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1.
Genes (Basel) ; 15(8)2024 Aug 21.
Artículo en Inglés | MEDLINE | ID: mdl-39202457

RESUMEN

Metabolic dysfunction-associated Fatty Liver Disease (MAFLD) has emerged as one of the leading cardiometabolic diseases. Friend of GATA2 (FOG2) is a transcriptional co-regulator that has been shown to regulate hepatic lipid metabolism and accumulation. Using meta-analysis from several different biobank datasets, we identified a coding variant of FOG2 (rs28374544, A1969G, S657G) predominantly found in individuals of African ancestry (minor allele frequency~20%), which is associated with liver failure/cirrhosis phenotype and liver injury. To gain insight into potential pathways associated with this variant, we interrogated a previously published genomics dataset of 38 human induced pluripotent stem cell (iPSCs) lines differentiated into hepatocytes (iHeps). Using Differential Gene Expression Analysis and Gene Set Enrichment Analysis, we identified the mTORC1 pathway as differentially regulated between iHeps from individuals with and without the variant. Transient lipid-based transfections were performed on the human hepatoma cell line (Huh7) using wild-type FOG2 and FOG2S657G and demonstrated that FOG2S657G increased mTORC1 signaling, de novo lipogenesis, and cellular triglyceride synthesis and mass. In addition, we observed a significant downregulation of oxidative phosphorylation in FOG2S657G cells in fatty acid-loaded cells but not untreated cells, suggesting that FOG2S657G may also reduce fatty acid to promote lipid accumulation. Taken together, our multi-pronged approach suggests a model whereby the FOG2S657G may promote MAFLD through mTORC1 activation, increased de novo lipogenesis, and lipid accumulation. Our results provide insights into the molecular mechanisms by which FOG2S657G may affect the complex molecular landscape underlying MAFLD.


Asunto(s)
Proteínas de Unión al ADN , Diana Mecanicista del Complejo 1 de la Rapamicina , Transducción de Señal , Factores de Transcripción , Humanos , Diana Mecanicista del Complejo 1 de la Rapamicina/genética , Diana Mecanicista del Complejo 1 de la Rapamicina/metabolismo , Transducción de Señal/genética , Factores de Transcripción/genética , Factores de Transcripción/metabolismo , Proteínas de Unión al ADN/genética , Proteínas de Unión al ADN/metabolismo , Hepatocitos/metabolismo , Polimorfismo de Nucleótido Simple , Células Madre Pluripotentes Inducidas/metabolismo , Metabolismo de los Lípidos/genética , Línea Celular Tumoral , Genotipo , Hepatopatías/genética , Hepatopatías/metabolismo , Hepatopatías/patología
2.
Curr Pharm Des ; 30(22): 1708-1724, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38797901

RESUMEN

Hepatocellular carcinoma (HCC) is the third most common cause of cancer-related deaths worldwide. There may be more than a million instances of hepatocellular carcinoma by 2025, making it a persistent concern for global health. The most common form of hepatocellular carcinoma accounts for more than 90% of cases. There is no known cure for hepatocellular carcinoma, which is usually detected late in life. Unlike most other common malignancies, such as lung, prostate, and breast cancers, where mortality rates are declining, rates of death are rising by around 2-3% every year. It is extremely difficult to diagnose hepatocellular carcinoma in its early stages. Alpha-fetoprotein serology studies and ultrasonography (US) monitoring were historically the primary methods for early detection of hepatocellular cancer. However, the sensitivity or specificity of ultrasonography/alpha-fetoprotein (US/AFP) is not high enough to detect hepatocellular carcinoma in its early stages. Alpha-fetoprotein, or AFP, is an amino acid that is normally produced by the liver or yolk sac of an embryonic baby. In adults, AFP levels are typically modest. Adults with high levels of AFP have been associated with several illnesses, the most well-known of which are certain types of cancer. It is still possible to diagnose hepatocellular carcinoma early because of current technological advancements. We address the advancements in the diagnosis of hepatocellular carcinoma in this article, with a focus on new imaging techniques and diagnostic markers for early-stage tumor identification.


