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1.
Drug Metab Dispos ; 52(8): 836-846, 2024 Jul 16.
Artículo en Inglés | MEDLINE | ID: mdl-38772712

RESUMEN

This study investigated an association between the cytochrome P450 (CYP) 2C8*3 polymorphism with asthma symptom control in children and changes in lipid metabolism and pro-inflammatory signaling by human bronchial epithelial cells (HBECs) treated with cigarette smoke condensate (CSC). CYP genes are inherently variable in sequence, and while such variations are known to produce clinically relevant effects on drug pharmacokinetics and pharmacodynamics, the effects on endogenous substrate metabolism and associated physiologic processes are less understood. In this study, CYP2C8*3 was associated with improved asthma symptom control among children: Mean asthma control scores were 3.68 (n = 207) for patients with one or more copies of the CYP2C8*3 allele versus 4.42 (n = 965) for CYP2C8*1/*1 (P = 0.0133). In vitro, CYP2C8*3 was associated with an increase in montelukast 36-hydroxylation and a decrease in linoleic acid metabolism despite lower mRNA and protein expression. Additionally, CYP2C8*3 was associated with reduced mRNA expression of interleukin-6 (IL-6) and C-X-C motif chemokine ligand 8 (CXCL-8) by HBECs in response to CSC, which was replicated using the soluble epoxide hydrolase inhibitor, 12-[[(tricyclo[3.3.1.13,7]dec-1-ylamino)carbonyl]amino]-dodecanoic acid. Interestingly, 9(10)- and 12(13)- dihydroxyoctadecenoic acid, the hydrolyzed metabolites of 9(10)- and 12(13)- epoxyoctadecenoic acid, increased the expression of IL-6 and CXCL-8 mRNA by HBECs. This study reveals previously undocumented effects of the CYP2C8*3 variant on the response of HBECs to exogenous stimuli. SIGNIFICANCE STATEMENT: These findings suggest a role for CYP2C8 in regulating the epoxyoctadecenoic acid:dihydroxyoctadecenoic acid ratio leading to a change in cellular inflammatory responses elicited by environmental stimuli that exacerbate asthma.


Asunto(s)
Asma , Bronquios , Citocromo P-450 CYP2C8 , Células Epiteliales , Humanos , Asma/tratamiento farmacológico , Asma/genética , Asma/metabolismo , Citocromo P-450 CYP2C8/genética , Citocromo P-450 CYP2C8/metabolismo , Niño , Masculino , Femenino , Bronquios/efectos de los fármacos , Bronquios/metabolismo , Bronquios/citología , Células Epiteliales/efectos de los fármacos , Células Epiteliales/metabolismo , Adolescente , Metabolismo de los Lípidos/efectos de los fármacos , Metabolismo de los Lípidos/genética , Inflamación/genética , Inflamación/metabolismo , Células Cultivadas , Quinolinas/farmacología , Polimorfismo de Nucleótido Simple , Acetatos , Ciclopropanos , Sulfuros
2.
Hum Reprod ; 38(12): 2456-2469, 2023 Dec 04.
Artículo en Inglés | MEDLINE | ID: mdl-37815487

