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1.
J Contin Educ Nurs ; 55(4): 187-194, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38063801

RESUMO

BACKGROUND: Skill decay refers to the loss of skills and knowledge resulting from lack of consistent use. Among certified registered nurse anesthetists (CRNAs), skill decay can lead to negative results. One method that has been shown to mitigate skill decay is low-dose, high-frequency (LDHF) simulation. There is a gap in the LDHF simulation literature regarding CRNAs to determine its effectiveness in reducing skill decay or increasing confidence levels. METHOD: This study used a quasi-experimental pretest-posttest follow-up design. The pretests and posttests were evaluated using a Wilcoxon signed rank test to determine CRNAs' proficiency and confidence in central venous catheter (CVC) insertion before and after a simulated refresher training course. RESULTS: The CRNAs showed a significant improvement in CVC insertion proficiency, from a 50% pretest average to a 94% posttest average (p < .0001), and they retained proficiency 6 months later (91%, p = .0109). There was no significant change in CRNAs' confidence level following the training (p = .4486). CONCLUSION: A program of LDHF simulation training is an important activity in meeting the continuing education/training needs of CRNAs in improving and retaining CVC insertion proficiency. This study demonstrates the efficacy of a LDHF simulation program for CRNAs and helps to bridge the gap in the literature on the use of LDHF simulation among CRNAs. [J Contin Educ Nurs. 2024;55(4):187-194.].


Assuntos
Enfermeiros Anestesistas , Treinamento por Simulação , Humanos , Enfermeiros Anestesistas/educação , Treinamento por Simulação/métodos , Competência Clínica , Educação Continuada
2.
Am J Physiol Gastrointest Liver Physiol ; 325(3): G239-G250, 2023 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-37366601

RESUMO

Hepatocellular carcinoma (HCC) is the third leading cause of liver-related death. Lipophilic statins have been associated with a decrease in HCC incidence, raising the possibility of their use as chemoprevention agents. The Yes-associated protein (YAP) and transcriptional coactivator with PDZ-binding motif (TAZ) have emerged as an important pro-oncogenic mechanism in HCC. Statins modulate YAP/TAZ in other solid tumors, but few studies have assessed their mechanisms in HCC. We aimed to delineate how lipophilic statins regulate YAP protein localization by interrogating the mevalonate pathway in a stepwise manner using pharmacological and genetical approaches in HCC cells. Huh7 and Hep3B HCC cells were treated with the lipophilic statins cerivastatin and atorvastatin. YAP protein localization was determined using quantitative immunofluorescence (IF) imaging. The gene expression of CTGF and CYR61, known YAP/TEA-domain DNA-binding factor (TEAD)-regulated genes, was measured using quantitative real-time PCR. Rescue experiments were conducted using metabolites of the mevalonate pathway including mevalonic acid and geranylgeranyl pyrophosphate (GG-PP). The cellular cytoskeleton was assessed using F-actin IF staining. YAP protein was extruded from the nucleus to the cytoplasm with statin treatment. Consistently, CTGF and CYR61 mRNA expression significantly decreased with statins. Cytoskeletal structure was also compromised with statins. Gene expression, YAP protein localization, and cytoskeletal structure were all restored to baseline with exogenous GG-PP but not with other metabolites of the mevalonate pathway. Direct Rho GTPase inhibitor treatment mirrored the statin effects on YAP. YAP protein localization is regulated by lipophilic statins via Rho GTPases, causing cytoskeletal structural changes and is independent of cholesterol metabolites.NEW & NOTEWORTHY Statins are widely used for the treatment of cardiovascular diseases. Recently, their use has been associated with a decrease in the incidence of hepatocellular carcinoma (HCC); however, their mechanism(s) has remained elusive. In this study, we delineate the mechanism by which statins affect the Yes-associated protein (YAP), which has emerged as a key oncogenic pathway in HCC. We investigate each step of the mevalonate pathway and demonstrate that statins regulate YAP via Rho GTPases.


