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1.
Brief Bioinform ; 25(1)2023 11 22.
Artigo em Inglês | MEDLINE | ID: mdl-38205966

RESUMO

Multi-omics data integration is a complex and challenging task in biomedical research. Consensus clustering, also known as meta-clustering or cluster ensembles, has become an increasingly popular downstream tool for phenotyping and endotyping using multiple omics and clinical data. However, current consensus clustering methods typically rely on ensembling clustering outputs with similar sample coverages (mathematical replicates), which may not reflect real-world data with varying sample coverages (biological replicates). To address this issue, we propose a new consensus clustering with missing labels (ccml) strategy termed ccml, an R protocol for two-step consensus clustering that can handle unequal missing labels (i.e. multiple predictive labels with different sample coverages). Initially, the regular consensus weights are adjusted (normalized) by sample coverage, then a regular consensus clustering is performed to predict the optimal final cluster. We applied the ccml method to predict molecularly distinct groups based on 9-omics integration in the Karolinska COSMIC cohort, which investigates chronic obstructive pulmonary disease, and 24-omics handprint integrative subgrouping of adult asthma patients of the U-BIOPRED cohort. We propose ccml as a downstream toolkit for multi-omics integration analysis algorithms such as Similarity Network Fusion and robust clustering of clinical data to overcome the limitations posed by missing data, which is inevitable in human cohorts consisting of multiple data modalities. The ccml tool is available in the R language (https://CRAN.R-project.org/package=ccml, https://github.com/pulmonomics-lab/ccml, or https://github.com/ZhoulabCPH/ccml).


Assuntos
Asma , Multiômica , Adulto , Humanos , Consenso , Análise por Conglomerados , Algoritmos , Asma/genética
2.
Brief Bioinform ; 25(1)2023 11 22.
Artigo em Inglês | MEDLINE | ID: mdl-38221905

RESUMO

BACKGROUND: Portal vein thrombosis (PVT) is a significant issue in cirrhotic patients, necessitating early detection. This study aims to develop a data-driven predictive model for PVT diagnosis in chronic hepatitis liver cirrhosis patients. METHODS: We employed data from a total of 816 chronic cirrhosis patients with PVT, divided into the Lanzhou cohort (n = 468) for training and the Jilin cohort (n = 348) for validation. This dataset encompassed a wide range of variables, including general characteristics, blood parameters, ultrasonography findings and cirrhosis grading. To build our predictive model, we employed a sophisticated stacking approach, which included Support Vector Machine (SVM), Naïve Bayes and Quadratic Discriminant Analysis (QDA). RESULTS: In the Lanzhou cohort, SVM and Naïve Bayes classifiers effectively classified PVT cases from non-PVT cases, among the top features of which seven were shared: Portal Velocity (PV), Prothrombin Time (PT), Portal Vein Diameter (PVD), Prothrombin Time Activity (PTA), Activated Partial Thromboplastin Time (APTT), age and Child-Pugh score (CPS). The QDA model, trained based on the seven shared features on the Lanzhou cohort and validated on the Jilin cohort, demonstrated significant differentiation between PVT and non-PVT cases (AUROC = 0.73 and AUROC = 0.86, respectively). Subsequently, comparative analysis showed that our QDA model outperformed several other machine learning methods. CONCLUSION: Our study presents a comprehensive data-driven model for PVT diagnosis in cirrhotic patients, enhancing clinical decision-making. The SVM-Naïve Bayes-QDA model offers a precise approach to managing PVT in this population.


Assuntos
Veia Porta , Trombose Venosa , Humanos , Veia Porta/patologia , Fatores de Risco , Teorema de Bayes , Medicina de Precisão , Cirrose Hepática/complicações , Cirrose Hepática/diagnóstico , Fibrose , Trombose Venosa/complicações , Trombose Venosa/diagnóstico
3.
Brief Bioinform ; 23(1)2022 01 17.
Artigo em Inglês | MEDLINE | ID: mdl-34864875

RESUMO

The coronavirus disease 2019 (COVID-19) pandemic, caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), rapidly became a global health challenge, leading to unprecedented social and economic consequences. The mechanisms behind the pathogenesis of SARS-CoV-2 are both unique and complex. Omics-scale studies are emerging rapidly and offer a tremendous potential to unravel the puzzle of SARS-CoV-2 pathobiology, as well as moving forward with diagnostics, potential drug targets, risk stratification, therapeutic responses, vaccine development and therapeutic innovation. This review summarizes various aspects of understanding multiomics integration-based molecular characterizations of COVID-19, which to date include the integration of transcriptomics, proteomics, genomics, lipidomics, immunomics and metabolomics to explore virus targets and developing suitable therapeutic solutions through systems biology tools. Furthermore, this review also covers an abridgment of omics investigations related to disease pathogenesis and virulence, the role of host genetic variation and a broad array of immune and inflammatory phenotypes contributing to understanding COVID-19 traits. Insights into this review, which combines existing strategies and multiomics integration profiling, may help further advance our knowledge of COVID-19.