RESUMEN

STUDY QUESTION: Can in vitro maturation (IVM) and developmental competence of human oocytes be improved by co-culture with ovarian support cells (OSCs) derived from human-induced pluripotent stem cells (hiPSCs)? SUMMARY ANSWER: OSC-IVM significantly improves the rates of metaphase II (MII) formation and euploid Day 5 or 6 blastocyst formation, when compared to a commercially available IVM system. WHAT IS KNOWN ALREADY: IVM has historically shown highly variable performance in maturing oocytes and generating oocytes with strong developmental capacity, while limited studies have shown a positive benefit of primary granulosa cell co-culture for IVM. We recently reported the development of OSCs generated from hiPSCs that recapitulate dynamic ovarian function in vitro. STUDY DESIGN, SIZE, DURATION: The study was designed as a basic science study, using randomized sibling oocyte specimen allocation. Using pilot study data, a prospective sample size of 20 donors or at least 65 oocytes per condition were used for subsequent experiments. A total of 67 oocyte donors were recruited to undergo abbreviated gonadotropin stimulation with or without hCG triggers and retrieved cumulus-oocyte complexes (COCs) were allocated between the OSC-IVM or control conditions (fetal-like OSC (FOSC)-IVM or media-only IVM) in three independent experimental design formats. The total study duration was 1 April 2022 to 1 July 2023. PARTICIPANTS/MATERIALS, SETTING, METHODS: Oocyte donors between the ages of 19 and 37 years were recruited for retrieval after informed consent, with assessment of anti-Mullerian hormone, antral follicle count, age, BMI and ovarian pathology used for inclusion and exclusion criteria. In experiment 1, 27 oocyte donors were recruited, in experiment 2, 23 oocyte donors were recruited, and in experiment 3, 17 oocyte donors and 3 sperm donors were recruited. The OSC-IVM culture condition was composed of 100 000 OSCs in suspension culture with hCG, recombinant FSH, androstenedione, and doxycycline supplementation. IVM controls lacked OSCs and contained either the same supplementation, FSH and hCG only (a commercial IVM control), or FOSCs with the same supplementation (Media control). Experiment 1 compared OSC-IVM, FOSC-IVM, and a Media control, while experiments 2 and 3 compared OSC-IVM and a commercial IVM control. Primary endpoints in the first two experiments were the MII formation (i.e. maturation) rate and morphological quality assessment. In the third experiment, the fertilization and embryo formation rates were assessed with genetic testing for aneuploidy and epigenetic quality in blastocysts. MAIN RESULTS AND THE ROLE OF CHANCE: We observed a statistically significant improvement (∼1.5×) in maturation outcomes for oocytes that underwent IVM with OSCs compared to control Media-IVM and FOSC-IVM in experiment 1. More specifically, the OSC-IVM group yielded a MII formation rate of 68% ± 6.83% SEM versus 46% ± 8.51% SEM in the Media control (P = 0.02592, unpaired t-test). FOSC-IVM yielded a 51% ± 9.23% SEM MII formation rate which did not significantly differ from the media control (P = 0.77 unpaired t-test). Additionally, OSC-IVM yielded a statistically significant ∼1.6× higher average MII formation rate at 68% ± 6.74% when compared to 43% ± 7.90% in the commercially available IVM control condition (P = 0.0349, paired t-test) in experiment 2. Oocyte morphological quality between OSC-IVM and the controls did not significantly differ. In experiment 3, OSC-IVM oocytes demonstrated a statistically significant improvement in Day 5 or 6 euploid blastocyst formation per COC compared to the commercial IVM control (25% ± 7.47% vs 11% ± 3.82%, P = 0.0349 logistic regression). Also in experiment 3, the OSC-treated oocytes generated blastocysts with similar global and germline differentially methylated region epigenetic profiles compared commercial IVM controls or blastocysts after either conventional ovarian stimulation. LARGE SCALE DATA: N/A. LIMITATIONS, REASONS FOR CAUTION: While the findings of this study are compelling, the cohort size remains limited and was powered on preliminary pilot studies, and the basic research nature of the study limits generalizability compared to randomized control trials. Additionally, use of hCG-triggered cycles results in a heterogenous oocyte cohort, and potential differences in the underlying maturation state of oocytes pre-IVM may limit or bias findings. Further research is needed to clarify and characterize the precise mechanism of action of the OSC-IVM system. Further research is also needed to establish whether these embryos are capable of implantation and further development, a key indication of their clinical utility. WIDER IMPLICATIONS OF THE FINDINGS: Together, these findings demonstrate a novel approach to IVM with broad applicability to modern ART practice. The controls used in this study are in line with and have produced similar to findings to those in the literature, and the outcome of this study supports findings from previous co-culture studies that found benefits of primary granulosa cells on IVM outcomes. The OSC-IVM system shows promise as a highly flexible IVM approach that can complement a broad range of stimulation styles and patient populations. Particularly for patients who cannot or prefer not to undergo conventional gonadotropin stimulation, OSC-IVM may present a viable path for obtaining developmentally competent, mature oocytes. STUDY FUNDING/COMPETING INTEREST(S): A.D.N., A.B.F., A.G., B.P., C.A., C.C.K., F.B., G.R., K.S.P., K.W., M.M., P.C., S.P., and M.-J.F.-G. are shareholders in the for-profit biotechnology company Gameto Inc. P.R.J.F. declares paid consultancy for Gameto Inc. P.C. also declares paid consultancy for the Scientific Advisory Board for Gameto Inc. D.H.M. has received consulting services from Granata Bio, Sanford Fertility and Reproductive Medicine, Gameto, and Buffalo IVF, and travel support from the Upper Egypt Assisted Reproduction Society. C.C.K., S.P., M.M., A.G., B.P., K.S.P., G.R., and A.D.N. are listed on a patent covering the use of OSCs for IVM: U.S. Provisional Patent Application No. 63/492,210. Additionally, C.C.K. and K.W. are listed on three patents covering the use of OSCs for IVM: U.S. Patent Application No. 17/846,725, U.S Patent Application No. 17/846,845, and International Patent Application No.: PCT/US2023/026012. C.C.K., M.P.S., and P.C. additionally are listed on three patents for the transcription factor-directed production of granulosa-like cells from stem cells: International Patent Application No.: PCT/US2023/065140, U.S. Provisional Application No. 63/326,640, and U.S. Provisional Application No. 63/444,108. The remaining authors have no conflicts of interest to declare.


Asunto(s)
Técnicas de Maduración In Vitro de los Oocitos , Células Madre Pluripotentes Inducidas , Adulto , Femenino , Humanos , Masculino , Adulto Joven , Técnicas de Cocultivo , Hormona Folículo Estimulante/metabolismo , Gonadotropinas/metabolismo , Técnicas de Maduración In Vitro de los Oocitos/métodos , Oocitos/metabolismo , Proyectos Piloto , Estudios Prospectivos , Semen
3.
J Neurooncol ; 165(3): 449-458, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-38015375

RESUMEN

PURPOSE: There is a growing body of literature documenting glioma heterogeneity in terms of radiographic, histologic, molecular, and genetic characteristics. Incomplete spatial specification of intraoperative tumor samples may contribute to variability in the results of pathological and biological investigations. We have developed a system, termed geo-tagging, for routine intraoperative linkage of each tumor sample to its location via neuronavigation. METHODS: This is a single-institution, IRB approved, prospective database of undergoing clinically indicated surgery. We evaluated relevant factors affecting data collection by this registry, including tumor and surgical factors (e.g. tumor volume, location, grade and surgeon). RESULTS: Over a 2-year period, 487 patients underwent craniotomy for an intra-axial tumor. Of those, 214 underwent surgery for a newly diagnosed or recurrent glioma. There was significant variation in the average number of samples collected per registered case, with a range of samples from 2.53 to 4.75 per tumor type. Histology and grade impacted on sampling with a range of 2.0 samples per tumor in Grade four, IDH-WT gliomas to 4.5 samples in grade four, IDH-mutant gliomas. The range of cases with sampling per surgeon was 6 to 99 with a mean of 47.6 cases and there was a statistically significant differences between surgeons. Tumor grade did not have a statistically significant impact on number of samples per case. No significant correlation was found between the number of samples collected and enhancing tumor volume, EOR, or volume of tumor resected. CONCLUSION: We are using the results of this analysis to develop a prospective sample collection protocol.