Assuntos
Carcinoma Hepatocelular , Inibidores de Hidroximetilglutaril-CoA Redutases , Neoplasias Hepáticas , Proteínas de Sinalização YAP , Humanos , Citoesqueleto de Actina/metabolismo , Proteínas Adaptadoras de Transdução de Sinal/genética , Carcinoma Hepatocelular/tratamento farmacológico , Inibidores de Hidroximetilglutaril-CoA Redutases/farmacologia , Neoplasias Hepáticas/tratamento farmacológico , Ácido Mevalônico/metabolismo , Proteínas rho de Ligação ao GTP/metabolismo , Proteínas de Sinalização YAP/metabolismo
3.
Clin Genet ; 104(3): 377-383, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37194472

RESUMO

We evaluated the diagnostic yield using genome-slice panel reanalysis in the clinical setting using an automated phenotype/gene ranking system. We analyzed whole genome sequencing (WGS) data produced from clinically ordered panels built as bioinformatic slices for 16 clinically diverse, undiagnosed cases referred to the Pediatric Mendelian Genomics Research Center, an NHGRI-funded GREGoR Consortium site. Genome-wide reanalysis was performed using Moon™, a machine-learning-based tool for variant prioritization. In five out of 16 cases, we discovered a potentially clinically significant variant. In four of these cases, the variant was found in a gene not included in the original panel due to phenotypic expansion of a disorder or incomplete initial phenotyping of the patient. In the fifth case, the gene containing the variant was included in the original panel, but being a complex structural rearrangement with intronic breakpoints outside the clinically analyzed regions, it was not initially identified. Automated genome-wide reanalysis of clinical WGS data generated during targeted panels testing yielded a 25% increase in diagnostic findings and a possibly clinically relevant finding in one additional case, underscoring the added value of analyses versus those routinely performed in the clinical setting.


Assuntos
Biologia Computacional , Genômica , Humanos , Sequenciamento Completo do Genoma , Fenótipo , Íntrons
4.
J Nurs Educ ; 61(4): 201-204, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-35384763

RESUMO

BACKGROUND: As reflected in the literature, business acumen for Doctor of Nursing Practice (DNP) students is lacking. Foundational business concepts and applications in the curriculum necessitate the understanding of core business requirements in health care applicable toward DNP leadership roles. METHOD: Course pedagogy used evidence-based materials as well as activities that included the development of business innovation proposals, stakeholder presentations, and business plans, as well as practicum hours. RESULTS: Successful course delivery increased DNP students' knowledge and skills related to business acumen. In addition, students fully grasped the need to sustain and have fully developed scholarly projects that consider the clinical and financial aspects of health care. CONCLUSION: Development of a business course strengthens the needed skills and acumen toward quality and financial performance critical in the DNP leadership role as well as in contributing toward institutions' growth. [J Nurs Educ. 2021;61(4):201-204.].


Assuntos
Educação de Pós-Graduação em Enfermagem , Estudantes de Enfermagem , Currículo , Atenção à Saúde , Humanos , Liderança
5.
Sci Rep ; 11(1): 19859, 2021 10 06.
Artigo em Inglês | MEDLINE | ID: mdl-34615918

RESUMO

Non-alcoholic fatty liver disease (NAFLD) is one of the most common causes of cardiometabolic diseases in overweight individuals. While liver biopsy is the current gold standard to diagnose NAFLD and magnetic resonance imaging (MRI) is a non-invasive alternative still under clinical trials, the former is invasive and the latter costly. We demonstrate electrical impedance tomography (EIT) as a portable method for detecting fatty infiltrate. We enrolled 19 overweight subjects to undergo liver MRI scans, followed by EIT measurements. The MRI images provided the a priori knowledge of the liver boundary conditions for EIT reconstruction, and the multi-echo MRI data quantified liver proton-density fat fraction (PDFF%) to validate fat infiltrate. Using the EIT electrode belts, we circumferentially injected pairwise current to the upper abdomen, followed by acquiring the resulting surface-voltage to reconstruct the liver conductivity. Pearson's correlation analyses compared EIT conductivity or MRI PDFF with body mass index, age, waist circumference, height, and weight variables. We reveal that the correlation between liver EIT conductivity or MRI PDFF with demographics is statistically insignificant, whereas liver EIT conductivity is inversely correlated with MRI PDFF (R = -0.69, p = 0.003, n = 16). As a pilot study, EIT conductivity provides a portable method for operator-independent and cost-effective detection of hepatic steatosis.