Asunto(s)
Carcinoma Hepatocelular , Neoplasias Hepáticas , Humanos , Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/patología , Carcinoma Hepatocelular/diagnóstico por imagen , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/patología , alfa-Fetoproteínas/análisis , alfa-Fetoproteínas/metabolismo , Estadificación de Neoplasias , Biomarcadores de Tumor/sangre , Biomarcadores de Tumor/análisis
3.
Cell Rep Med ; 5(2): 101430, 2024 Feb 20.
Artículo en Inglés | MEDLINE | ID: mdl-38382466

RESUMEN

Primary open-angle glaucoma (POAG), a leading cause of irreversible blindness globally, shows disparity in prevalence and manifestations across ancestries. We perform meta-analysis across 15 biobanks (of the Global Biobank Meta-analysis Initiative) (n = 1,487,441: cases = 26,848) and merge with previous multi-ancestry studies, with the combined dataset representing the largest and most diverse POAG study to date (n = 1,478,037: cases = 46,325) and identify 17 novel significant loci, 5 of which were ancestry specific. Gene-enrichment and transcriptome-wide association analyses implicate vascular and cancer genes, a fifth of which are primary ciliary related. We perform an extensive statistical analysis of SIX6 and CDKN2B-AS1 loci in human GTEx data and across large electronic health records showing interaction between SIX6 gene and causal variants in the chr9p21.3 locus, with expression effect on CDKN2A/B. Our results suggest that some POAG risk variants may be ancestry specific, sex specific, or both, and support the contribution of genes involved in programmed cell death in POAG pathogenesis.


Asunto(s)
Predisposición Genética a la Enfermedad , Glaucoma de Ángulo Abierto , Masculino , Femenino , Humanos , Predisposición Genética a la Enfermedad/genética , Glaucoma de Ángulo Abierto/genética , Glaucoma de Ángulo Abierto/epidemiología , Polimorfismo de Nucleótido Simple , Proliferación Celular , Biología
4.
5.
HGG Adv ; 4(3): 100202, 2023 07 13.
Artículo en Inglés | MEDLINE | ID: mdl-37255673

RESUMEN

Mitochondrial DNA copy number (mtCN) is often treated as a proxy for mitochondrial (dys-) function and disease risk. Pathological changes in mtCN are common symptoms of rare mitochondrial disorders, but reported associations between mtCN and common diseases vary across studies. To understand the biology of mtCN, we carried out genome- and phenome-wide association studies of mtCN in 30,666 individuals from the Penn Medicine BioBank (PMBB)-a diverse cohort of largely African and European ancestry. We estimated mtCN in peripheral blood using exome sequence data, taking cell composition into account. We replicated known genetic associations of mtCN in the PMBB and found that their effects are highly correlated between individuals of European and African ancestry. However, the heritability of mtCN was much higher among individuals of largely African ancestry (h2=0.3) compared with European ancestry individuals(h2=0.1). Admixture mapping suggests that there are undiscovered variants underlying mtCN that are differentiated in frequency between individuals with African and European ancestry. We show that mtCN is associated with many health-related phenotypes. We discovered robust associations between mtDNA copy number and diseases of metabolically active tissues, such as cardiovascular disease and liver damage, that were consistent across African and European ancestry individuals. Other associations, such as epilepsy and prostate cancer, were only discovered in either individuals with European or African ancestry but not both. We show that mtCN-phenotype associations can be sensitive to blood cell composition and environmental modifiers, explaining why such associations are inconsistent across studies. Thus, mtCN-phenotype associations must be interpreted with care.


Asunto(s)
Variaciones en el Número de Copia de ADN , ADN Mitocondrial , Masculino , Animales , ADN Mitocondrial/genética , Variaciones en el Número de Copia de ADN/genética , Mitocondrias/genética , Leucocitos/metabolismo , Fenotipo
6.
Am J Respir Crit Care Med ; 206(10): 1220-1229, 2022 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-35771531