Asunto(s)
Neoplasias Encefálicas , Glioma , Humanos , Neoplasias Encefálicas/diagnóstico por imagen , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/cirugía , Recurrencia Local de Neoplasia , Glioma/diagnóstico por imagen , Glioma/genética , Glioma/cirugía , Imagen por Resonancia Magnética/métodos , Sistema de Registros
4.
Bioinformatics ; 37(12): 1772-1775, 2021 07 19.
Artículo en Inglés | MEDLINE | ID: mdl-33031552

RESUMEN

SUMMARY: Population studies such as genome-wide association study have identified a variety of genomic variants associated with human diseases. To further understand potential mechanisms of disease variants, recent statistical methods associate functional omic data (e.g. gene expression) with genotype and phenotype and link variants to individual genes. However, how to interpret molecular mechanisms from such associations, especially across omics, is still challenging. To address this problem, we developed an interpretable deep learning method, Varmole, to simultaneously reveal genomic functions and mechanisms while predicting phenotype from genotype. In particular, Varmole embeds multi-omic networks into a deep neural network architecture and prioritizes variants, genes and regulatory linkages via biological drop-connect without needing prior feature selections. AVAILABILITY AND IMPLEMENTATION: Varmole is available as a Python tool on GitHub at https://github.com/daifengwanglab/Varmole. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Asunto(s)
Estudio de Asociación del Genoma Completo , Redes Neurales de la Computación , Genoma , Genómica , Genotipo , Humanos
5.
Bioinformatics ; 37(8): 1115-1124, 2021 05 23.
Artículo en Inglés | MEDLINE | ID: mdl-33305308

RESUMEN

MOTIVATION: Gene expression and regulation, a key molecular mechanism driving human disease development, remains elusive, especially at early stages. Integrating the increasing amount of population-level genomic data and understanding gene regulatory mechanisms in disease development are still challenging. Machine learning has emerged to solve this, but many machine learning methods were typically limited to building an accurate prediction model as a 'black box', barely providing biological and clinical interpretability from the box. RESULTS: To address these challenges, we developed an interpretable and scalable machine learning model, ECMarker, to predict gene expression biomarkers for disease phenotypes and simultaneously reveal underlying regulatory mechanisms. Particularly, ECMarker is built on the integration of semi- and discriminative-restricted Boltzmann machines, a neural network model for classification allowing lateral connections at the input gene layer. This interpretable model is scalable without needing any prior feature selection and enables directly modeling and prioritizing genes and revealing potential gene networks (from lateral connections) for the phenotypes. With application to the gene expression data of non-small-cell lung cancer patients, we found that ECMarker not only achieved a relatively high accuracy for predicting cancer stages but also identified the biomarker genes and gene networks implying the regulatory mechanisms in the lung cancer development. In addition, ECMarker demonstrates clinical interpretability as its prioritized biomarker genes can predict survival rates of early lung cancer patients (P-value < 0.005). Finally, we identified a number of drugs currently in clinical use for late stages or other cancers with effects on these early lung cancer biomarkers, suggesting potential novel candidates on early cancer medicine. AVAILABILITYAND IMPLEMENTATION: ECMarker is open source as a general-purpose tool at https://github.com/daifengwanglab/ECMarker. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Biomarcadores , Expresión Génica , Humanos , Neoplasias Pulmonares/genética , Aprendizaje Automático
6.
Mol Pharmacol ; 100(3): 295-307, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-34290137

RESUMEN

Prior studies revealed increased expression of the transient receptor potential vanilloid-3 (TRPV3) ion channel after wood smoke particulate matter (WSPM) treatment of human bronchial epithelial cells (HBECs). TRPV3 attenuated pathologic endoplasmic reticulum stress and cytotoxicity mediated by transient receptor potential ankyrin-1. Here, the basis for how TRPV3 expression is regulated by cell injury and the effects this has on HBEC physiology and WSPM-induced airway remodeling in mice was investigated. TRPV3 mRNA was rapidly increased in HBECs treated with WSPM and after monolayer damage caused by tryptic disruption, scratch wounding, and cell passaging. TRPV3 mRNA abundance varied with time, and stimulated expression occurred independent of new protein synthesis. Overexpression of TRPV3 in HBECs reduced cell migration and wound repair while enhancing cell adhesion. This phenotype correlated with disrupted mRNA expression of ligands of the epidermal growth factor, tumor growth factor-ß, and frizzled receptors. Accordingly, delayed wound repair by TRPV3 overexpressing cells was reversed by growth factor supplementation. In normal HBECs, TRPV3 upregulation was triggered by exogenous growth factor supplementation and was attenuated by inhibitors of growth factor receptor signaling. In mice, subacute oropharyngeal instillation with WSPM also promoted TRPV3 mRNA expression and epithelial remodeling, which was attenuated by TRPV3 antagonist pre- and cotreatment. This latter effect may be the consequence of antagonist-induced TRPV3 expression. These findings provide insights into the roles of TRPV3 in lung epithelial cells under basal and dynamic states, as well as highlight potential roles for TRPV3 ligands in modulating epithelial damage/repair. SIGNIFICANCE STATEMENT: Coordinated epithelial repair is essential for the maintenance of the airways, with deficiencies and exaggerated repair associated with adverse consequences to respiratory health. This study shows that TRPV3, an ion channel, is involved in coordinating repair through integrated repair signaling pathways, wherein TRPV3 expression is upregulated immediately after injury and returns to basal levels as cells complete the repair process. TRPV3 may be a novel target for understanding and/or treating conditions in which airway/lung epithelial repair is not properly orchestrated.