Assuntos
Impedância Elétrica , Fígado Gorduroso/diagnóstico por imagem , Fígado Gorduroso/patologia , Sobrepeso/patologia , Tomografia/métodos , Adulto , Idoso , Algoritmos , Biomarcadores , Biópsia , Pesos e Medidas Corporais , Gerenciamento Clínico , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Fatores de Risco , Sensibilidade e Especificidade
6.
Nat Commun ; 12(1): 5371, 2021 09 10.
Artigo em Inglês | MEDLINE | ID: mdl-34508085

RESUMO

Konzo, a distinct upper motor neuron disease associated with a cyanogenic diet and chronic malnutrition, predominately affects children and women of childbearing age in sub-Saharan Africa. While the exact biological mechanisms that cause this disease have largely remained elusive, host-genetics and environmental components such as the gut microbiome have been implicated. Using a large study population of 180 individuals from the Democratic Republic of the Congo, where konzo is most frequent, we investigate how the structure of the gut microbiome varied across geographical contexts, as well as provide the first insight into the gut flora of children affected with this debilitating disease using shotgun metagenomic sequencing. Our findings indicate that the gut microbiome structure is highly variable depending on region of sampling, but most interestingly, we identify unique enrichments of bacterial species and functional pathways that potentially modulate the susceptibility of konzo in prone regions of the Congo.


Assuntos
Suscetibilidade a Doenças/microbiologia , Comportamento Alimentar , Microbioma Gastrointestinal/fisiologia , Manihot/efeitos adversos , Doença dos Neurônios Motores/microbiologia , Criança , República Democrática do Congo/epidemiologia , Fezes/microbiologia , Feminino , Humanos , Manihot/química , Metagenômica , Doença dos Neurônios Motores/epidemiologia , Nitrilas/efeitos adversos
7.
Genome Med ; 13(1): 123, 2021 08 02.
Artigo em Inglês | MEDLINE | ID: mdl-34340684

RESUMO

BACKGROUND: Obesity predisposes individuals to multiple cardiometabolic disorders, including type 2 diabetes (T2D). As body mass index (BMI) cannot reliably differentiate fat from lean mass, the metabolically detrimental abdominal obesity has been estimated using waist-hip ratio (WHR). Waist-hip ratio adjusted for body mass index (WHRadjBMI) in turn is a well-established sex-specific marker for abdominal fat and adiposity, and a predictor of adverse metabolic outcomes, such as T2D. However, the underlying genes and regulatory mechanisms orchestrating the sex differences in obesity and body fat distribution in humans are not well understood. METHODS: We searched for genetic master regulators of WHRadjBMI by employing integrative genomics approaches on human subcutaneous adipose RNA sequencing (RNA-seq) data (n ~ 1400) and WHRadjBMI GWAS data (n ~ 700,000) from the WHRadjBMI GWAS cohorts and the UK Biobank (UKB), using co-expression network, transcriptome-wide association study (TWAS), and polygenic risk score (PRS) approaches. Finally, we functionally verified our genomic results using gene knockdown experiments in a human primary cell type that is critical for adipose tissue function. RESULTS: Here, we identified an adipose gene co-expression network that contains 35 obesity GWAS genes and explains a significant amount of polygenic risk for abdominal obesity and T2D in the UKB (n = 392,551) in a sex-dependent way. We showed that this network is preserved in the adipose tissue data from the Finnish Kuopio Obesity Study and Mexican Obesity Study. The network is controlled by a novel adipose master transcription factor (TF), TBX15, a WHRadjBMI GWAS gene that regulates the network in trans. Knockdown of TBX15 in human primary preadipocytes resulted in changes in expression of 130 network genes, including the key adipose TFs, PPARG and KLF15, which were significantly impacted (FDR < 0.05), thus functionally verifying the trans regulatory effect of TBX15 on the WHRadjBMI co-expression network. CONCLUSIONS: Our study discovers a novel key function for the TBX15 TF in trans regulating an adipose co-expression network of 347 adipose, mitochondrial, and metabolically important genes, including PPARG, KLF15, PPARA, ADIPOQ, and 35 obesity GWAS genes. Thus, based on our converging genomic, transcriptional, and functional evidence, we interpret the role of TBX15 to be a main transcriptional regulator in the adipose tissue and discover its importance in human abdominal obesity.