Assuntos
COVID-19 , Genômica , Pandemias , SARS-CoV-2 , Biologia de Sistemas , COVID-19/epidemiologia , COVID-19/genética , COVID-19/metabolismo , Humanos , SARS-CoV-2/genética , SARS-CoV-2/metabolismo
4.
Mol Cell Probes ; 71: 101920, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37442529

RESUMO

BACKGROUND: Aberrant expression of circRNAs is involved in the progression of hepatocellular carcinoma (HCC). This study aimed at screening the pro-tumorigenic circular RNAs (circRNAs) in HCC and the mechanisms of circCPSF6 expression influencing HCC characteristics. METHOD: circCPSF6 was identified in HCC tissues using high-throughput sequencing data, and its expression was verified in both HCC tissues and cell lines using quantitative real-time PCR (qRT-PCR). CCK-8 and Transwell assays were used to evaluate the effects of circCPSF6 on HCC proliferation and migration. A xenograft mouse model was used to investigate the effects of circCPSF6 on HCC progression in vivo, and the significance of circCPSF6 in HCC was verified both in vivo and in vitro. circCPSF6-associated miRNAs and mRNAs were identified using bioinformatic analyses. Luciferase reporter, RNA pull-down, Fluorescence in situ hybridization, and RNA immunoprecipitation assays were performed to elucidate the circCPSF6 regulatory axis in HCC. RESULT: CircCPSF6 expression was increased in HCC cell lines and tissues, and the expression of its parental mRNA was positively correlated with tumor severity and negatively correlated with survival. Mechanistic analyses of HCC cell lines showed that tumorigenesis was inhibited by circCPSF6 knockdown and promoted by its overexpression. Functional analyses revealed that circCPSF6 mediated HCC development by sponging miR-145-5p as a competing endogenous RNA. Furthermore, this sponging upregulated the miR-145-5p target gene MAP4K4, a classical pro-tumorigenic gene. CONCLUSION: Our findings reveal a regulatory network that includes the circCPSF6-miR-145-5p-MAP4K4 axis. Elements of this axis are potential HCC biomarkers, as well as targets for HCC treatment.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , MicroRNAs , Humanos , Animais , Camundongos , Carcinoma Hepatocelular/genética , Carcinoma Hepatocelular/metabolismo , Carcinoma Hepatocelular/patologia , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/metabolismo , Neoplasias Hepáticas/patologia , RNA Circular/genética , Hibridização in Situ Fluorescente , Linhagem Celular Tumoral , MicroRNAs/genética , MicroRNAs/metabolismo , Proliferação de Células/genética , Regulação Neoplásica da Expressão Gênica , Proteínas Serina-Treonina Quinases/metabolismo , Peptídeos e Proteínas de Sinalização Intracelular/genética
5.
Int J Mol Sci ; 24(17)2023 Aug 31.
Artigo em Inglês | MEDLINE | ID: mdl-37686350

RESUMO

Aberrant mucus secretion is a hallmark of chronic obstructive pulmonary disease (COPD). Expression of the membrane-tethered mucins 3A and 3B (MUC3A, MUC3B) in human lung is largely unknown. In this observational cross-sectional study, we recruited subjects 45-65 years old from the general population of Stockholm, Sweden, during the years 2007-2011. Bronchial mucosal biopsies, bronchial brushings, and bronchoalveolar lavage fluid (BALF) were retrieved from COPD patients (n = 38), healthy never-smokers (n = 40), and smokers with normal lung function (n = 40). Protein expression of MUC3A and MUC3B in bronchial mucosal biopsies was assessed by immunohistochemical staining. In a subgroup of subjects (n = 28), MUC3A and MUC3B mRNAs were quantified in bronchial brushings using microarray. Non-parametric tests were used to perform correlation and group comparison analyses. A value of p < 0.05 was considered statistically significant. MUC3A and MUC3B immunohistochemical expression was localized to ciliated cells. MUC3B was also expressed in basal cells. MUC3A and MUC3B immunohistochemical expression was equal in all study groups but subjects with emphysema had higher MUC3A expression, compared to those without emphysema. Smokers had higher mRNA levels of MUC3A and MUC3B than non-smokers. MUC3A and MUC3B mRNA were higher in male subjects and correlated negatively with expiratory air flows. MUC3B mRNA correlated positively with total cell concentration and macrophage percentage, and negatively with CD4/CD8 T cell ratio in BALF. We concluded that MUC3A and MUC3B in large airways may be a marker of disease or may play a role in the pathophysiology of airway obstruction.


Assuntos
Enfisema , Doença Pulmonar Obstrutiva Crônica , Humanos , Masculino , Pessoa de Meia-Idade , Idoso , Epitélio , Tórax , Doença Pulmonar Obstrutiva Crônica/genética , Mucinas/genética
6.
Respir Res ; 22(1): 40, 2021 Feb 05.
Artigo em Inglês | MEDLINE | ID: mdl-33546682