RESUMEN

Rationale: A common MUC5B gene polymorphism, rs35705950-T, is associated with idiopathic pulmonary fibrosis (IPF), but its role in severe acute respiratory syndrome coronavirus 2 infection and disease severity is unclear. Objectives: To assess whether rs35705950-T confers differential risk for clinical outcomes associated with coronavirus disease (COVID-19) infection among participants in the Million Veteran Program (MVP). Methods: The MUC5B rs35705950-T allele was directly genotyped among MVP participants; clinical events and comorbidities were extracted from the electronic health records. Associations between the incidence or severity of COVID-19 and rs35705950-T were analyzed within each ancestry group in the MVP followed by transancestry meta-analysis. Replication and joint meta-analysis were conducted using summary statistics from the COVID-19 Host Genetics Initiative (HGI). Sensitivity analyses with adjustment for additional covariates (body mass index, Charlson comorbidity index, smoking, asbestosis, rheumatoid arthritis with interstitial lung disease, and IPF) and associations with post-COVID-19 pneumonia were performed in MVP subjects. Measurements and Main Results: The rs35705950-T allele was associated with fewer COVID-19 hospitalizations in transancestry meta-analyses within the MVP (Ncases = 4,325; Ncontrols = 507,640; OR = 0.89 [0.82-0.97]; P = 6.86 × 10-3) and joint meta-analyses with the HGI (Ncases = 13,320; Ncontrols = 1,508,841; OR, 0.90 [0.86-0.95]; P = 8.99 × 10-5). The rs35705950-T allele was not associated with reduced COVID-19 positivity in transancestry meta-analysis within the MVP (Ncases = 19,168/Ncontrols = 492,854; OR, 0.98 [0.95-1.01]; P = 0.06) but was nominally significant (P < 0.05) in the joint meta-analysis with the HGI (Ncases = 44,820; Ncontrols = 1,775,827; OR, 0.97 [0.95-1.00]; P = 0.03). Associations were not observed with severe outcomes or mortality. Among individuals of European ancestry in the MVP, rs35705950-T was associated with fewer post-COVID-19 pneumonia events (OR, 0.82 [0.72-0.93]; P = 0.001). Conclusions: The MUC5B variant rs35705950-T may confer protection in COVID-19 hospitalizations.


Asunto(s)
COVID-19 , Fibrosis Pulmonar Idiopática , Humanos , COVID-19/epidemiología , COVID-19/genética , Mucina 5B/genética , Polimorfismo Genético , Fibrosis Pulmonar Idiopática/genética , Genotipo , Hospitalización , Predisposición Genética a la Enfermedad/genética
7.
Chemosphere ; 298: 134267, 2022 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-35301996

RESUMEN

Microplastics (MPs) and nanoplastics (NPs) are key indicators of the plasticine era, widely spread across different ecosystems. MPs and NPs become global stressors due to their inherent physicochemical characteristics and potential impact on ecosystems and humans. MPs and NPs have been exposed to humans via various pathways, such as tap water, bottled water, seafood, beverages, milk, fish, salts, fruits, and vegetables. This paper highlights MPs and NPs pathways to the food chains and how these plastic particles can cause risks to human health. MPs have been evident in vivo and vitro and have been at health risks, such as respiratory, immune, reproductive, and digestive systems. The present work emphasizes how various MPs and NPs, and associated toxic chemicals, such as polycyclic aromatic hydrocarbons (PAHs) and polychlorinated biphenyls (PCBs), impact human health. Polystyrene (PS) and polyvinyl chloride (PVC) are common MPs and NPs, reported in human implants via ingestion, inhalation, and dermal exposure, which can cause carcinogenesis, according to Agency for Toxic Substances and Disease Registry (ATSDR) reports. Inhalation, ingestion, and dermal exposure-response cause genotoxicity, cell division and viability, cytotoxicity, oxidative stress induction, metabolism disruption, DNA damage, inflammation, and immunological responses in humans. Lastly, this review work concluded with current knowledge on potential risks to human health and knowledge gaps with recommendations for further investigation in this field.


Asunto(s)
Plásticos , Contaminantes Químicos del Agua , Animales , Carcinogénesis , Ecosistema , Humanos , Microplásticos/toxicidad , Plásticos/toxicidad , Contaminantes Químicos del Agua/análisis
8.
Genet Med ; 24(3): 601-609, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-34906489

RESUMEN

PURPOSE: Genome-wide association studies have identified hundreds of single nucleotide variations (formerly single nucleotide polymorphisms) associated with several cancers, but the predictive ability of polygenic risk scores (PRSs) is unclear, especially among non-Whites. METHODS: PRSs were derived from genome-wide significant single-nucleotide variations for 15 cancers in 20,079 individuals in an academic biobank. We evaluated the improvement in discriminatory accuracy by including cancer-specific PRS in patients of genetically-determined African and European ancestry. RESULTS: Among the individuals of European genetic ancestry, PRSs for breast, colon, melanoma, and prostate were significantly associated with their respective cancers. Among the individuals of African genetic ancestry, PRSs for breast, colon, prostate, and thyroid were significantly associated with their respective cancers. The area under the curve of the model consisting of age, sex, and principal components was 0.621 to 0.710, and it increased by 1% to 4% with the inclusion of PRS in individuals of European genetic ancestry. In individuals of African genetic ancestry, area under the curve was overall higher in the model without the PRS (0.723-0.810) but increased by <1% with the inclusion of PRS for most cancers. CONCLUSION: PRS moderately increased the ability to discriminate the cancer status in individuals of European but not African ancestry. Further large-scale studies are needed to identify ancestry-specific genetic factors in non-White populations to incorporate PRS into cancer risk assessment.