Assuntos
Tecido Adiposo/metabolismo , Regulação da Expressão Gênica , Obesidade Abdominal/genética , Obesidade Abdominal/metabolismo , Proteínas com Domínio T/metabolismo , Transativadores/metabolismo , Adipócitos , Adiposidade/genética , Idoso , Algoritmos , Biomarcadores , Índice de Massa Corporal , Células Cultivadas , Biologia Computacional/métodos , Diabetes Mellitus Tipo 2/genética , Diabetes Mellitus Tipo 2/metabolismo , Suscetibilidade a Doenças , Perfilação da Expressão Gênica , Técnicas de Silenciamento de Genes , Redes Reguladoras de Genes , Estudo de Associação Genômica Ampla , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Escore Lod , Masculino , Pessoa de Meia-Idade , Relação Cintura-Quadril
9.
J Altern Complement Med ; 27(9): 727-737, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-34076496

RESUMO

Objectives: A previous systematic literature review (SLR) evaluated 501 experiments on reducing patient anxiety across medical and dental environments. This integrative review examines those interventions and explores possible mechanisms leading to relative success or failure within those environments, in the interest of interprofessional education and communication. Methods: Reviewers evaluated 501 experiments testing interventions for reducing patient anxiety in a variety of medical and dental health care settings. Methodology for the SLR, largely following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, is briefly reviewed. Results: A total of 501 experiments (from 408 articles) met review criteria. One hundred and forty-three Music experiments were included, and Music interventions were largely effective, except in the case of colonoscopy. Education is the only intervention that occasionally (5 times of 130 experiments) raised patient anxiety in the face of a procedure; the discussion focuses on the wisdom of assessing patient need for information. Thirty-seven Cognitive Behavioral Therapy (CBT) experiments of various types are included, with a success rate of 89%, with a particularly high rate of success (12 of 12 experiments) in dentistry. Massage has a success rate that is similar to that of CBT, but Massage has been tested in far fewer specialty areas. Relaxation has been tested in every specialty area, except mechanical ventilation, with promising results. Acupuncture and Acupressure have not been widely tested, but their effectiveness rate is 100% when it comes to reducing patient anxiety in various procedural settings. Similarly, experiments show Hypnosis to be successful in 90% of trials. In contrast, Distraction was successful in only 40% of the experiments summarized, although it was more effective in dentistry. A variety of Nature-based Interventions (Aromatherapy, Nature Sounds, and Visual Stimuli) were highly successful across a variety of settings. Discussion: Possible mechanisms are discussed, along with commentary on feasibility. Limitations include publication bias, small sample sizes, and the lack of placebo controls. Future areas of research are pointed out.


Assuntos
Aromaterapia , Hipnose , Musicoterapia , Ansiedade/terapia , Odontologia , Humanos
10.
J Altern Complement Med ; 27(9): 717-726, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-34076531

RESUMO

Objectives: State (situational) anxiety can create suboptimal outcomes for patients across a variety of health care specializations. While anxiolytic medications reduce anxiety, problematic side effects can compromise outcomes. These challenges have spurred searches for nonpharmaceutical approaches to alleviate patient anxiety. This systematic literature review, largely following Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, aimed to determine patterns and effectiveness of interventions across medical health care specialty areas, including dentistry. Methods: A systematic review was conducted, using PubMed, CINAHL, and PsycINFO databases, with search terms related to anxiety, specific interventions, and medical or dental procedures. Hand searching for additional citations was performed on the bibliographies of dissertations, meta-analyses, and systematic reviews that met article inclusion criteria. The search process yielded 48,324 articles and 257 dissertations published in English between 1974 and 2018. Each abstract was evaluated for inclusion by two reviewers, yielding 718 articles that were read and evaluated for outcomes, risk of bias, pretest and post-test, controls and quality, using a Critical Appraisal Skills Programme instrument. Of these, 408 articles, describing 501 experimental trials, were accepted for inclusion in this analysis. Results: A total of 50,343 patients were included in these experiments, with an overall success rate of 71% for reducing patient anxiety. Results are summarized by health care specialty area: surgery, oncology, cardiology, obstetrics/gynecology, dentistry, and pain/trauma, and the following diagnostic testing and intervention areas: imaging, colonoscopy, mechanical ventilation, and other. The largest number of experiments (114) was in the surgery category. The types of interventions included music, education, relaxation, cognitive behavioral therapy (CBT), massage, distraction, hypnosis, acupuncture/acupressure, social support, aromatherapy, nature sounds, natural visual stimuli, special garment, and other. The largest numbers of experiments were done with music (143) and education (130). Discussion: The following interventions were most successful, reducing anxiety in over 70% of experiments: music, CBT, relaxation, massage, acupuncture/acupressure, hypnosis, and natural sounds. Confidence in results is limited by publication bias, small sample sizes, and the lack of placebo controls. Directions for future research are discussed.