RESUMO

BACKGROUND: Observational data under real-life conditions in idiopathic pulmonary fibrosis (IPF) is scarce. We explored anti-fibrotic treatment, disease severity and phenotypes in patients with IPF from the Swedish IPF Registry (SIPFR). METHODS: Patients enrolled between September 2014 and April 2020 and followed ≥ 6 months were investigated. Demographics, comorbidities, lung function, composite variables, six-minute walking test (6MWT), quality of life, and anti-fibrotic therapy were evaluated. Agreements between classification of mild physiological impairment (defined as gender-age-physiology (GAP) stage 1) with physiological and composite measures of severity was assessed using kappa values and their impact on mortality with hazard ratios. The factor analysis and the two-step cluster analysis were used to identify phenotypes. Univariate and multivariable survival analyses were performed between variables or groups. RESULTS: Among 662 patients with baseline data (median age 72.7 years, 74.0% males), 480 had a follow up ≥ 6 months with a 5 year survival rate of 48%. Lung function, 6MWT, age, and BMI were predictors of survival. Patients who received anti-fibrotic treatment ≥ 6 months had better survival compared to untreated patients [p = 0.007, HR (95% CI): 1.797 (1.173-2.753)] after adjustment of age, gender, BMI, smoking status, forced vital capacity (FVC) and diffusion capacity of carbon monoxide (DLCO). Patients with mild physiological impairment (GAP stage 1, composite physiological index (CPI) ≤ 45, DLCO ≥ 55%, FVC ≥ 75%, and total lung capacity (TLC) ≥ 65%, respectively) had better survival, after adjustment for age, gender, BMI and smoking status and treatment. Patients in cluster 1 had the worst survival and consisted mainly of male patients with moderate-severe disease and an increased prevalence of heart diseases at baseline; Cluster 2 was characterized by mild disease with more than 50% females and few comorbidities, and had the best survival; Cluster 3 were younger, with moderate-severe disease and had few comorbidities. CONCLUSION: Disease severity, phenotypes, and anti-fibrotic treatment are closely associated with the outcome in IPF, with treated patients surviving longer. Phenotypes may contribute to predicting outcomes of patients with IPF and suggest the patients' need for special management, whereas single or composite variables have some limitations as disease predictors.


Assuntos
Fibrose Pulmonar Idiopática/diagnóstico , Fibrose Pulmonar Idiopática/mortalidade , Sistema de Registros , Idoso , Anti-Inflamatórios não Esteroides/administração & dosagem , Feminino , Seguimentos , Humanos , Fibrose Pulmonar Idiopática/tratamento farmacológico , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Inibidores de Proteínas Quinases/administração & dosagem , Taxa de Sobrevida/tendências , Suécia/epidemiologia , Capacidade Vital/efeitos dos fármacos , Capacidade Vital/fisiologia
7.
Int J Med Sci ; 18(5): 1185-1188, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33526979

RESUMO

Background: Increased stress among medical personnel had been reported in previous virus outbreaks. The novel coronavirus disease (COVID-19) emerged in December 2019, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). No qualitative assessment has yet described the physical and mental health conditions of frontline medical personnel in the COVID-19 outbreaks. Methods: Here, 251 frontline medical personnel involved in COVID-19 missions completed electronic questionnaires, consisting of 31 categorical variables related to their physical and mental health status, medical history and environmental conditions. We constructed a correlation amongst these variables through pairwise Kendall rank correlation coefficient test. Then, clusters of highly correlated variables were identified using the leading eigenvector. Finally, we used the network and clusters to clarify the correlations amongst variables. Results: This qualitative study identified the six clusters. Cluster 1 was characterized by skin allergy. Cluster 2 was predominantly associated with anxiety. Cluster 3 consisted mostly of respiratory symptoms. The participants in cluster 4 had medical history. Cluster 5 and cluster 6 were characterized by disinfection and demography, respectively. Finally, we revealed three major findings. First, more than 80% of medical personnel worry about COVID-19-related infection and experience newly appearing anxiety (56.2%), airway or heart symptoms (34.3%) and skin allergies (20.3%). Second, COVID-19-related worry significantly associates with all variables in the anxiety and respiratory symptom clusters. Third, new-onset skin allergies did not associate with either disinfection or anxiety, but did associate with a previous history of allergies. Conclusions: COVID-19-related worry leads to physical and mental health problems amongst medical personnel. Effective responses and interventions could relieve a series of new-onset physical and mental health problems.


Assuntos
COVID-19 , Surtos de Doenças , Pessoal de Saúde/psicologia , Adulto , COVID-19/epidemiologia , China/epidemiologia , Análise por Conglomerados , Feminino , Nível de Saúde , Humanos , Masculino , Saúde Mental , Pessoa de Meia-Idade , Adulto Jovem
8.
Respir Res ; 21(1): 239, 2020 Sep 18.
Artigo em Inglês | MEDLINE | ID: mdl-32948202

RESUMO

RATIONALE: Smoking-related chronic obstructive pulmonary disease (COPD) is associated with dysregulated production of mucus. Mucins (MUC) are important both for mucus secretion and epithelial defense. We have examined the distribution of MUC1 and MUC4 in the airway epithelial cells of never-smokers and smokers with and without COPD. METHODS: Mucosal biopsies and bronchial wash samples were obtained by bronchoscopy from age- and sex-matched COPD-patients (n = 38; GOLD I-II/A-B), healthy never-smokers (n = 40) and current smokers with normal lung function (n = 40) from the Karolinska COSMIC cohort (NCT02627872). Cell-specific expressions of MUC1, MUC4 and regulating factors, i.e., epithelial growth factor receptor (EGFR) 1 and 2, were analyzed by immunohistochemistry. Soluble MUC1 was measured by quantitative immunodetection on slot blot. RESULTS: The levels of cell-bound MUC1 expression in basal cells and in soluble MUC1 in bronchial wash were increased in smokers, regardless of airway obstruction. Patients with chronic bronchitis had higher MUC1 expression. The expression of MUC4 in cells with goblet cell phenotype was increased in smokers. The expression of EGFR2, but not that of EGFR1, was higher in never-smokers than in smokers. CONCLUSIONS: Smoking history and the presence of chronic bronchitis, regardless of airway obstruction, affect both cellular and soluble MUC1 in human airways. Therefore, MUC1 may be a novel marker for smoking- associated airway disease.