Asunto(s)
Estudio de Asociación del Genoma Completo , Herencia Multifactorial , Neoplasias , Bancos de Muestras Biológicas , Población Negra/genética , Femenino , Predisposición Genética a la Enfermedad , Humanos , Masculino , Neoplasias/etnología , Neoplasias/genética , Factores de Riesgo , Población Blanca/genética
9.
Biomed Res Int ; 2021: 4593759, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34552986

RESUMEN

The present study deals with the evaluation of the age-defying potential of topical cream formulations bearing Geranium essential oil/Calendula essential oil-entrapped ethanolic lipid vesicles (ELVs). Two types of cream formulations were prepared, viz., conventional and ELVs spiked o/w creams. Essential oil- (EO-) loaded ELVs were characterized by vesicle size, polydispersity index, encapsulation efficiency, and scanning electron microscopy. The cream formulations were evaluated for homogeneity, spreadability, viscosity, pH, in vitro antioxidant capacity, sun protection factor, and in vitro collagenase and elastase inhibition capacity. Confocal laser scanning microscopy (CLSM) was performed to ascertain skin permeation of conventional and vesicular cream. The results of in vitro antioxidant studies showed that GEO-/CEO-loaded vesicular creams have notable antioxidant capacity when compared to nonvesicular creams. GEO- or CEO-loaded vesicular creams exhibited the highest SPF value 10.26 and 18.54, respectively. Both the EO-based vesicular creams showed in vitro collagenase and elastase enzyme inhibition capacity. CLSM images clearly depicted that vesicular cream deep into the skin layers. From the research findings, the age-defying potential and photoprotective effects of GEO and CEO were confirmed. It can be concluded that ELVs are able to preserve the efficiency of EOs and have the potential to combat skin aging.


Asunto(s)
Calendula/química , Sistemas de Liberación de Medicamentos , Geranium/química , Lípidos/química , Aceites Volátiles/administración & dosificación , Aceites Volátiles/farmacología , Envejecimiento de la Piel/efectos de los fármacos , Crema para la Piel/farmacología , Administración Cutánea , Animales , Antioxidantes/farmacología , Compuestos de Bifenilo/química , Colagenasas/metabolismo , Composición de Medicamentos , Inhibidores Enzimáticos/farmacología , Etanol/química , Femenino , Depuradores de Radicales Libres/farmacología , Concentración de Iones de Hidrógeno , Masculino , Óxido Nítrico/metabolismo , Elastasa Pancreática/antagonistas & inhibidores , Elastasa Pancreática/metabolismo , Tamaño de la Partícula , Picratos/química , Ratas , Pruebas de Irritación de la Piel , Protectores Solares/farmacología , Viscosidad
10.
JCO Oncol Pract ; 17(12): e1879-e1886, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34133219

RESUMEN

PURPOSE: Multiple studies have demonstrated the negative impact of cancer care delays during the COVID-19 pandemic, and transmission mitigation techniques are imperative for continued cancer care delivery. We aimed to gauge the effectiveness of these measures at the University of Pennsylvania. METHODS: We conducted a longitudinal study of SARS-CoV-2 antibody seropositivity and seroconversion in patients presenting to infusion centers for cancer-directed therapy between May 21, 2020, and October 8, 2020. Participants completed questionnaires and had up to five serial blood collections. RESULTS: Of 124 enrolled patients, only two (1.6%) had detectable SARS-CoV-2 antibodies on initial blood draw, and no initially seronegative patients developed newly detectable antibodies on subsequent blood draw(s), corresponding to a seroconversion rate of 0% (95% CI, 0.0 TO 4.1%) over 14.8 person-years of follow up, with a median of 13 health care visits per patient. CONCLUSION: These results suggest that patients with cancer receiving in-person care at a facility with aggressive mitigation efforts have an extremely low likelihood of COVID-19 infection.