Asunto(s)
Células Epiteliales/metabolismo , Lesión Pulmonar/metabolismo , Material Particulado/efectos adversos , Transducción de Señal , Humo/efectos adversos , Canales Catiónicos TRPV/metabolismo , Remodelación de las Vías Aéreas (Respiratorias)/genética , Animales , Bronquios/lesiones , Bronquios/metabolismo , Bronquios/patología , Adhesión Celular/genética , Línea Celular , Movimiento Celular/genética , Células Epiteliales/patología , Receptores ErbB/antagonistas & inhibidores , Femenino , Humanos , Péptidos y Proteínas de Señalización Intercelular/genética , Péptidos y Proteínas de Señalización Intercelular/metabolismo , Péptidos y Proteínas de Señalización Intercelular/farmacología , Lesión Pulmonar/etiología , Masculino , Ratones Endogámicos C57BL , Canales Catiónicos TRPV/antagonistas & inhibidores , Canales Catiónicos TRPV/genética , Transcriptoma , Factor de Crecimiento Transformador beta/antagonistas & inhibidores , Proteínas Wnt/antagonistas & inhibidores , Madera , Cicatrización de Heridas/fisiología
7.
PLoS Comput Biol ; 16(4): e1007677, 2020 04.
Artículo en Inglés | MEDLINE | ID: mdl-32240163

RESUMEN

The molecular mechanisms and functions in complex biological systems currently remain elusive. Recent high-throughput techniques, such as next-generation sequencing, have generated a wide variety of multiomics datasets that enable the identification of biological functions and mechanisms via multiple facets. However, integrating these large-scale multiomics data and discovering functional insights are, nevertheless, challenging tasks. To address these challenges, machine learning has been broadly applied to analyze multiomics. This review introduces multiview learning-an emerging machine learning field-and envisions its potentially powerful applications to multiomics. In particular, multiview learning is more effective than previous integrative methods for learning data's heterogeneity and revealing cross-talk patterns. Although it has been applied to various contexts, such as computer vision and speech recognition, multiview learning has not yet been widely applied to biological data-specifically, multiomics data. Therefore, this paper firstly reviews recent multiview learning methods and unifies them in a framework called multiview empirical risk minimization (MV-ERM). We further discuss the potential applications of each method to multiomics, including genomics, transcriptomics, and epigenomics, in an aim to discover the functional and mechanistic interpretations across omics. Secondly, we explore possible applications to different biological systems, including human diseases (e.g., brain disorders and cancers), plants, and single-cell analysis, and discuss both the benefits and caveats of using multiview learning to discover the molecular mechanisms and functions of these systems.


Asunto(s)
Biología Computacional/métodos , Genómica/métodos , Aprendizaje Automático , Proteómica/métodos , Algoritmos , Enfermedad de Alzheimer/fisiopatología , Encéfalo/fisiología , Encéfalo/fisiopatología , Chlamydomonas reinhardtii , Análisis por Conglomerados , ADN , Interpretación Estadística de Datos , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Metabolómica/métodos , Análisis de la Célula Individual , Programas Informáticos
8.
Mol Pharmacol ; 98(5): 586-597, 2020 11.
Artículo en Inglés | MEDLINE | ID: mdl-32938721

RESUMEN

This study investigated the roles of transient receptor potential (TRP) ankyrin-1 (TRPA1) and TRP vanilloid-3 (TRPV3) in regulating endoplasmic reticulum stress (ERS) and cytotoxicity in human bronchial epithelial cells (HBECs) treated with pneumotoxic wood smoke particulate matter (WSPM) and chemical agonists of each channel. Functions of TRPA1 and TRPV3 in pulmonary epithelial cells remain largely undefined. This study shows that TRPA1 activity localizes to the plasma membrane and endoplasmic reticulum (ER) of cells, whereas TRPV3 resides primarily in the ER. Additionally, treatment of cells using moderately cytotoxic concentrations of pine WSPM, carvacrol, and other TRPA1 agonists caused ERS as a function of both TRPA1 and TRPV3 activities. Specifically, ERS and cytotoxicity were attenuated by TRPA1 inhibition, whereas inhibiting TRPV3 exacerbated ERS and cytotoxicity. Interestingly, after treatment with pine WSPM, TRPA1 transcription was suppressed, whereas TRPV3 was increased. TRPV3 overexpression in HBECs conferred resistance to ERS and an attenuation of ERS-associated cell cycle arrest caused by WSPM and multiple prototypical ERS-inducing agents. Alternatively, short hairpin RNA-mediated knockdown of TRPV3, like the TRPV3 antagonist, exacerbated ERS. This study reveals previously undocumented roles for TRPA1 in promoting pathologic ERS and cytotoxicity elicited by pneumotoxic WSPM and TRPA1 agonists, and a unique role for TRPV3 in fettering pathologic facets of the integrated ERS response. SIGNIFICANCE STATEMENT: These findings provide new insights into how wood smoke particulate matter and other transient receptor potential ankyrin-1 (TRPA1) and transient receptor potential vanilloid-3 (TRPV3) agonists can affect human bronchial epithelial cells and highlight novel physiological and pathophysiological roles for TRPA1 and TRPV3 in these cells.


Asunto(s)
Estrés del Retículo Endoplásmico/efectos de los fármacos , Células Epiteliales/efectos de los fármacos , Pulmón/efectos de los fármacos , Material Particulado/administración & dosificación , Humo/efectos adversos , Canal Catiónico TRPA1/metabolismo , Canales Catiónicos TRPV/metabolismo , Línea Celular , Cimenos/efectos adversos , Retículo Endoplásmico/efectos de los fármacos , Retículo Endoplásmico/metabolismo , Células Epiteliales/metabolismo , Células HEK293 , Humanos , Pulmón/metabolismo , Pinus/efectos adversos , Canales de Potencial de Receptor Transitorio/metabolismo , Madera/efectos adversos
9.
J Vasc Interv Radiol ; 31(11): 1745-1752, 2020 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-33129427