Assuntos
Broncoscopia/métodos , Mucina-1/biossíntese , Mucina-4/biossíntese , Mucosa Respiratória/metabolismo , Fumar/metabolismo , Idoso , Bronquite/diagnóstico , Bronquite/epidemiologia , Bronquite/metabolismo , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Doença Pulmonar Obstrutiva Crônica/diagnóstico , Doença Pulmonar Obstrutiva Crônica/epidemiologia , Doença Pulmonar Obstrutiva Crônica/metabolismo , Mucosa Respiratória/patologia , Fumar/efeitos adversos , Fumar/epidemiologia
9.
Respir Res ; 21(1): 96, 2020 Apr 22.
Artigo em Inglês | MEDLINE | ID: mdl-32321530

RESUMO

The novel coronavirus disease (COVID-19) outbreak started in December 2019 in Wuhan, China, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The CT image is used to assess the disease progress, whereas the continued two times of negative results from SARS-CoV-2 nucleic acid detection had been considered as a criterion for ending antiviral treatment. We compared the two COVID-19 cases with similar backgrounds and CT image repeated intervals under treatment. Our report highlighted the unsynchronized expression in the changes of CT image and nucleic acid detection in COVID-19, and lasting positive nucleic acid test result in patients recovered from pneumonia. It may be contributed to recognize the disease and improve prevention.


Assuntos
Infecções por Coronavirus/diagnóstico por imagem , Infecções por Coronavirus/diagnóstico , Pneumonia Viral/diagnóstico por imagem , Pneumonia Viral/diagnóstico , RNA Viral/isolamento & purificação , Tomografia Computadorizada por Raios X , Adulto , Betacoronavirus , COVID-19 , Teste para COVID-19 , China , Técnicas de Laboratório Clínico , Infecções por Coronavirus/tratamento farmacológico , Humanos , Pulmão/diagnóstico por imagem , Pulmão/virologia , Masculino , Pandemias , Pneumonia Viral/tratamento farmacológico , SARS-CoV-2 , Carga Viral
10.
Eur Respir J ; 51(5)2018 05.
Artigo em Inglês | MEDLINE | ID: mdl-29545283

RESUMO

Chronic obstructive pulmonary disease (COPD) is an umbrella diagnosis caused by a multitude of underlying mechanisms, and molecular sub-phenotyping is needed to develop molecular diagnostic/prognostic tools and efficacious treatments.The objective of these studies was to investigate whether multi-omics integration improves the accuracy of molecular classification of COPD in small cohorts.Nine omics data blocks (comprising mRNA, micro RNA, proteomes and metabolomes) collected from several anatomical locations from 52 female subjects were integrated by similarity network fusion (SNF). Multi-omics integration significantly improved the accuracy of group classification of COPD patients from healthy never-smokers and from smokers with normal spirometry, reducing required group sizes from n=30 to n=6 at 95% power. Seven different combinations of four to seven omics platforms achieved >95% accuracy.For the first time, a quantitative relationship between multi-omics data integration and accuracy of data-driven classification power has been demonstrated across nine omics data blocks. Integrating five to seven omics data blocks enabled 100% correct classification of COPD diagnosis with groups as small as n=6 individuals, despite strong confounding effects of current smoking. These results can serve as guidelines for the design of future systems-based multi-omics investigations, with indications that integrating five to six data blocks from several molecular levels and anatomical locations suffices to facilitate unsupervised molecular classification in small cohorts.


Assuntos
Metaboloma , Proteoma , Proteômica , Doença Pulmonar Obstrutiva Crônica , Fumar , Células Epiteliais Alveolares/metabolismo , Células Epiteliais Alveolares/patologia , Variação Biológica da População , Líquido da Lavagem Broncoalveolar , Estudos Transversais , Confiabilidade dos Dados , Feminino , Humanos , MicroRNAs/análise , Pessoa de Meia-Idade , não Fumantes/estatística & dados numéricos , Proteômica/métodos , Proteômica/estatística & dados numéricos , Doença Pulmonar Obstrutiva Crônica/classificação , Doença Pulmonar Obstrutiva Crônica/diagnóstico , Doença Pulmonar Obstrutiva Crônica/genética , Doença Pulmonar Obstrutiva Crônica/metabolismo , Testes de Função Respiratória , Fumantes/estatística & dados numéricos , Fumar/metabolismo , Fumar/patologia , Suécia
11.
Nucleic Acids Res ; 39(3): 825-36, 2011 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-20929877

RESUMO

Synergistic regulations among multiple microRNAs (miRNAs) are important to understand the mechanisms of complex post-transcriptional regulations in humans. Complex diseases are affected by several miRNAs rather than a single miRNA. So, it is a challenge to identify miRNA synergism and thereby further determine miRNA functions at a system-wide level and investigate disease miRNA features in the miRNA-miRNA synergistic network from a new view. Here, we constructed a miRNA-miRNA functional synergistic network (MFSN) via co-regulating functional modules that have three features: common targets of corresponding miRNA pairs, enriched in the same gene ontology category and close proximity in the protein interaction network. Predicted miRNA synergism is validated by significantly high co-expression of functional modules and significantly negative regulation to functional modules. We found that the MFSN exhibits a scale free, small world and modular architecture. Furthermore, the topological features of disease miRNAs in the MFSN are distinct from non-disease miRNAs. They have more synergism, indicating their higher complexity of functions and are the global central cores of the MFSN. In addition, miRNAs associated with the same disease are close to each other. The structure of the MFSN and the features of disease miRNAs are validated to be robust using different miRNA target data sets.