Asunto(s)
COVID-19 , Neoplasias , Humanos , Estudios Longitudinales , Neoplasias/terapia , Pandemias , SARS-CoV-2 , Seroconversión
11.
JNCI Cancer Spectr ; 5(1): Pkaa120, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33554040

RESUMEN

Cancer patients are a vulnerable population postulated to be at higher risk for severe coronavirus disease 2019 (COVID-19) infection. Increased COVID-19 morbidity and mortality in cancer patients may be attributable to age, comorbidities, smoking, health care exposure, and cancer treatments, and partially to the cancer itself. Most studies to date have focused on hospitalized patients with severe COVID-19, thereby limiting the generalizability and interpretability of the association between cancer and COVID-19 severity. We compared outcomes of SARS-CoV-2 infection in 323 patients enrolled in a population-based study before the pandemic (n = 67 cancer patients; n = 256 noncancer patients). After adjusting for demographics, smoking status, and comorbidities, a diagnosis of cancer was independently associated with higher odds of hospitalization (odds ratio = 2.16, 95% confidence interval = 1.12 to 4.18) and 30-day mortality (odds ratio = 5.67, 95% confidence interval = 1.49 to 21.59). These associations were primarily driven by patients with active cancer. These results emphasize the critical importance of preventing SARS-CoV-2 exposure and mitigating infection in cancer patients.


Asunto(s)
COVID-19/complicaciones , Hospitalización/estadística & datos numéricos , Unidades de Cuidados Intensivos/estadística & datos numéricos , Neoplasias/complicaciones , Adulto , Anciano , COVID-19/epidemiología , COVID-19/virología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Neoplasias/mortalidad , Neoplasias/terapia , Oportunidad Relativa , Evaluación de Resultado en la Atención de Salud , Pandemias , Factores de Riesgo , SARS-CoV-2/fisiología , Tasa de Supervivencia
12.
medRxiv ; 2021 Jan 16.
Artículo en Inglés | MEDLINE | ID: mdl-33469597

RESUMEN

Multiple studies have demonstrated the negative impact of cancer care delays during the COVID-19 pandemic, and transmission mitigation techniques are imperative for continued cancer care delivery. To gauge the effectiveness of these measures at the University of Pennsylvania, we conducted a longitudinal study of SARS-CoV-2 antibody seropositivity and seroconversion in patients presenting to infusion centers for cancer-directed therapy between 5/21/2020 and 10/8/2020. Participants completed questionnaires and had up to five serial blood collections. Of 124 enrolled patients, only two (1.6%) had detectable SARS-CoV-2 antibodies on initial blood draw, and no initially seronegative patients developed newly detectable antibodies on subsequent blood draw(s), corresponding to a seroconversion rate of 0% (95%CI 0.0-4.1%) over 14.8 person-years of follow up, with a median of 13 healthcare visits per patient. These results suggest that cancer patients receiving in-person care at a facility with aggressive mitigation efforts have an extremely low likelihood of COVID-19 infection.

13.
Biol Psychiatry ; 89(3): 236-245, 2021 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-32919613

RESUMEN

BACKGROUND: Prediction of disease risk is a key component of precision medicine. Common traits such as psychiatric disorders have a complex polygenic architecture, making the identification of a single risk predictor difficult. Polygenic risk scores (PRSs) denoting the sum of an individual's genetic liability for a disorder are a promising biomarker for psychiatric disorders, but they require evaluation in a clinical setting. METHODS: We developed PRSs for 6 psychiatric disorders (schizophrenia, bipolar disorder, major depressive disorder, cross disorder, attention-deficit/hyperactivity disorder, and anorexia nervosa) and 17 nonpsychiatric traits in more than 10,000 individuals from the Penn Medicine Biobank with accompanying electronic health records. We performed phenome-wide association analyses to test their association across disease categories. RESULTS: Four of the 6 psychiatric PRSs were associated with their primary phenotypes (odds ratios from 1.2 to 1.6). Cross-trait associations were identified both within the psychiatric domain and across trait domains. PRSs for coronary artery disease and years of education were significantly associated with psychiatric disorders, largely driven by an association with tobacco use disorder. CONCLUSIONS: We demonstrated that the genetic architecture of electronic health record-derived psychiatric diagnoses is similar to ascertained research cohorts from large consortia. Psychiatric PRSs are moderately associated with psychiatric diagnoses but are not yet clinically predictive in naïve patients. Cross-trait associations for these PRSs suggest a broader effect of genetic liability beyond traditional diagnostic boundaries. As identification of genetic markers increases, including PRSs alongside other clinical risk factors may enhance prediction of psychiatric disorders and associated conditions in clinical registries.


