm in recent decades with the introduction of immune-checkpoint blockade therapy and transgenic T-cell receptor/chimeric antigen receptor T cells. However, these strategies performed poorly in solid tumors because of the obstacles of the immunosuppressive microenvironment caused by regulatory T cells and other suppressor cells. Therefore, other immunotherapeutic strategies are under development, such as personalized vaccines, to trigger de novo T-cell responses against neoantigens and lead to the amplification of tumor-specific T-cell subclones. Neoantigen epitope prediction algorithms have enabled the detection of neoantigens and the creation of tailored neoantigen vaccines as a result of the fast development of next-generation sequencing and cancer bioinformatics. Here we provide an overview of the current neoantigen cancer vaccines and adoptive T-cell transfer therapy with neoantigen-specific lymphocytes. We also discuss the challenges in developing neoantigen-targeted immunotherapeutic strategies for cancer.

16.
Sci Total Environ ; 823: 153731, 2022 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-35143795

RESUMO

Antibiotic resistance gene (ARG) content is a well-established driver of microbial abundance and diversity in an environment. By reanalyzing 132 metagenomic datasets from the Tara Oceans project, we aim to unveil the associations between environmental factors, the ocean microbial community structure and ARG contents. We first investigated the structural patterns of microbial communities including both prokaryotes such as bacteria and eukaryotes such as protists. Additionally, several ARG-dominant horizontal gene transfer events between Protist and Prokaryote have been identified, indicating the potential roles of ARG in shaping the ocean microbial communities. For a deeper insight into the role of ARGs in ocean microbial communities on a global scale, we identified 1926 unique types of ARGs and discovered that the ARGs are more abundant and diverse in the mesopelagic zone than other water layers, potentially caused by limited resources. Finally, we found that ARG-enriched genera were often more abundant compared to their ARG-less neighbors in the same environment (e.g. coastal oceans). A deeper understanding of the ARG-microbiome relationships could help in the conservation of the oceanic ecosystem.


Assuntos
Antibacterianos , Microbiota , Antibacterianos/farmacologia , Resistência Microbiana a Medicamentos/genética , Genes Bacterianos , Oceanos e Mares
17.
Ultrasound Med Biol ; 47(10): 2936-2940, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34266679

RESUMO

Intra-articular injection is frequently used as an effective diagnostic and treatment tool for hip joint diseases. However, the underlying treatment mechanism remains unclear because of a lack of experimental animal models. A challenge facing researchers is how to accurately and consistently perform injections involving animal hip joints. The purpose of this study, then, was to establish an ultrasound (US)-guided intra-articular (IA) injection technique using rat hip joints and to evaluate its accuracy and feasibility versus a fluoroscopy (FL)-guided technique. For this study, 20 US-guided and 20 FL-guided IA injections were administered to separate groups of Sprague-Dawley rats. For each procedure, 50 µL of iohexol was injected into the hip joint using a 25G needle. The US-guided injections were performed using a linear probe, and the FL-guided IA injections were performed using C-arm X-ray fluoroscopy. All injections were verified by computed tomography imaging. The number of successful injections and needle repositions per injection, as well as operating times, were recorded, and the rats were observed for complications for 10 d after the injections. Statistical analysis was used to compare US-guided and FL-guided techniques with significance set at p < 0.05. The success rate was markedly higher for the US-guided interventions (90%) than for the FL-guided interventions (75%) (p<0.05). The intervention time was shorter in the US-guided group (95.95 ± 8.376 s) than in the FL-guided group (110.70 ± 20.236 s) (p < 0.05), and the median number of needles repositioned per injection in the US-guided group (1.20 ± 0.41) was notably less than that in the FL-guided group (1.60 ± 0.68) (p < 0.05). A puncture site hematoma was noted in two rat hips (10%) the day after injection in the FL-guided group. Overall, the study indicated that ultrasound-guided intra-articular injection of the hip is a feasible, accurate and safe method for use in rats. This makes it a promising tool for diagnosing coxofemoral pain, producing hip osteoarthritis animal models and administering intra-articular medication.


