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1.
Genetics ; 226(4)2024 04 03.
Article in English | MEDLINE | ID: mdl-38314848

ABSTRACT

Detecting genetic variants with low-effect sizes using a moderate sample size is difficult, hindering downstream efforts to learn pathology and estimating heritability. In this work, by utilizing informative weights learned from training genetically predicted gene expression models, we formed an alternative approach to estimate the polygenic term in a linear mixed model. Our linear mixed model estimates the genetic background by incorporating their relevance to gene expression. Our protocol, expression-directed linear mixed model, enables the discovery of subtle signals of low-effect variants using moderate sample size. By applying expression-directed linear mixed model to cohorts of around 5,000 individuals with either binary (WTCCC) or quantitative (NFBC1966) traits, we demonstrated its power gain at the low-effect end of the genetic etiology spectrum. In aggregate, the additional low-effect variants detected by expression-directed linear mixed model substantially improved estimation of missing heritability. Expression-directed linear mixed model moves precision medicine forward by accurately detecting the contribution of low-effect genetic variants to human diseases.


Subject(s)
Models, Genetic , Multifactorial Inheritance , Humans , Linear Models , Phenotype , Sample Size , Genome-Wide Association Study , Polymorphism, Single Nucleotide
2.
Cell Rep Med ; 4(11): 101254, 2023 11 21.
Article in English | MEDLINE | ID: mdl-37890487

ABSTRACT

The post-acute sequelae of COVID-19 (PASC), also known as long COVID, is often associated with debilitating symptoms and adverse multisystem consequences. We obtain plasma samples from 117 individuals during and 6 months following their acute phase of infection to comprehensively profile and assess changes in cytokines, proteome, and metabolome. Network analysis reveals sustained inflammatory response, platelet degranulation, and cellular activation during convalescence accompanied by dysregulation in arginine biosynthesis, methionine metabolism, taurine metabolism, and tricarboxylic acid (TCA) cycle processes. Furthermore, we develop a prognostic model composed of 20 molecules involved in regulating T cell exhaustion and energy metabolism that can reliably predict adverse clinical outcomes following discharge from acute infection with 83% accuracy and an area under the curve (AUC) of 0.96. Our study reveals pertinent biological processes during convalescence that differ from acute infection, and it supports the development of specific therapies and biomarkers for patients suffering from long COVID.


Subject(s)
COVID-19 , Post-Acute COVID-19 Syndrome , Humans , Convalescence , Multiomics , Biomarkers , Phenotype
3.
Science ; 381(6662): eabq5202, 2023 09 08.
Article in English | MEDLINE | ID: mdl-37676943

ABSTRACT

Kupffer cells (KCs) are localized in liver sinusoids but extend pseudopods to parenchymal cells to maintain their identity and serve as the body's central bacterial filter. Liver cirrhosis drastically alters vascular architecture, but how KCs adapt is unclear. We used a mouse model of liver fibrosis and human tissue to examine immune adaptation. Fibrosis forced KCs to lose contact with parenchymal cells, down-regulating "KC identity," which rendered them incapable of clearing bacteria. Commensals stimulated the recruitment of monocytes through CD44 to a spatially distinct vascular compartment. There, recruited monocytes formed large aggregates of multinucleated cells (syncytia) that expressed phenotypical KC markers and displayed enhanced bacterial capture ability. Syncytia formed via CD36 and were observed in human cirrhosis as a possible antimicrobial defense that evolved with fibrosis.


Subject(s)
Blood-Borne Infections , Giant Cells , Kupffer Cells , Liver Cirrhosis , Animals , Humans , Mice , Giant Cells/immunology , Giant Cells/microbiology , Kupffer Cells/immunology , Kupffer Cells/microbiology , Liver Cirrhosis/immunology , Liver Cirrhosis/microbiology , Liver Cirrhosis/pathology , Blood-Borne Infections/immunology , Disease Models, Animal
4.
Am J Infect Control ; 50(8): 906-908, 2022 08.
Article in English | MEDLINE | ID: mdl-35908830

ABSTRACT

Using the Murine Hepatitis Virus (MHV) A59 coronavirus as a SARS-CoV-2 animal surrogate, we validated that methylene blue (MB) in combination with sunlight exposure is a robust, fast, and low-cost decontamination method for PPE that should be added to the toolbox of practical pandemic preparedness.