RESUMEN

PURPOSE: To evaluate the effectiveness of radiofrequency (RF) ablation as measured by change in worst pain score from baseline to 3 mo after RF ablation for the palliative treatment of painful bone metastases. MATERIALS AND METHODS: One hundred patients (mean age, 64.6 y) underwent RF ablation for metastatic bone disease and were followed up to 6 mo. Subjects' pain and quality of life were measured before RF ablation and postoperatively by using the Brief Pain Index and European Quality of Life questionnaires. Opioid agent use and device-, procedure-, and/or therapy-related adverse events (AEs) were collected. RESULTS: Eighty-seven patients were treated for tumors involving the thoracolumbar spine and 13 for tumors located in the pelvis and/or sacrum. All ablations were technically successful, and 97% were followed by cementoplasty. Mean worst pain score decreased from 8.2 ± 1.7 at baseline to 3.5 ± 3.2 at 6 mo (n = 22; P < 0.0001 for all visits). Subjects experienced significant improvement for all visits in average pain (P < .0001), pain interference (P < .0001), and quality of life (P < .003). Four AEs were reported, of which 2 resulted in hospitalization for pneumonia and respiratory failure. All 30 deaths reported during the study were attributed to the underlying malignancy and not related to the study procedure. CONCLUSIONS: Results from this study show rapid (within 3 d) and statistically significant pain improvement with sustained long-term relief through 6 mo in patients treated with RF ablation for metastatic bone disease.


Asunto(s)
Neoplasias Óseas/cirugía , Dolor/prevención & control , Cuidados Paliativos , Ablación por Radiofrecuencia , Adulto , Anciano , Anciano de 80 o más Años , Neoplasias Óseas/complicaciones , Neoplasias Óseas/mortalidad , Neoplasias Óseas/secundario , Cementoplastia , Femenino , Humanos , Masculino , Persona de Mediana Edad , Dolor/diagnóstico , Dolor/etiología , Dolor/mortalidad , Dimensión del Dolor , Estudios Prospectivos , Calidad de Vida , Ablación por Radiofrecuencia/efectos adversos , Ablación por Radiofrecuencia/mortalidad , Factores de Tiempo , Resultado del Tratamiento
10.
Rhinology ; 58(6): 574-580, 2020 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-32662778

RESUMEN

BACKGROUND: The aim of this study was to compare olfactory function change in patients who underwent endoscopic skull-base surgery. METHODOLOGY: A total of 928 patients were included in this retrospective study. Olfactory function was measured using the non- validated Likert scale (0â€"100), the Cross-Cultural Smell Identification Test (CC-SIT) and the butanol threshold test (BTT). Patients were divided into two groups: an endoscopic trans-sellar approach group (ETA, n = 768) and an extended endoscopic endonasal approach group (EEEA, n = 160). The ETA group was sub-divided into Nasoseptal flap (NSF) and no NSF groups. RESULTS: Non-validated olfactory function significantly worsened in the EEEA and ETA-NSF groups compared with that in the ETA- no NSF group for at least 6 months post-operatively. Validated olfactory impairment (BTT and CC-SIT) was also significantly worse in the EEEA and NSF groups compared with that in the ETA-no NSF group 3 months post-operatively. Additionally, the degrees of non-validated and validated olfactory deterioration were not significantly different between the EEEA and ETA-NSF groups. We also found that CC-SIT score changes were significantly impaired in tuberculum sellae meningioma patients than in craniopharyn- gioma patients. CONCLUSIONS: We conclude that NSF was the key factor that led to olfactory impairment after endoscopic skull-base surgery.


Asunto(s)
Trastornos del Olfato , Procedimientos de Cirugía Plástica , Humanos , Trastornos del Olfato/etiología , Estudios Retrospectivos , Factores de Riesgo , Base del Cráneo/cirugía , Olfato
11.
Sensors (Basel) ; 20(9)2020 Apr 29.
Artículo en Inglés | MEDLINE | ID: mdl-32365513

RESUMEN

The previous recommendation system applied the matrix factorization collaborative filtering (MFCF) technique to only single domains. Due to data sparsity, this approach has a limitation in overcoming the cold-start problem. Thus, in this study, we focus on discovering latent features from domains to understand the relationships between domains (called domain coherence). This approach uses potential knowledge of the source domain to improve the quality of the target domain recommendation. In this paper, we consider applying MFCF to multiple domains. Mainly, by adopting the implicit stochastic gradient descent algorithm to optimize the objective function for prediction, multiple matrices from different domains are consolidated inside the cross-domain recommendation system (CDRS). Additionally, we design a conceptual framework for CDRS, which applies to different industrial scenarios for recommenders across domains. Moreover, an experiment is devised to validate the proposed method. By using a real-world dataset gathered from Amazon Food and MovieLens, experimental results show that the proposed method improves 15.2% and 19.7% in terms of computation time and MSE over other methods on a utility matrix. Notably, a much lower convergence value of the loss function has been obtained from the experiment. Furthermore, a critical analysis of the obtained results shows that there is a dynamic balance between prediction accuracy and computational complexity.

12.
BMC Genomics ; 20(Suppl 12): 1003, 2019 Dec 30.
Artículo en Inglés | MEDLINE | ID: mdl-31888454

RESUMEN

BACKGROUND: The coordination of genomic functions is a critical and complex process across biological systems such as phenotypes or states (e.g., time, disease, organism, environmental perturbation). Understanding how the complexity of genomic function relates to these states remains a challenge. To address this, we have developed a novel computational method, ManiNetCluster, which simultaneously aligns and clusters gene networks (e.g., co-expression) to systematically reveal the links of genomic function between different conditions. Specifically, ManiNetCluster employs manifold learning to uncover and match local and non-linear structures among networks, and identifies cross-network functional links. RESULTS: We demonstrated that ManiNetCluster better aligns the orthologous genes from their developmental expression profiles across model organisms than state-of-the-art methods (p-value <2.2×10-16). This indicates the potential non-linear interactions of evolutionarily conserved genes across species in development. Furthermore, we applied ManiNetCluster to time series transcriptome data measured in the green alga Chlamydomonas reinhardtii to discover the genomic functions linking various metabolic processes between the light and dark periods of a diurnally cycling culture. We identified a number of genes putatively regulating processes across each lighting regime. CONCLUSIONS: ManiNetCluster provides a novel computational tool to uncover the genes linking various functions from different networks, providing new insight on how gene functions coordinate across different conditions. ManiNetCluster is publicly available as an R package at https://github.com/daifengwanglab/ManiNetCluster.