Assuntos
Articulação do Quadril , Ultrassonografia de Intervenção , Animais , Estudos de Viabilidade , Articulação do Quadril/diagnóstico por imagem , Injeções Intra-Articulares , Ratos , Ratos Sprague-Dawley
18.
Cancer Manag Res ; 13: 6767-6774, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34512016

RESUMO

PURPOSE: This study aimed to analyze clinicopathological, survival, prognostic factors, as well as the timing of brain metastases (BM) in colorectal cancer (CRC) using data from a Chinese center. PATIENTS AND METHODS: Data of 65 consecutive CRC patients with BM were collected from a single institution in China. The time from primary tumor surgery to the occurrence of BM was calculated. Kaplan-Meier analysis was used to evaluate cumulative survival of patients. Factors associated with prognosis of overall survival (OS) were explored using Cox's proportional hazard regression models. RESULTS: The median time interval from CRC surgery to the diagnosis of BM was 24 months. After diagnosis of BM, median OS values for patients were 11 months. Extracranial metastases occurred in 45 cases (69.2%) when BM was diagnosed, and 58.5% of these patients with lung metastases Time of BMs (P=0.018), presence of extracranial metastases (P=0.033), treatment (P=0.003), CA199 (P=0.034), CA125 (P<0.001), CA242 (P=0.018), and CA211 (P=0.012) were associated with OS of patients through univariate analysis. Multivariate analysis using a Cox regression model showed that only treatment was an independent predictor for OS (conservative treatment; HR=1.861, 95% CI=1.077-3.441; P=0.048). CONCLUSION: Surgical treatment of metastatic lesions may be an alternative choice for CRC patients with BM. Identifying the timing of brain metastases can help to detect this disease early, leading to a better survival outcome.

19.
Nat Commun ; 12(1): 4472, 2021 07 22.
Artigo em Inglês | MEDLINE | ID: mdl-34294691

RESUMO

Alzheimer's disease (AD) is influenced by both genetic and environmental factors; thus, brain epigenomic alterations may provide insights into AD pathogenesis. Multiple array-based Epigenome-Wide Association Studies (EWASs) have identified robust brain methylation changes in AD; however, array-based assays only test about 2% of all CpG sites in the genome. Here, we develop EWASplus, a computational method that uses a supervised machine learning strategy to extend EWAS coverage to the entire genome. Application to six AD-related traits predicts hundreds of new significant brain CpGs associated with AD, some of which are further validated experimentally. EWASplus also performs well on data collected from independent cohorts and different brain regions. Genes found near top EWASplus loci are enriched for kinases and for genes with evidence for physical interactions with known AD genes. In this work, we show that EWASplus implicates additional epigenetic loci for AD that are not found using array-based AD EWASs.


Assuntos
Doença de Alzheimer/enzimologia , Doença de Alzheimer/genética , Proteínas Quinases/genética , Proteínas Quinases/metabolismo , Doença de Alzheimer/patologia , Encéfalo/metabolismo , Encéfalo/patologia , Estudos de Coortes , Ilhas de CpG , Metilação de DNA , Epigênese Genética , Epigenômica/métodos , Estudo de Associação Genômica Ampla/métodos , Humanos , Aprendizado de Máquina Supervisionado
20.
Reprod Toxicol ; 92: 57-65, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31299210

RESUMO

Even though the majority of population studies in environmental health focus on a single factor, environmental exposure in the real world is a mixture of many chemicals. The concept of "exposome" leads to an intellectual framework of measuring many exposures in humans, and the emerging metabolomics technology offers a means to read out both the biological activity and environmental impact in the same dataset. How to integrate exposome and metabolome in data analysis is still challenging. Here, we employ a hierarchical community network to investigate the global associations between the metabolome and mixed exposures including DDTs, PFASs and PCBs, in a women cohort with sera collected in California in the 1960s. Strikingly, this analysis revealed that the metabolite communities associated with the exposures were non-specific and shared among exposures. This suggests that a small number of metabolic phenotypes may account for the response to a large class of environmental chemicals.


Assuntos
Expossoma , Metaboloma , Redes Neurais de Computação , California/epidemiologia , Estudos de Coortes , Feminino , Humanos , Metabolômica
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