Subject(s)
COVID-19 , Methylene Blue , Animals , COVID-19/prevention & control , Disinfection/methods , Mice , Personal Protective Equipment , SARS-CoV-2 , Sunlight
5.
Appl Physiol Nutr Metab ; 47(5): 555-564, 2022 May.
Article in English | MEDLINE | ID: mdl-35148206

ABSTRACT

Obesity-associated inflammation and/or oxidative stress can damage intramuscular proteins and jeopardize muscle integrity. The immunoproteasome (iProt) is vital to remove oxidatively modified proteins, but this function may be compromised with obesity. We sought to elucidate whether diet-induced obesity alters intramuscular iProt content and activity in mice to identify a possible mechanism for impaired muscle proteostasis in the obese state. Total proteasome content and activity and estimates of muscle oxidative damage, inflammation, muscle mass and strength were also assessed. Twenty-three male, 5-week-old C57BL/6J mice were fed a high-fat, high-sucrose (HFS; 45% kcal fat, 17% sucrose, n = 12) or low-fat, low-sucrose (LFS; 10% kcal fat, 0% sucrose, n = 11) diet for 12 weeks. Strength was assessed via a weightlifting test. Despite no change in pro-inflammatory cytokines (P > 0.05), oxidative protein damage was elevated within the gastrocnemius (P = 0.036) and tibialis anterior (P = 0.033) muscles of HFS-fed mice. Intramuscular protein damage coincided with reduced iProt and total proteasome activity (P < 0.05), and reductions in relative muscle mass (P < 0.001). Therefore, proteasome dysregulation occurs in obese muscle and may be a critical link in muscle oxidative stress. Novelty: Our results show for the first time that immunoproteasome and total proteasome function is significantly reduced within obese muscle. Visceral fat mass is a significant predictor of diminished proteasome activity in skeletal muscle. Proteasome function is inversely correlated with an intramuscular accumulation of oxidatively damaged proteins.


Subject(s)
Proteasome Endopeptidase Complex , Proteostasis , Animals , Diet, High-Fat , Inflammation/metabolism , Male , Mice , Mice, Inbred C57BL , Muscle, Skeletal/metabolism , Obesity/metabolism , Proteasome Endopeptidase Complex/metabolism , Sucrose
6.
PLoS One ; 16(12): e0261422, 2021.
Article in English | MEDLINE | ID: mdl-34910769

ABSTRACT

The COVID-19 pandemic has illustrated the importance of infection tracking. The role of asymptomatic, undiagnosed individuals in driving infections within this pandemic has become increasingly evident. Modern phylogenetic tools that take into account asymptomatic or undiagnosed individuals can help guide public health responses. We finetuned established phylogenetic pipelines using published SARS-CoV-2 genomic data to examine reasonable estimate transmission networks with the inference of unsampled infection sources. The system utilised Bayesian phylogenetics and TransPhylo to capture the evolutionary and infection dynamics of SARS-CoV-2. Our analyses gave insight into the transmissions within a population including unsampled sources of infection and the results aligned with epidemiological observations. We were able to observe the effects of preventive measures in Canada's "Atlantic bubble" and in populations such as New York State. The tools also inferred the cross-species disease transmission of SARS-CoV-2 transmission from humans to lions and tigers in New York City's Bronx Zoo. These phylogenetic tools offer a powerful approach in response to both the COVID-19 and other emerging infectious disease outbreaks.