Assuntos
Doença/genética , Redes Reguladoras de Genes , MicroRNAs/metabolismo , Algoritmos , Humanos , Interferência de RNA
12.
Zhonghua Yi Xue Za Zhi ; 92(9): 596-9, 2012 Mar 06.
Artigo em Zh | MEDLINE | ID: mdl-22800946

RESUMO

OBJECTIVE: To study the dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) features of VX2 rabbits carcinoma metastatic and inflammatory lymph nodes. METHODS: Twenty healthy adult New-Zealand white rabbits were divided into metastatic lymph node group and inflammatory lymph node group randomly. There were ten rabbits in each group. All 20 rabbits underwent DCE-MRI. Peak enhancement, time to peak, maximum slope and signal intensity versus time curves were generated from each node individually. RESULTS: DCE-MRI were obtained for nine cases of metastatic lymph nodes and nine cases of inflammatory lymph nodes. The signal intensity versus time curves of metastatic lymph nodes were appeared as rapid ascending and plateauing, and peak enhancement, time to peak, maximum slope of metastatic lymph nodes group were 284% ± 125%, (118 ± 47) s and (6.5 ± 2.7)%/s, respectively. The signal intensity versus time curves of inflammatory lymph nodes were appeared as insisting ascending, and peak enhancement, time to peak, maximum slope of inflammatory lymph nodes group were 199% ± 109%, (143 ± 40) s and (3.6 ± 1.5)%/s, respectively. There was significantly higher peak enhancement, shorter time to peak and higher maximum slope in the metastatic lymph nodes group compared with the inflammatory lymph nodes group (P < 0.05). CONCLUSIONS: DCE-MRI can accurately reflect the hemodynamic characteristics of VX2 rabbits neoplasm metastatic lymph nodes and inflammatory lymph nodes, and can differentiate VX2 rabbits neoplasm metastatic lymph nodes from inflammatory lymph nodes.


Assuntos
Metástase Linfática/patologia , Imageamento por Ressonância Magnética/métodos , Pseudolinfoma/patologia , Animais , Aumento da Imagem , Inflamação , Linfonodos/patologia , Linfadenite/diagnóstico , Linfadenite/patologia , Metástase Linfática/diagnóstico , Pseudolinfoma/diagnóstico , Coelhos
13.
Front Genet ; 13: 1010048, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36468026

RESUMO

Rationale: Chronic obstructive pulmonary disease (COPD) is a complex disease caused by a multitude of underlying mechanisms, and molecular mechanistic modeling of COPD, especially at a multi-molecular level, is needed to facilitate the development of molecular diagnostic and prognostic tools and efficacious treatments. Objectives: To investigate the miRNA-mRNA-protein dysregulated network to facilitate prediction of biomarkers and disease subnetwork in COPD in women. Measurements and Results: Three omics data blocks (mRNA, miRNA, and protein) collected from BAL cells from female current-smoker COPD patients, smokers with normal lung function, and healthy never-smokers were integrated with miRNA-mRNA-protein regulatory networks to construct a COPD-specific dysregulated network. Furthermore, downstream network topology, literature annotation, and functional enrichment analysis identified both known and novel disease-related biomarkers and pathways. Both abnormal regulations in miRNA-induced mRNA transcription and protein translation repression play roles in COPD. Finally, the let-7-AIFM1-FKBP1A pathway is highlighted in COPD pathology. Conclusion: For the first time, a comprehensive miRNA-mRNA-protein dysregulated network of primary immune cells from the lung related to COPD in females was constructed to elucidate specific biomarkers and disease pathways. The multi-omics network provides a new molecular insight from a multi-molecular aspect and highlights dysregulated interactions. The highlighted let-7-AIFM1-FKBP1A pathway also indicates new hypotheses of COPD pathology.

14.
J Comput Assist Tomogr ; 35(5): 608-13, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-21926857

RESUMO

PURPOSE: The aim of the study was to present the computed tomography (CT) and fluorine 18 (F) fluorodeoxyglucose-positron emission tomography (FDG-PET)/CT imaging findings of pulmonary mucosa-associated lymphoid tissue (MALT) lymphoma and evaluate their roles in the follow-up of this tumor. METHODS: Computed tomography and FDG-PET/CT imaging findings of 18 cases of pathologically proven pulmonary MALT lymphoma were reviewed retrospectively. RESULTS: Multiple and solitary lesions were detected in 15 and 3 patients, respectively. Of those patients with multiple pulmonary lesions, 12 were bilateral, and 3 were unilateral. A total of 51 pulmonary lesions were identified in 18 patients, which included lesions with consolidation (31/51), mass and nodule (12/51), and ground-glass attenuation (8/51). F fluorodeoxyglucose-PET/CT imaging (n = 8) revealed increased FDG uptake in all lesions in 8 cases. At follow-up, 3 patients experienced complete remission, 10 had partial remission, and 2 remained stable. CONCLUSIONS: Computed tomography and FDG-PET/CT images of the pulmonary MALT lymphoma usually reveal multiple, bilateral consolidations, masses, or nodules with air bronchogram and increased FDG uptake. Computed tomography and FDG-PET/CT imaging play important roles in the diagnosis and follow-up of patients with pulmonary MALT lymphoma.