Asunto(s)
Algoritmos , Redes Reguladoras de Genes/genética , Genómica/métodos , Evolución Biológica , Análisis por Conglomerados , Aprendizaje Automático , Dinámicas no Lineales , Fenotipo , Programas Informáticos , Transcriptoma/genética
13.
Breast Cancer Res Treat ; 175(3): 781-788, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-30859348

RESUMEN

PURPOSE: Leptomeningeal disease is a rare presentation of advanced metastatic breast cancer. The purpose of this study was to evaluate craniospinal progression between intrathecal (IT) trastuzumab, IT chemotherapy, and whole brain radiation therapy (WBRT) in leptomeningeal disease. METHODS: A total of 56 patients were identified with breast cancer leptomeningeal disease at our institution treated with IT trastuzumab (n = 18; 32%), single-agent IT chemotherapy (methotrexate n = 14 or thiotepa n = 1; 27%), or WBRT alone (n = 23; 41%). Patients were treated beginning November 2012 and followed until November 2018. RESULTS: Median time from breast cancer diagnosis to development of leptomeningeal disease was 4.3 years. There were no significant differences noted between IT trastuzumab, IT chemotherapy, or WBRT groups in age (p = 0.4), Karnofsky Performance Status (KPS) (p = 0.07), or receipt of systemic therapy at time of leptomeningeal disease treatment (p = 0.47). Median follow-up of patients from leptomeningeal diagnosis was 5 months (range 0.2-81.1 months). Significant differences were noted in Kaplan-Meier (KM) craniospinal progression-free survival (CS-PFS) with 6-month rates of 44%, 18%, and 26% (p = 0.04) between IT trastuzumab, IT chemotherapy, and WBRT, respectively. Craniospinal control > 10 months was achieved in four patients treated with IT trastuzumab. Twelve-month KM OS rates were 54%, 10%, and 19% (p = 0.01) between IT trastuzumab, IT chemotherapy, and WBRT groups, respectively. IT therapy was adequately tolerated with three patients undergoing treatment-related hospitalizations. CONCLUSIONS: In our institutional series, significant differences were noted in CS-PFS and OS by treatment modality. IT trastuzumab should be considered in the management HER2+ breast leptomeningeal disease.


Asunto(s)
Neoplasias de la Mama/terapia , Irradiación Craneana/métodos , Quimioterapia/métodos , Neoplasias Meníngeas/secundario , Neoplasias Meníngeas/terapia , Trastuzumab/administración & dosificación , Adulto , Anciano , Femenino , Hospitalización , Humanos , Inyecciones Espinales , Estado de Ejecución de Karnofsky , Metotrexato/administración & dosificación , Metotrexato/uso terapéutico , Persona de Mediana Edad , Estudios Retrospectivos , Análisis de Supervivencia , Tiotepa/administración & dosificación , Tiotepa/uso terapéutico , Trastuzumab/uso terapéutico , Resultado del Tratamiento
14.
J Neurooncol ; 144(3): 583-589, 2019 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-31399935

RESUMEN

PURPOSE: Cyclin-dependent kinase (CDK) 4/6 inhibitors are becoming increasingly utilized in the setting of advanced, hormone receptor (HR+) positive breast cancer. Pre-clinical data suggests a potential synergy between radiation therapy (RT) and CDK4/6 inhibitors. We assessed clinical outcomes of patients treated at our institution with the use of CDK4/6 inhibitors and stereotactic radiation in the management of HR+ breast brain metastases. METHODS: A retrospective analysis of patients who received stereotactic radiotherapy for HR+ brain metastases within 6 months of CDK4/6 inhibitor administration was performed. The primary endpoint was neurotoxicity during or after stereotactic radiation. Secondary endpoints were local brain control, distant brain control, and overall survival (OS). RESULTS: A total of 42 lesions treated with stereotactic radiation in 15 patients were identified. Patients received either palbociclib (n = 10; 67%) or abemaciclib (n = 5; 33%). RT was delivered concurrently, before, or after CDK4/6 inhibitors in 18 (43%), 9 (21%), and 15 (36%) lesions, respectively. Median follow-up following stereotactic radiation was 9 months. Two lesions (5%) developed radionecrosis, both of which received four prior RT courses to the affected lesion prior to onset of radionecrosis and subsequently managed with steroids and bevacizumab. Six- and 12-month local control of treated lesions was 88% and 88%, while 6- and 12-month distant brain control was 61% and 39%, respectively. Median OS was 36.7 months from the date of brain metastases diagnosis. CONCLUSIONS: Stereotactic radiation to breast brain metastases was well tolerated alongside CDK4/6 inhibitors. Compared to historical data, brain metastases control rates are similar whereas survival appears prolonged.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias Encefálicas/terapia , Neoplasias de la Mama/terapia , Quinasa 4 Dependiente de la Ciclina/antagonistas & inhibidores , Quinasa 6 Dependiente de la Ciclina/antagonistas & inhibidores , Radiocirugia/mortalidad , Adulto , Anciano , Aminopiridinas/administración & dosificación , Bencimidazoles/administración & dosificación , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/secundario , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/patología , Terapia Combinada , Manejo de la Enfermedad , Femenino , Estudios de Seguimiento , Humanos , Persona de Mediana Edad , Piperazinas/administración & dosificación , Pronóstico , Piridinas/administración & dosificación , Receptor ErbB-2/metabolismo , Receptores de Estrógenos/metabolismo , Receptores de Progesterona/metabolismo , Estudios Retrospectivos , Tasa de Supervivencia
15.
J Biol Chem ; 292(23): 9637-9651, 2017 06 09.
Artículo en Inglés | MEDLINE | ID: mdl-28424265