Assuntos
Aromaterapia , Hipnose , Ansiedade/prevenção & controle , Transtornos de Ansiedade , Odontologia , Feminino , Humanos , Gravidez
11.
Cell Rep Med ; 2(4): 100226, 2021 04 20.
Artigo em Inglês | MEDLINE | ID: mdl-33948567

RESUMO

Tissue-specific mechanisms prompting obesity-related development complications in humans remain unclear. We apply multiomics analyses of subcutaneous adipose tissue and skeletal muscle to examine the effects of acquired obesity among 49 BMI-discordant monozygotic twin pairs. Overall, adipose tissue appears to be more affected by excess body weight than skeletal muscle. In heavier co-twins, we observe a transcriptional pattern of downregulated mitochondrial pathways in both tissues and upregulated inflammatory pathways in adipose tissue. In adipose tissue, heavier co-twins exhibit lower creatine levels; in skeletal muscle, glycolysis- and redox stress-related protein and metabolite levels remain higher. Furthermore, metabolomics analyses in both tissues reveal that several proinflammatory lipids are higher and six of the same lipid derivatives are lower in acquired obesity. Finally, in adipose tissue, but not in skeletal muscle, mitochondrial downregulation and upregulated inflammation are associated with a fatty liver, insulin resistance, and dyslipidemia, suggesting that adipose tissue dominates in acquired obesity.


Assuntos
Tecido Adiposo/metabolismo , Índice de Massa Corporal , Músculo Esquelético/metabolismo , Obesidade/metabolismo , Adipócitos/metabolismo , Inflamação/metabolismo , Resistência à Insulina/fisiologia , Mitocôndrias/metabolismo , Músculo Esquelético/patologia , Gordura Subcutânea/metabolismo , Gêmeos Monozigóticos/genética
12.
J Contin Educ Nurs ; 52(3): 136-141, 2021 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-33631024

RESUMO

This article describes the importance of building academic and practice partnerships, and the process in developing and implementing a successful leadership academy in transforming emerging nurse leaders. In addition, this article highlighted the value on the evaluation and outcomes of the educational program pertaining to positive changes in the workplace. In its initial phase, the health system conducted a needs assessment that provided vital information to enhance nursing management development skills through the initiation of a leadership training academy for nurse leaders. The vital information obtained in the needs assessment was used as a framework in working on topical outline and content objectives developed as a joint initiative between the university-based school of nursing and health professions and the health system that shared a similar mission, vision, and goals. Thus, "Brilliant at the Basics" nursing leadership academy was formed. [J Contin Educ Nurs. 2021;52(3):136-141.].


Assuntos
Liderança , Cuidados de Enfermagem , Humanos , Local de Trabalho
13.
Am J Hum Genet ; 108(3): 411-430, 2021 03 04.
Artigo em Inglês | MEDLINE | ID: mdl-33626337