Assuntos
Fluordesoxiglucose F18 , Neoplasias Pulmonares/diagnóstico por imagem , Linfoma de Zona Marginal Tipo Células B/diagnóstico por imagem , Tomografia por Emissão de Pósitrons/métodos , Compostos Radiofarmacêuticos , Tomografia Computadorizada por Raios X/métodos , Adulto , Idoso , Meios de Contraste , Feminino , Seguimentos , Humanos , Imuno-Histoquímica , Iohexol/análogos & derivados , Neoplasias Pulmonares/terapia , Linfoma de Zona Marginal Tipo Células B/terapia , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos
15.
JCI Insight ; 6(2)2021 01 25.
Artigo em Inglês | MEDLINE | ID: mdl-33290275

RESUMO

The pathogenesis of chronic obstructive pulmonary disease (COPD) involves aberrant responses to cellular stress caused by chronic cigarette smoke (CS) exposure. However, not all smokers develop COPD and the critical mechanisms that regulate cellular stress responses to increase COPD susceptibility are not understood. Because microRNAs are well-known regulators of cellular stress responses, we evaluated microRNA expression arrays performed on distal parenchymal lung tissue samples from 172 subjects with and without COPD. We identified miR-24-3p as the microRNA that best correlated with radiographic emphysema and validated this finding in multiple cohorts. In a CS exposure mouse model, inhibition of miR-24-3p increased susceptibility to apoptosis, including alveolar type II epithelial cell apoptosis, and emphysema severity. In lung epithelial cells, miR-24-3p suppressed apoptosis through the BH3-only protein BIM and suppressed homology-directed DNA repair and the DNA repair protein BRCA1. Finally, we found BIM and BRCA1 were increased in COPD lung tissue, and BIM and BRCA1 expression inversely correlated with miR-24-3p. We concluded that miR-24-3p, a regulator of the cellular response to DNA damage, is decreased in COPD, and decreased miR-24-3p increases susceptibility to emphysema through increased BIM and apoptosis.


Assuntos
Apoptose/genética , Dano ao DNA/genética , MicroRNAs/genética , Doença Pulmonar Obstrutiva Crônica/genética , Idoso , Animais , Proteína BRCA1/genética , Proteína BRCA1/metabolismo , Proteína 11 Semelhante a Bcl-2/genética , Proteína 11 Semelhante a Bcl-2/metabolismo , Linhagem Celular , Fumar Cigarros/efeitos adversos , Estudos de Coortes , Reparo do DNA , Modelos Animais de Doenças , Suscetibilidade a Doenças , Feminino , Humanos , Pulmão/metabolismo , Pulmão/patologia , Masculino , Camundongos , Camundongos Endogâmicos AKR , MicroRNAs/antagonistas & inibidores , MicroRNAs/metabolismo , Pessoa de Meia-Idade , Doença Pulmonar Obstrutiva Crônica/etiologia , Doença Pulmonar Obstrutiva Crônica/metabolismo , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Transcriptoma
16.
Zhonghua Yi Xue Za Zhi ; 90(41): 2916-21, 2010 Nov 09.
Artigo em Zh | MEDLINE | ID: mdl-21211397

RESUMO

OBJECTIVE: To evaluate the clinical efficacy and survival rate of transarterial chemoembolization (TACE) alone or plus radiofrequency ablation (RFA) in patients with intermediate or advanced stage primary hepatocellular carcinoma (HCC). METHODS: In this retrospective study, 467 cases received RFA or TACE plus RFA. Among them, 167 cases with strict clinical procedure (TACE alone or plus RFA) and complete follow-up data were included. Eighty-seven cases received TACE and 80 cases had TACE plus RFA between January 2000 and December 2006. Hierarchical analyses were performed using log-rank tests and survival curve was estimated by Kaplan-Meier method. RESULTS: A total of 167 patients received TACE alone or plus RFA for a follow-up period of 1 to 89 months. In the TACE alone group, the time-to-progression (TTP) was an average of 3.6 months. The median survival was 13 months, one-year survival rate 52.9%, three-year survival rate 11.5% and five-year survival rate 4.6%. In the TACE plus RFA group, the TTP time was an average of 10.8 months. The median survival time was 30 months, one-year survival rate 85.0%, three-year survival rate 45.0% and five-year survival rate 11.3%. In the TACE alone group, the median survival of intermediate stage HCC was 14 months, one-year survival rate 62.2%, three-year survival rate 13.3% and five-year survival rate 4.4%; In the TACE plus RFA group, the median survival of intermediate stage HCC was 14 months, one-year survival rate 90.1%, three-year survival rate 52.9% and five-year survival rate 13.7%. All differences of two groups has statistical significance (P < 0.05). In intermediate stage HCC, the median survival of TACE alone group was 14 months, one-year survival rate 62.2%, three-year survival rate 13.3%, five-year survival rate 4.4% versus 32 months, 90.1%, 52.9%, 13.7% in the TACE plus RFA group respectively. For the advanced stage HCC, the median survival time was 12 months, one-year survival rate 35%, three-year survival rate 7.1% and five-year survival rate 0 in the TACE alone group versus 28 months, 62.1%, 24.1% and 6.9% in the TACE plus RFA group (P = 0.00). There was significantly statistic difference between both groups in intermediate and advanced staging HCC. Among them, 60/485 (12.4%) patients required a therapy of post-TACE hepatic dysfunctions versus 13/168 (7.7%) in the TACE plus RFA group (P = 0.004, ANOVA method). CONCLUSION: The regimen of TACE plus RFA has the advantages of tumor control, liver function protection and survival extending in the treatment of HCC than TACE alone in intermediate or advanced stage HCC.