RESUMEN

GNE (UDP-GlcNAc 2-epimerase/ManNAc kinase) myopathy is a rare muscle disorder associated with aging and is related to sporadic inclusion body myositis, the most common acquired muscle disease of aging. Although the cause of sporadic inclusion body myositis is unknown, GNE myopathy is associated with mutations in GNE. GNE harbors two enzymatic activities required for biosynthesis of sialic acid in mammalian cells. Mutations to both GNE domains are linked to GNE myopathy. However, correlation between mutation-associated reductions in sialic acid production and disease severity is imperfect. To investigate other potential effects of GNE mutations, we compared sialic acid production in cell lines expressing wild type or mutant forms of GNE. Although we did not detect any differences attributable to disease-associated mutations, lectin binding and mass spectrometry analysis revealed that GNE deficiency is associated with unanticipated effects on the structure of cell-surface glycans. In addition to exhibiting low levels of sialylation, GNE-deficient cells produced distinct N-linked glycan structures with increased branching and extended poly-N-acetyllactosamine. GNE deficiency may affect levels of UDP-GlcNAc, a key metabolite in the nutrient-sensing hexosamine biosynthetic pathway, but this modest effect did not fully account for the change in N-linked glycan structure. Furthermore, GNE deficiency and glucose supplementation acted independently and additively to increase N-linked glycan branching. Notably, N-linked glycans produced by GNE-deficient cells displayed enhanced binding to galectin-1, indicating that changes in GNE activity can alter affinity of cell-surface glycoproteins for the galectin lattice. These findings suggest an unanticipated mechanism by which GNE activity might affect signaling through cell-surface receptors.


Asunto(s)
Acetilglucosamina/biosíntesis , Membrana Celular/metabolismo , Polisacáridos/biosíntesis , Ácidos Siálicos/biosíntesis , Acetilglucosamina/genética , Carbohidrato Epimerasas/genética , Carbohidrato Epimerasas/metabolismo , Línea Celular , Membrana Celular/genética , Humanos , Mutación , Miositis por Cuerpos de Inclusión/genética , Miositis por Cuerpos de Inclusión/metabolismo , Polisacáridos/genética , Dominios Proteicos
16.
J Cell Physiol ; 233(2): 736-747, 2018 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-28471487

RESUMEN

Folic acid, a water soluble B vitamin, plays an important role in cellular metabolic activities, such as functioning as a cofactor in one-carbon metabolism for DNA and RNA synthesis as well as nucleotide and amino acid biosynthesis in the body. A lack of dietary folic acid can lead to folic acid deficiency and result in several health problems, including macrocytic anemia, elevated plasma homocysteine, cardiovascular disease, birth defects, carcinogenesis, muscle weakness, and walking difficulty. However, the effect of folic acid deficiency on skeletal muscle development and its molecular mechanisms are unknown. We, therefore, investigated the effect of folic acid deficiency on myogenesis in skeletal muscle cells and found that folic acid deficiency induced proliferation inhibition and cell cycle breaking as well as cellular senescence in C2C12 myoblasts, implying that folic acid deficiency influences skeletal muscle development. Folic acid deficiency also inhibited differentiation of C2C12 myoblasts and induced deregulation of the cell cycle exit and many cell cycle regulatory genes. It inhibited expression of muscle-specific marker MyHC as well as myogenic regulatory factor (myogenin). Moreover, immunocytochemistry and Western blot analyses revealed that DNA damage was more increased in folic acid-deficient medium-treated differentiating C2C12 cells. Furthermore, we found that folic acid resupplementation reverses the effect on the cell cycle and senescence in folic acid-deficient C2C12 myoblasts but does not reverse the differentiation of C2C12 cells. Altogether, the study results suggest that folic acid is necessary for normal development of skeletal muscle cells.


Asunto(s)
Diferenciación Celular/efectos de los fármacos , Proliferación Celular/efectos de los fármacos , Deficiencia de Ácido Fólico/tratamiento farmacológico , Ácido Fólico/farmacología , Desarrollo de Músculos/efectos de los fármacos , Mioblastos Esqueléticos/efectos de los fármacos , Animales , Ciclo Celular/efectos de los fármacos , Línea Celular , Senescencia Celular/efectos de los fármacos , Daño del ADN , Deficiencia de Ácido Fólico/metabolismo , Deficiencia de Ácido Fólico/patología , Ratones , Mioblastos Esqueléticos/metabolismo , Mioblastos Esqueléticos/patología , Miogenina/metabolismo , Cadenas Pesadas de Miosina/metabolismo , Factores de Tiempo
17.
Breast Cancer Res Treat ; 169(2): 391-396, 2018 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-29392582