RESUMO

Genetic factors underlying coronary artery disease (CAD) have been widely studied using genome-wide association studies (GWASs). However, the functional understanding of the CAD loci has been limited by the fact that a majority of GWAS variants are located within non-coding regions with no functional role. High cholesterol and dysregulation of the liver metabolism such as non-alcoholic fatty liver disease confer an increased risk of CAD. Here, we studied the function of non-coding single-nucleotide polymorphisms in CAD GWAS loci located within liver-specific enhancer elements by identifying their potential target genes using liver cis-eQTL analysis and promoter Capture Hi-C in HepG2 cells. Altogether, 734 target genes were identified of which 121 exhibited correlations to liver-related traits. To identify potentially causal regulatory SNPs, the allele-specific enhancer activity was analyzed by (1) sequence-based computational predictions, (2) quantification of allele-specific transcription factor binding, and (3) STARR-seq massively parallel reporter assay. Altogether, our analysis identified 1,277 unique SNPs that display allele-specific regulatory activity. Among these, susceptibility enhancers near important cholesterol homeostasis genes (APOB, APOC1, APOE, and LIPA) were identified, suggesting that altered gene regulatory activity could represent another way by which genetic variation regulates serum lipoprotein levels. Using CRISPR-based perturbation, we demonstrate how the deletion/activation of a single enhancer leads to changes in the expression of many target genes located in a shared chromatin interaction domain. Our integrative genomics approach represents a comprehensive effort in identifying putative causal regulatory regions and target genes that could predispose to clinical manifestation of CAD by affecting liver function.


Assuntos
Doença da Artéria Coronariana/genética , Elementos Facilitadores Genéticos/genética , Predisposição Genética para Doença , Locos de Características Quantitativas/genética , Alelos , Cromatina/genética , Doença da Artéria Coronariana/patologia , Feminino , Estudo de Associação Genômica Ampla/métodos , Genômica , Humanos , Fígado/metabolismo , Masculino , Anotação de Sequência Molecular , Especificidade de Órgãos/genética , Polimorfismo de Nucleotídeo Único/genética , Regiões Promotoras Genéticas/genética , Ligação Proteica/genética , Fatores de Risco
14.
J Clin Endocrinol Metab ; 106(5): 1312-1324, 2021 04 23.
Artigo em Inglês | MEDLINE | ID: mdl-33560372

RESUMO

CONTEXT: Mitochondria are essential for cellular energy homeostasis, yet their role in subcutaneous adipose tissue (SAT) during different types of weight-loss interventions remains unknown. OBJECTIVE: To investigate how SAT mitochondria change following diet-induced and bariatric surgery-induced weight-loss interventions in 4 independent weight-loss studies. METHODS: The DiOGenes study is a European multicenter dietary intervention with an 8-week low caloric diet (LCD; 800 kcal/d; n = 261) and 6-month weight-maintenance (n = 121) period. The Kuopio Obesity Surgery study (KOBS) is a Roux-en-Y gastric bypass (RYGB) surgery study (n = 172) with a 1-year follow-up. We associated weight-loss percentage with global and 2210 mitochondria-related RNA transcripts in linear regression analysis adjusted for age and sex. We repeated these analyses in 2 studies. The Finnish CRYO study has a 6-week LCD (800-1000 kcal/d; n = 19) and a 10.5-month follow-up. The Swedish DEOSH study is a RYGB surgery study with a 2-year (n = 49) and 5-year (n = 37) follow-up. RESULTS: Diet-induced weight loss led to a significant transcriptional downregulation of oxidative phosphorylation (DiOGenes; ingenuity pathway analysis [IPA] z-scores: -8.7 following LCD, -4.4 following weight maintenance; CRYO: IPA z-score: -5.6, all P < 0.001), while upregulation followed surgery-induced weight loss (KOBS: IPA z-score: 1.8, P < 0.001; in DEOSH: IPA z-scores: 4.0 following 2 years, 0.0 following 5 years). We confirmed an upregulated oxidative phosphorylation at the proteomics level following surgery (IPA z-score: 3.2, P < 0.001). CONCLUSIONS: Differentially regulated SAT mitochondria-related gene expressions suggest qualitative alterations between weight-loss interventions, providing insights into the potential molecular mechanistic targets for weight-loss success.


Assuntos
Tecido Adiposo/metabolismo , Genes Mitocondriais/genética , Redução de Peso/fisiologia , Adulto , Cirurgia Bariátrica , Dieta Redutora , Feminino , Expressão Gênica , Perfilação da Expressão Gênica , Humanos , Masculino , Redes e Vias Metabólicas/genética , Pessoa de Meia-Idade , Mitocôndrias/genética , Mitocôndrias/metabolismo , Obesidade Mórbida/dietoterapia , Obesidade Mórbida/genética , Obesidade Mórbida/cirurgia , Estudos Retrospectivos , Redução de Peso/genética , Programas de Redução de Peso
15.
PLoS Genet ; 16(9): e1009018, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32925908