Assuntos
Carcinoma Hepatocelular/terapia , Ablação por Cateter , Embolização Terapêutica , Neoplasias Hepáticas/terapia , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma Hepatocelular/patologia , Terapia Combinada , Feminino , Humanos , Estimativa de Kaplan-Meier , Neoplasias Hepáticas/patologia , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Estudos Retrospectivos , Adulto Jovem
17.
Zhonghua Yi Xue Za Zhi ; 90(23): 1587-92, 2010 Jun 15.
Artigo em Zh | MEDLINE | ID: mdl-20979742

RESUMO

OBJECTIVE: To investigate the prognostic factors and significance of patients with colorectal liver metastases (CLM) treated with radiofrequency ablation (RFA). METHODS: A retrospective study was conducted for the clinic outcomes, follow-up data and survival status in 84 patients with CLM undergoing RFA between January 2000 and December 2008. Univariate and multivariate analyses were performed by log-rank test and Cox's proportional hazard model respectively. RESULTS: A total of 265 lesions in 84 patients received RFA with a follow-up of 1-10 years. The median survival was 29 months, 1-year survival rate 98%, 3-year survival rate 27% and 5-year survival rate 7%. For those lesion < or = 4 cm and lesion number < 3, the median survival time was 30 months, 1-year survival rate 100%, 3-year survival rate 31% and 5-year survival rate 16%. For those with lesions > 4 cm or lesion number > 3, the median survival time was 28 months, 1-year survival rate 96%, 3-year survival rate 21% and 5-year survival rate 0. For those receiving RFA combined with chemotherapy, the median survival time was 32 months, three-year survival rate 29% and five-year survival rate 8%. For those on molecular-target therapy, the median survival time was 41 months, 3-year survival rate 60% and 5-year survival rate 20%. The multivariate statistical analysis showed that the influences of lesion number and size (P = 0.004), chemotherapeutic agents and timing (P = 0.004) and extra-liver metastases (P = 0.097) had statistic significance to the survival rate. CONCLUSIONS: RFA has a favorable outcome in the treatment of CLM patients. The prognostic factors of overall survival are correlated with the lesion size and presence or absence of extra-hepatic metastasis. It may effectively improve the patient prognosis by RFA in combination with chemotherapy and especially molecular-target therapy.


Assuntos
Neoplasias Colorretais/patologia , Neoplasias Colorretais/cirurgia , Neoplasias Hepáticas/cirurgia , Ablação por Cateter , Neoplasias Colorretais/diagnóstico , Feminino , Humanos , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/secundário , Masculino , Pessoa de Meia-Idade , Metástase Neoplásica , Prognóstico , Estudos Retrospectivos , Taxa de Sobrevida , Resultado do Tratamento
18.
Int J Chron Obstruct Pulmon Dis ; 15: 1049-1059, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32546996

RESUMO

Introduction: The vitamin D binding protein (VDBP, also known as GC-globulin) and vitamin D deficiency have been associated with chronic obstructive pulmonary disease (COPD). rs7041 and rs4588 are two single nucleotide polymorphisms of the VDBP gene, including three common allelic variants (GC1S, GC1F and GC2). Previous studies primarily assessed the serum levels of vitamin D and VDBP in COPD. However, less is known regarding the impact of the local release of VDBP on COPD lung function. Thus, we examined the association of sputum and plasma VDBP with lung function at baseline and at four years, and examined potential genetic polymorphism interactions. Methods: The baseline levels of sputum VDBP, plasma VDBP and plasma 25-OH vitamin D, as well as the GC rs4588 and rs7041 genotypes, were assessed in a 4-year Finnish follow-up cohort (n = 233) of non-smokers, and smokers with and without COPD. The associations between the VDBP levels and the longitudinal decline of lung function were further analysed. Results: High frequencies of the haplotypes in rs7041/rs4588 were homozygous GC1S/1S (42.5%). Higher sputum VDBP levels in stage I and stage II COPD were observed only in carriers with GC1S/1S genotype when compared with non-smokers (p = 0.034 and p = 0.002, respectively). Genotype multivariate regression analysis indicated that the baseline sputum VDBP and FEV1/FVC ratio at baseline independently predicted FEV1% at follow-up. Discussion and Conclusion: The baseline sputum VDBP expression was elevated in smokers with COPD among individuals with the GC1S/1S genotype, and predicted follow-up airway obstruction. Our results suggest that the GC polymorphism should be considered when exploring the potential of VDBP as a biomarker for COPD.