Asunto(s)
Trastorno Bipolar , Trastorno Depresivo Mayor , Trastorno Bipolar/epidemiología , Trastorno Bipolar/genética , Trastorno Depresivo Mayor/epidemiología , Trastorno Depresivo Mayor/genética , Registros Electrónicos de Salud , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Humanos , Herencia Multifactorial/genética , Fenotipo
14.
Adv Pharm Bull ; 10(4): 524-541, 2020 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-33072532

RESUMEN

In the treatment of cancer, chemotherapy plays an important role though the efficacy of anti-cancer drug administered orally is limited, due to their poor solubility in physiological medium, inability to cross biological membrane, high Para-glycoprotein (P-gp) mediated drug efflux, and pre-systemic metabolism. These all factors cumulatively reduce drug exposure at the target site leading to multidrug resistance (MDR). Lipid based carriers systems has been explored to overcome solubility and permeability related issues of anti-cancer drugs. The lipid based formulations have also been reported to circumvent the effect of P-gp and CYP3A4. Further long chain triglycerides (LCT) has shown their ability to access Lymphatic route over Medium Chain Triglycerides, as the former has been extensively used for targeting anti-cancer drugs at proliferating cells through lymphatic route. Therefore this review tries to reflect the usefulness of lipid based drug carriers systems (viz. liposome, solid lipid nanoparticle, nano-lipid carriers, self-emulsifying, lipidic pro-drugs) in targeting lymphatic system and overcoming issues related to solubility and permeability of anti-cancer drugs. Moreover, we have also tried to reflect how critically lipid based carriers are important in maximizing therapeutic safety and efficacy of anti-cancer drugs.

15.
medRxiv ; 2020 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-32817956

RESUMEN

Cancer patients are a vulnerable population postulated to be at higher risk for severe COVID-19 infection. Increased COVID-19 morbidity and mortality in cancer patients may be attributable to age, comorbidities, smoking, healthcare exposure, and cancer treatments, and partially to the cancer itself. Most studies to date have focused on hospitalized patients with severe COVID-19, thereby limiting the generalizability and interpretability of the association between cancer and COVID-19 severity. We compared outcomes of SARS-CoV-2 infection in 323 patients enrolled prior to the pandemic in a large academic biobank (n=67 cancer patients and n=256 non-cancer patients). After adjusting for demographics, smoking status, and comorbidities, a diagnosis of cancer was independently associated with higher odds of hospitalization (OR 2.16, 95% CI 1.12-4.18) and 30-day mortality (OR 5.67, CI 1.49-21.59). These associations were primarily driven by patients with active cancer. These results emphasize the critical importance of preventing SARS-CoV-2 exposure and mitigating infection in cancer patients.

16.
Asian Pac J Cancer Prev ; 20(6): 1887-1894, 2019 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-31244314

RESUMEN

Objective: Skin diseases are a major global health problem associated with high number of people. With the rapid development of technologies and the application of various data mining techniques in recent years, the progress of dermatological predictive classification has become more and more predictive and accurate. Therefore, development of machine learning techniques, which can effectively differentiate skin disease classification, is of vast importance. The machine learning techniques applied to skin disease prediction so far, no techniques outperforms over all the others. Methods: In this research paper, we present a new method, which applies five different data mining techniques and then developed an ensemble approach that consists all the five different data mining techniques as a single unit. We use informative Dermatology data to analysis different data mining techniques to classify the skin disease and then, an ensemble machine learning method is applied. Results: The proposed ensemble method, which is based on machine learning was tested on Dermatology datasets and classify the type of skin disease in six different classes like include C1: psoriasis, C2: seborrheic dermatitis, C3: lichen planus, C4: pityriasis rosea, C5: chronic dermatitis, C6: pityriasis rubra. The results show that the dermatological prediction accuracy of the test data set is increased compared to a single classifier. Conclusion: The ensemble method used on Dermatology datasets give better performance as compared to different classifier algorithms. Ensemble method gives more accurate and effective skin disease prediction.