RESUMEN

PURPOSE: Leptomeningeal disease is a rare and devastating presentation of advanced stage metastatic breast cancer with historically poor overall survival. We assessed the safety and feasibility of intrathecal (IT) trastuzumab in HER2+ leptomeningeal disease. METHODS: A total of 13 patients were treated at our institution with IT trastuzumab beginning November 2012 and followed until November 2017. Outcomes including craniospinal progression as well as overall survival (OS) following initiation of IT trastuzumab were assessed from review of the clinical chart and radiologic examinations. RESULTS: The median age of patients was 48 (range 29-75). Median time from breast cancer diagnosis to development of brain metastases was 87.7 months with a median of 4.6 months from brain metastases diagnosis to the development of leptomeningeal disease. Previous whole brain radiotherapy was received by the majority of patients (92%) and prior surgery for brain metastases was performed in 23%. Median duration of IT trastuzumab treatment was 6.4 months. Median time from IT trastuzumab start to craniospinal progression was 5.7 months with 6- and 12-month Kaplan-Meier rates of 41 and 21%, respectively. Sustained responses > 6 months were achieved in 4 patients. Median survival from the start of IT trastuzumab was 10.6 months with 6- and 12-month OS rates of 68 and 47%, respectively. IT trastuzumab was well tolerated with one patient developing ventriculitis, which resolved with IV antibiotics. CONCLUSIONS: IT trastuzumab was well tolerated with prolongation of OS over historical controls. IT trastuzumab should be considered for management of HER2+ leptomeningeal disease patients.


Asunto(s)
Neoplasias Encefálicas/tratamiento farmacológico , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias Meníngeas/tratamiento farmacológico , Trastuzumab/administración & dosificación , Adulto , Anciano , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/patología , Neoplasias Encefálicas/secundario , Mama/patología , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Supervivencia sin Enfermedad , Femenino , Humanos , Inyecciones Espinales , Estimación de Kaplan-Meier , Neoplasias Meníngeas/genética , Neoplasias Meníngeas/patología , Persona de Mediana Edad , Receptor ErbB-2/genética
18.
Stem Cells ; 34(7): 1985-91, 2016 07.
Artículo en Inglés | MEDLINE | ID: mdl-27066911

RESUMEN

The embryonic stem cell cycle (ESCC) and let-7 families of miRNAs function antagonistically in the switch between mouse embryonic stem cell self-renewal and somatic differentiation. Here, we report that the human ESCC miRNA miR-372 and let-7 act antagonistically in germline differentiation from human embryonic stem cells (hESCs) and human induced pluripotent stem cells (iPSCs). hESC and iPSC-derived primordial germ cell-like cells (PGCLCs) expressed high levels of miR-372 and conversely, somatic cells expressed high levels of let-7. Manipulation of miRNA levels by introduction of miRNA mimics or knockdown with miRNA sponges demonstrated that miR-372 promotes whereas let-7 antagonizes PGCLC differentiation. Knockdown of the individual miR-372 targets SMARCC1, MECP2, CDKN1, RBL2, RHOC, and TGFBR2 increased PGCLC production, whereas knockdown of the let-7 targets CMYC and NMYC suppressed PGCLC differentiation. These findings uncover a miR-372/let-7 axis regulating human primordial germ cell (PGC) specification. Stem Cells 2016;34:1985-1991.


Asunto(s)
Linaje de la Célula , Células Germinativas/citología , Células Germinativas/metabolismo , MicroARNs/metabolismo , Transducción de Señal/genética , Biomarcadores/metabolismo , Humanos , MicroARNs/genética
19.
Cancer Control ; 24(1): 42-46, 2017 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-28178711

RESUMEN

BACKGROUND: Leptomeningeal metastasis is a consequence of advanced solid malignancies and has limited treatment options. It is possible that it is becoming more common as the leptomeninges act as a sanctuary site for recurrence from systemic cancer. METHODS: Potential targeted and immunotherapy agents for the most common types of solid-tumor leptomeningeal metastasis are reviewed, as are their dosing/delivery strategies and novel, immunological approaches. RESULTS: Historically, patients with leptomeningeal metastasis have been excluded from clinical trials, and data on the management of leptomeningeal metastasis come from single case reports and retrospective analyses. CONCLUSION: For the first time ever, published reports suggest the tide may be turning in this challenging disease.


Asunto(s)
Neoplasias Meníngeas/terapia , Neoplasias/complicaciones , Humanos , Neoplasias Meníngeas/etiología , Neoplasias Meníngeas/secundario , Neoplasias/patología , Pronóstico
20.
Cancer Control ; 24(2): 180-186, 2017 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-28441372

RESUMEN

BACKGROUND: Immunotherapeutic agents, especially checkpoint inhibitors, have emerged as the mainstay of therapy for several solid and hematological malignancies. These therapies are under investigation for the treatment of high-grade gliomas and brain metastases. METHODS: This article reviews the unique challenges encountered when evaluating changes on magnetic resonance imaging (MRI) of glioblastomas seen in response to immunotherapy and checkpoint inhibitors and how to effectively incorporate MRI findings into the response assessment of high-grade gliomas to these emerging therapies. RESULTS: An increase in tumor size or the appearance of new lesions on MRI may represent either an immune-mediated inflammatory response or true tumor progression, which may precede the subsequent stabilization or response of high-grade gliomas to immunotherapy. These MRI findings should not result in the mandatory cessation of immunotherapy in patients with high-grade glioma. CONCLUSIONS: Although immunotherapy Response Assessment for Neuro-Oncology criteria have been developed to assist with response assessment of high-grade gliomas to immunotherapy and to provide guidance with treatment decisions, these criteria have not been validated in prospective clinical trials. In patients with brain tumors who are receiving immunotherapy, MRI findings suggestive of disease progression should be evaluated with caution to prevent premature discontinuation of potentially beneficial therapies. Close, clinical monitoring with appropriate short-term, follow-up imaging is often necessary, and histopathological analysis may be required in some cases to confirm disease progression before a decision on continuation of these novel therapies can accurately be made.


Asunto(s)
Neoplasias Encefálicas/patología , Glioma/patología , Antineoplásicos/inmunología , Neoplasias Encefálicas/inmunología , Neoplasias Encefálicas/terapia , Progresión de la Enfermedad , Glioma/inmunología , Glioma/terapia , Humanos , Inmunoterapia/métodos , Imagen por Resonancia Magnética/métodos
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