Assuntos
Obstrução das Vias Respiratórias , Doença Pulmonar Obstrutiva Crônica , Fumantes , Proteína de Ligação a Vitamina D , Predisposição Genética para Doença , Genótipo , Humanos , Polimorfismo de Nucleotídeo Único , Estudos Prospectivos , Doença Pulmonar Obstrutiva Crônica/diagnóstico , Doença Pulmonar Obstrutiva Crônica/genética , Escarro , Vitamina D , Proteína de Ligação a Vitamina D/genética
19.
Mol Cancer ; 8: 95, 2009 Nov 05.
Artigo em Inglês | MEDLINE | ID: mdl-19891769

RESUMO

BACKGROUND: The mitotic Aurora-A kinase exerts crucial functions in maintaining mitotic fidelity. As a bona fide oncoprotein, Aurora-A aberrant overexpression leads to oncogenic transformation. Yet, the mechanisms by which Aurora-A enhances cancer cell survival remain to be elucidated. RESULTS: Here, we found that Aurora-A overexpression was closely correlated with clinic stage and lymph node metastasis in tongue carcinoma. Aurora-A inhibitory VX-680 suppressed proliferation, induced apoptosis and markedly reduced migration in cancer cells. We further showed that insulin-like growth factor-1, a PI3K physiological activator, reversed VX-680-decreased cell survival and motility. Conversely, wortmannin, a PI3K inhibitor, combined with VX-680 showed a synergistic effect on inducing apoptosis and suppressing migration. In addition, Aurora-A inhibition suppressed Akt activation, and VX-680-induced apoptosis was attenuated by Myr-Akt overexpression, revealing a cross-talk between Aurora-A and PI3K pathway interacting at Akt activation. Significantly, we showed that suppression of Aurora-A decreased phosphorylated Akt and was associated with increased IkappaBalpha expression. By contrast, Aurora-A overexpression upregulated Akt activity and downregulated IkappaBalpha, these changes were accompanied by nuclear translocation of nuclear factor-kappaB and increased expression of its target gene Bcl-xL. Lastly, Aurora-A overexpression induced IkappaBalpha reduction was abrogated by suppression of Akt either chemically or genetically. CONCLUSION: Taken together, our data established that Aurora-A, via activating Akt, stimulated nuclear factor-kappaB signaling pathway to promote cancer cell survival, and promised a novel combined chemotherapy targeting both Aurora-A and PI3K in cancer treatment.


Assuntos
Regulação para Baixo/genética , Proteínas I-kappa B/metabolismo , Fator de Crescimento Insulin-Like I/metabolismo , Fosfatidilinositol 3-Quinases/metabolismo , Proteínas Serina-Treonina Quinases/metabolismo , Proteínas Proto-Oncogênicas c-akt/metabolismo , Neoplasias da Língua/patologia , Apoptose/efeitos dos fármacos , Aurora Quinases , Carcinoma de Células Escamosas/enzimologia , Carcinoma de Células Escamosas/patologia , Linhagem Celular Tumoral , Movimento Celular/efeitos dos fármacos , Núcleo Celular/efeitos dos fármacos , Núcleo Celular/metabolismo , Proliferação de Células/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Relação Dose-Resposta a Droga , Regulação para Baixo/efeitos dos fármacos , Ativação Enzimática/efeitos dos fármacos , Humanos , Metástase Linfática/patologia , Inibidor de NF-kappaB alfa , Estadiamento de Neoplasias , Fosforilação/efeitos dos fármacos , Piperazinas/farmacologia , Ligação Proteica/efeitos dos fármacos , Proteínas Serina-Treonina Quinases/antagonistas & inibidores , Subunidades Proteicas/metabolismo , Transporte Proteico/efeitos dos fármacos , Transdução de Sinais/efeitos dos fármacos , Neoplasias da Língua/enzimologia , Fator de Transcrição RelA/metabolismo
20.
Zhonghua Yi Xue Za Zhi ; 89(5): 321-4, 2009 Feb 10.
Artigo em Zh | MEDLINE | ID: mdl-19563709

RESUMO

OBJECTIVE: to evaluate the short- and medium-term clinical effects of 125I seed implantation on recurrent or metastatic head and neck cancers. METHODS: Thirty patients with recurrent or metastatic head and neck cancers after operation, radiotherapy, or chemotherapy, totaling 421 lesions 4.2 (2-9) cm in diameter, 23 males and 12 females, aged 56 (39-71), underwent implantation of 12-70 125I seeds (on average 33 per person) under the guidance of CT, ultrasonography, or endoscopy with an interval of 1 cm between any 2 seeds with the radioactive activity per seed of 29.6 MBq and matched peripheral dose of 90-160 Gy. Follow-up was conducted for 13 (4-40) months to observe the local control rate, overall survival rate, pain relief, and clinical complications. RESULTS: Follow-up 4 months later showed that 24 of the 42 lesions obtained complete remission, 11 obtained partial remission, 5 no change, and 2 progress of disease, with a clinical response rate of 83.3% (CR+PR). The overall 1-, 2-, and 3-year survival rates were 88.4%, 72.4%, and 45.2% respectively with a median survival time of 31 months. The pain relief rate was 73.4% (17/23). The long-term complications included hyperpigmentation at operative sites (n=4), insensible feeling on lateral cheek (n=3), dryness of oral cavity (n=2), and headache combined with infection (n=1). CONCLUSION: Relieving the pain, improving the life quality, CT guided radioactive 125I seed implantation is a simple, safe, and effective method in treating recurrent or metastatic head and neck cancer with minimal damage and few complications.


Assuntos
Braquiterapia/métodos , Neoplasias de Cabeça e Pescoço/radioterapia , Radioisótopos do Iodo/uso terapêutico , Recidiva Local de Neoplasia/radioterapia , Adulto , Idoso , Feminino , Seguimentos , Neoplasias de Cabeça e Pescoço/patologia , Neoplasias de Cabeça e Pescoço/secundário , Humanos , Masculino , Pessoa de Meia-Idade , Metástase Neoplásica , Tomografia Computadorizada por Raios X
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