Asunto(s)
Algoritmos , Minería de Datos/métodos , Aprendizaje Automático , Enfermedades de la Piel/clasificación , Enfermedades de la Piel/diagnóstico , Humanos , Pronóstico
17.
J Cosmet Dermatol ; 18(2): 550-557, 2019 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-30251317

RESUMEN

The present investigation was aimed to find out the sun protection factor (SPF) and antioxidant potential of geranium essential oil (GEO) and calendula essential oil (CEO) because having a combination of these two properties moves up the oils as an active ingredient of various cosmeceutical formulations for their preventive and protective properties. Essential oils were obtained by hydrodistillation of Pelargonium graveolens leaves (GEO) and Calendula officinalis flowers (CEO). The composition and identification of chemical constituents of oils were determined by GCMS analysis. Free radical scavenging activity was measured by nitric oxide scavenging activity and 1,1-diphenyl-2-picrylhydrazyl (DPPH) radical scavenging activity. It was observed that both GEO and CEO have the potential to reduce or prevent oxidative stress and can be used in skin care regimen to slow down skin aging via its antioxidant properties. In vitro SPF was determined by a very simple and rapid spectroscopic method. SPF value of GEO and CEO was found to 6.45 and 8.36, respectively. The SPF of CEO was higher than GEO, and the results of SPF show that these essential oils can be employed in sunscreen formulations to protect the skin from sunburn. From the results, it can be concluded that the combined antioxidant and SPF property of GEO and CEO can provide synergistic photoprotective effect or lift up the additional value of the cosmeceutical formulation.


Asunto(s)
Calendula/química , Cosmecéuticos/química , Geranium/química , Aceites Volátiles/química , Aceites de Plantas/química , Compuestos de Bifenilo/química , Cosmecéuticos/aislamiento & purificación , Depuradores de Radicales Libres/química , Depuradores de Radicales Libres/aislamiento & purificación , Cromatografía de Gases y Espectrometría de Masas , Óxido Nítrico/química , Aceites Volátiles/aislamiento & purificación , Oxidación-Reducción , Picratos/química , Hojas de la Planta/química , Aceites de Plantas/aislamiento & purificación , Factor de Protección Solar , Luz Solar , Protectores Solares/química , Protectores Solares/aislamiento & purificación
18.
J Cosmet Laser Ther ; 21(2): 99-107, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-29737890

RESUMEN

The present study deals with the evaluation of antiaging potential of carrot seed oil-based cosmetic emulsions. Briefly, cosmetic emulsions composed of carrot seed oil in varying proportions (2, 4, and 6% w/v) were prepared using the hydrophile-lipophile balance (HLB) technique. Coconut oil, nonionic surfactants (Tween 80 and Span 80), and xanthan gum were used as the oil phase, emulgent, and emulsion stabilizer, respectively. The formed emulsions were evaluated for various physical, chemical, and biochemical parameters such as the zeta potential, globule size measurement, antioxidant activity, sun protection factor (SPF), skin irritation, and biochemical studies. The zeta potential values ranged from -43.2 to -48.3, indicating good stability. The polydispersity index (PDI) of various emulsion formulations ranged from 0.353 to 0.816. 1,1-Diphenyl-2-picrylhydrazyl- (DPPH) and nitric oxide-free radical scavenging activity showed the antioxidant potential of the prepared carrot seed oil emulsions. The highest SPF value (6.92) was shown by F3 having 6%w/v carrot seed oil. Histopathological data and biochemical analysis (ascorbic acid (ASC) and total protein content) suggest that these cosmetic emulsions have sufficient potential to be used as potential skin rejuvenating preparations.


Asunto(s)
Cosméticos/química , Cosméticos/farmacología , Daucus carota , Emulsiones/química , Emulsiones/farmacología , Animales , Antioxidantes/química , Antioxidantes/farmacología , Aceite de Coco/química , Cosméticos/efectos adversos , Emulsiones/efectos adversos , Depuradores de Radicales Libres/química , Depuradores de Radicales Libres/farmacología , Tamaño de la Partícula , Polisacáridos Bacterianos/química , Polisorbatos/química , Ratas , Ratas Wistar , Factor de Protección Solar
19.
Pharmacogenet Genomics ; 28(7): 179-187, 2018 07.
Artículo en Inglés | MEDLINE | ID: mdl-29847509