RESUMO

Reverse causality has made it difficult to establish the causal directions between obesity and prediabetes and obesity and insulin resistance. To disentangle whether obesity causally drives prediabetes and insulin resistance already in non-diabetic individuals, we utilized the UK Biobank and METSIM cohort to perform a Mendelian randomization (MR) analyses in the non-diabetic individuals. Our results suggest that both prediabetes and systemic insulin resistance are caused by obesity (p = 1.2×10-3 and p = 3.1×10-24). As obesity reflects the amount of body fat, we next studied how adipose tissue affects insulin resistance. We performed both bulk RNA-sequencing and single nucleus RNA sequencing on frozen human subcutaneous adipose biopsies to assess adipose cell-type heterogeneity and mitochondrial (MT) gene expression in insulin resistance. We discovered that the adipose MT gene expression and body fat percent are both independently associated with insulin resistance (p≤0.05 for each) when adjusting for the decomposed adipose cell-type proportions. Next, we showed that these 3 factors, adipose MT gene expression, body fat percent, and adipose cell types, explain a substantial amount (44.39%) of variance in insulin resistance and can be used to predict it (p≤2.64×10-5 in 3 independent human cohorts). In summary, we demonstrated that obesity is a strong determinant of both prediabetes and insulin resistance, and discovered that individuals' adipose cell-type composition, adipose MT gene expression, and body fat percent predict their insulin resistance, emphasizing the critical role of adipose tissue in systemic insulin resistance.


Assuntos
Tecido Adiposo/metabolismo , Resistência à Insulina/fisiologia , Obesidade/genética , Adipócitos/metabolismo , Adiposidade , Adulto , Índice de Massa Corporal , Estudos de Coortes , Diabetes Mellitus Tipo 2/metabolismo , Feminino , Humanos , Resistência à Insulina/genética , Masculino , Pessoa de Meia-Idade , Obesidade/fisiopatologia , Estado Pré-Diabético/metabolismo , Estado Pré-Diabético/fisiopatologia , Gordura Subcutânea/metabolismo
16.
Nat Commun ; 11(1): 2891, 2020 06 03.
Artigo em Inglês | MEDLINE | ID: mdl-32493922

RESUMO

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

17.
Nat Commun ; 11(1): 1971, 2020 04 24.
Artigo em Inglês | MEDLINE | ID: mdl-32332754

RESUMO

We present Bisque, a tool for estimating cell type proportions in bulk expression. Bisque implements a regression-based approach that utilizes single-cell RNA-seq (scRNA-seq) or single-nucleus RNA-seq (snRNA-seq) data to generate a reference expression profile and learn gene-specific bulk expression transformations to robustly decompose RNA-seq data. These transformations significantly improve decomposition performance compared to existing methods when there is significant technical variation in the generation of the reference profile and observed bulk expression. Importantly, compared to existing methods, our approach is extremely efficient, making it suitable for the analysis of large genomic datasets that are becoming ubiquitous. When applied to subcutaneous adipose and dorsolateral prefrontal cortex expression datasets with both bulk RNA-seq and snRNA-seq data, Bisque replicates previously reported associations between cell type proportions and measured phenotypes across abundant and rare cell types. We further propose an additional mode of operation that merely requires a set of known marker genes.


Assuntos
Biologia Computacional/métodos , RNA-Seq/métodos , Análise de Célula Única/métodos , Tecido Adiposo/metabolismo , Algoritmos , Perfilação da Expressão Gênica/métodos , Regulação da Expressão Gênica , Genômica , Humanos , Córtex Pré-Frontal/metabolismo , RNA Citoplasmático Pequeno , Software , Transcriptoma
18.
J Comput Biol ; 27(4): 599-612, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-32077750

RESUMO

Large-scale cohorts with combined genetic and phenotypic data, coupled with methodological advances, have produced increasingly accurate genetic predictors of complex human phenotypes called polygenic risk scores (PRSs). In addition to the potential translational impacts of identifying at-risk individuals, PRS are being utilized for a growing list of scientific applications, including causal inference, identifying pleiotropy and genetic correlation, and powerful gene-based and mixed-model association tests. Existing PRS approaches rely on external large-scale genetic cohorts that have also measured the phenotype of interest. They further require matching on ancestry and genotyping platform or imputation quality. In this work, we present a novel reference-free method to produce a PRS that does not rely on an external cohort. We show that naive implementations of reference-free PRS either result in substantial overfitting or prohibitive increases in computational time. We show that our algorithm avoids both of these issues and can produce informative in-sample PRSs over a single cohort without overfitting. We then demonstrate several novel applications of reference-free PRSs, including detection of pleiotropy across 246 metabolic traits and efficient mixed-model association testing.