RESUMEN

OBJECTIVE: We characterized associations between central nervous system (CNS) adverse events and brain neurotransmitter transporter/receptor genomics among participants randomized to efavirenz-containing regimens in AIDS Clinical Trials Group studies in the USA. PARTICIPANTS AND METHODS: Four clinical trials randomly assigned treatment-naive participants to efavirenz-containing regimens. Genome-wide genotype and PrediXcan were used to infer gene expression levels in tissues including 10 brain regions. Multivariable regression models stratified by race/ethnicity were adjusted for CYP2B6/CYP2A6 genotypes that predict plasma efavirenz exposure, age, and sex. Combined analyses also adjusted for genetic ancestry. RESULTS: Analyses included 167 cases with grade 2 or greater efavirenz-consistent CNS adverse events within 48 weeks of study entry, and 653 efavirenz-tolerant controls. CYP2B6/CYP2A6 genotype level was independently associated with CNS adverse events (odds ratio: 1.07; P=0.044). Predicted expression of six genes postulated to mediate efavirenz CNS side effects (SLC6A2, SLC6A3, PGR, HTR2A, HTR2B, HTR6) were not associated with CNS adverse events after correcting for multiple testing, the lowest P value being for PGR in hippocampus (P=0.012), nor were polymorphisms in these genes or AR and HTR2C, the lowest P value being for rs12393326 in HTR2C (P=6.7×10(-4)). As a positive control, baseline plasma bilirubin concentration was associated with predicted liver UGT1A1 expression level (P=1.9×10(-27)). CONCLUSION: Efavirenz-related CNS adverse events were not associated with predicted neurotransmitter transporter/receptor gene expression levels in brain or with polymorphisms in these genes. Variable susceptibility to efavirenz-related CNS adverse events may not be explained by brain neurotransmitter transporter/receptor genomics.


Asunto(s)
Benzoxazinas/efectos adversos , Enfermedades del Sistema Nervioso Central/inducido químicamente , Enfermedades del Sistema Nervioso Central/genética , Infecciones por VIH/tratamiento farmacológico , Proteínas de Transporte de Neurotransmisores/genética , Polimorfismo de Nucleótido Simple , Receptores de Neurotransmisores/genética , Adulto , Alquinos , Ciclopropanos , Femenino , Genómica , Genotipo , VIH/efectos de los fármacos , Humanos , Masculino , Persona de Mediana Edad , Pruebas de Farmacogenómica , Inhibidores de la Transcriptasa Inversa/efectos adversos
20.
PLoS One ; 11(8): e0160573, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-27508393

RESUMEN

We performed a Phenome-Wide Association Study (PheWAS) to identify interrelationships between the immune system genetic architecture and a wide array of phenotypes from two de-identified electronic health record (EHR) biorepositories. We selected variants within genes encoding critical factors in the immune system and variants with known associations with autoimmunity. To define case/control status for EHR diagnoses, we used International Classification of Diseases, Ninth Revision (ICD-9) diagnosis codes from 3,024 Geisinger Clinic MyCode® subjects (470 diagnoses) and 2,899 Vanderbilt University Medical Center BioVU biorepository subjects (380 diagnoses). A pooled-analysis was also carried out for the replicating results of the two data sets. We identified new associations with potential biological relevance including SNPs in tumor necrosis factor (TNF) and ankyrin-related genes associated with acute and chronic sinusitis and acute respiratory tract infection. The two most significant associations identified were for the C6orf10 SNP rs6910071 and "rheumatoid arthritis" (ICD-9 code category 714) (pMETAL = 2.58 x 10-9) and the ATN1 SNP rs2239167 and "diabetes mellitus, type 2" (ICD-9 code category 250) (pMETAL = 6.39 x 10-9). This study highlights the utility of using PheWAS in conjunction with EHRs to discover new genotypic-phenotypic associations for immune-system related genetic loci.


Asunto(s)
Estudios de Asociación Genética , Sistema Inmunológico/metabolismo , Ancirinas/genética , Diabetes Mellitus Tipo 2/genética , Diabetes Mellitus Tipo 2/patología , Registros Electrónicos de Salud , Sitios Genéticos , Genotipo , Humanos , Desequilibrio de Ligamiento , Proteínas del Tejido Nervioso/genética , Fenotipo , Polimorfismo de Nucleótido Simple , Infecciones del Sistema Respiratorio/genética , Infecciones del Sistema Respiratorio/patología , Sinusitis/genética , Sinusitis/patología , Factor de Necrosis Tumoral alfa/genética
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