Assuntos
Predisposição Genética para Doença , Estudo de Associação Genômica Ampla/estatística & dados numéricos , Herança Multifatorial/genética , Humanos , Modelos Lineares , Fenótipo , Fatores de Risco
19.
Hum Mol Genet ; 28(24): 4161-4172, 2019 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-31691812

RESUMO

Integration of genome-wide association study (GWAS) signals with expression quantitative trait loci (eQTL) studies enables identification of candidate genes. However, evaluating whether nearby signals may share causal variants, termed colocalization, is affected by the presence of allelic heterogeneity, different variants at the same locus impacting the same phenotype. We previously identified eQTL in subcutaneous adipose tissue from 770 participants in the Metabolic Syndrome in Men (METSIM) study and detected 15 eQTL signals that colocalized with GWAS signals for waist-hip ratio adjusted for body mass index (WHRadjBMI) from the Genetic Investigation of Anthropometric Traits consortium. Here, we reevaluated evidence of colocalization using two approaches, conditional analysis and the Bayesian test COLOC, and show that providing COLOC with approximate conditional summary statistics at multi-signal GWAS loci can reconcile disagreements in colocalization classification between the two tests. Next, we performed conditional analysis on the METSIM subcutaneous adipose tissue data to identify conditionally distinct or secondary eQTL signals. We used the two approaches to test for colocalization with WHRadjBMI GWAS signals and evaluated the differences in colocalization classification between the two tests. Through these analyses, we identified four GWAS signals colocalized with secondary eQTL signals for FAM13A, SSR3, GRB14 and FMO1. Thus, at loci with multiple eQTL and/or GWAS signals, analyzing each signal independently enabled additional candidate genes to be identified.


Assuntos
Tecido Adiposo/fisiologia , Distribuição da Gordura Corporal , Estudo de Associação Genômica Ampla/métodos , Síndrome Metabólica/genética , Locos de Características Quantitativas , Adulto , Teorema de Bayes , Índice de Massa Corporal , Feminino , Predisposição Genética para Doença , Humanos , Desequilíbrio de Ligação , Masculino , Fenótipo , Polimorfismo de Nucleotídeo Único , Gordura Subcutânea/metabolismo , Relação Cintura-Quadril/métodos
20.
Hepatol Commun ; 3(10): 1356-1372, 2019 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-31592021

RESUMO

The global obesity epidemic is driving the concomitant rise in nonalcoholic fatty liver disease (NAFLD). To identify new genes involved in central liver functions, we examined liver RNA-sequence data from 259 patients who underwent morbidly obese bariatric surgery. Of these patients, 84 had normal liver histology, 40 simple steatosis, 43 nonalcoholic steatohepatitis, and the remaining 92 patients had varying degrees of NAFLD based on liver histology. We discovered oligodendrocyte maturation-associated long intergenic noncoding RNA (OLMALINC), a long intervening noncoding RNA (lincRNA) in a human liver co-expression network (n = 75 genes) that was strongly associated with statin use and serum triglycerides (TGs). OLMALINC liver expression was highly correlated with the expression of known cholesterol biosynthesis genes and stearoyl-coenzyme A desaturase (SCD). SCD is the rate-limiting enzyme in monounsaturated fatty acids and a key TG gene that is known to be up-regulated in liver steatosis and NAFLD and resides adjacent to OLMALINC on the human chromosome 10q24.31. Next, we functionally demonstrated that OLMALINC regulates SCD as an enhancer-RNA (eRNA), thus describing the first lincRNA that functions as an eRNA to regulate lipid metabolism. Specifically, we show that OLMALINC promotes liver expression of SCD in cis through regional chromosomal DNA-DNA looping interactions. Conclusion: The primate-specific lincRNA OLMALINC is a novel epigenetic regulator of the key TG and NAFLD gene SCD.

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