Subject(s)
COVID-19 , Bayes Theorem , Phylogeny
7.
PLoS Comput Biol ; 17(9): e1009350, 2021 09.
Article in English | MEDLINE | ID: mdl-34506479

ABSTRACT

Nanopore sequencing device analysis systems simultaneously generate multiple picoamperage current signals representing the passage of DNA or RNA nucleotides ratcheted through a biomolecule nanopore array by motor proteins. Squiggles are a noisy and time-distorted representation of an underlying nucleotide sequence, "gold standard model", due to experimental and algorithmic artefacts. Other research fields use dynamic time warped-space averaging (DTWA) algorithms to produce a consensus signal from multiple time-warped sources while preserving key features distorted by standard, linear-averaging approaches. We compared the ability of DTW Barycentre averaging (DBA), minimize mean (MM) and stochastic sub-gradient descent (SSG) DTWA algorithms to generate a consensus signal from squiggle-space ensembles of RNA molecules Enolase, Sequin R1-71-1 and Sequin R2-55-3 without knowledge of their associated gold standard model. We propose techniques to identify the leader and distorted squiggle features prior to DTWA consensus generation. New visualization and warping-path metrics are introduced to compare consensus signals and the best estimate of the "true" consensus, the study's gold standard model. The DBA consensus was the best match to the gold standard for both Sequin studies but was outperformed in the Enolase study. Given an underlying common characteristic across a squiggle ensemble, we objectively evaluate a novel "voting scheme" that improves the local similarity between the consensus signal and a given fraction of the squiggle ensemble. While the gold standard is not used during voting, the increase in the match of the final voted-on consensus to the underlying Enolase and Sequin gold standard sequences provides an indirect success measure for the proposed voting procedure in two ways: First is the decreased least squares warped distance between the final consensus and the gold model, and second, the voting generates a final consensus length closer to the known underlying RNA biomolecule length. The results suggest considerable potential in marrying squiggle analysis and voted-on DTWA consensus signals to provide low-noise, low-distortion signals. This will lead to improved accuracy in detecting nucleotides and their deviation model due to chemical modifications (a.k.a. epigenetic information). The proposed combination of ensemble voting and DTWA has application in other research fields involving time-distorted, high entropy signals.


Subject(s)
Algorithms , Nanopore Sequencing/statistics & numerical data , Computational Biology , Computer Simulation , Consensus Sequence , Phosphopyruvate Hydratase/genetics , RNA/genetics , Signal-To-Noise Ratio , Stochastic Processes
8.
Sci Rep ; 11(1): 14319, 2021 07 12.
Article in English | MEDLINE | ID: mdl-34253764

ABSTRACT

Microglia play an important role in the pathogenesis of multiple sclerosis and the mouse model of MS, experimental autoimmune encephalomyelitis (EAE). To more fully understand the role of microglia in EAE we characterized microglial transcriptomes before the onset of motor symptoms (pre-onset) and during symptomatic EAE. We compared the transcriptome in brain, where behavioral changes are initiated, and spinal cord, where damage is revealed as motor and sensory deficits. We used a RiboTag strategy to characterize ribosome-bound mRNA only in microglia without incurring possible transcriptional changes after cell isolation. Brain and spinal cord samples clustered separately at both stages of EAE, indicating regional heterogeneity. Differences in gene expression were observed in the brain and spinal cord of pre-onset and symptomatic animals with most profound effects in the spinal cord of symptomatic animals. Canonical pathway analysis revealed changes in neuroinflammatory pathways, immune functions and enhanced cell division in both pre-onset and symptomatic brain and spinal cord. We also observed a continuum of many pathways at pre-onset stage that continue into the symptomatic stage of EAE. Our results provide additional evidence of regional and temporal heterogeneity in microglial gene expression patterns that may help in understanding mechanisms underlying various symptomology in MS.


Subject(s)
Encephalomyelitis, Autoimmune, Experimental/metabolism , Multiple Sclerosis/metabolism , Animals , Base Sequence , Female , Fluorescent Antibody Technique , Mice , Microglia , RNA, Messenger/metabolism , Synaptic Transmission/physiology , Transcriptome/genetics
9.
Brief Bioinform ; 22(5)2021 09 02.
Article in English | MEDLINE | ID: mdl-33483726

ABSTRACT

Extended turnaround times and large economic costs hinder the usage of currently applied screening methods for bacterial pathogen identification (ID) and antimicrobial susceptibility testing. This review provides an overview of current detection methods and their usage in a clinical setting. Issues of timeliness and cost could soon be circumvented, however, with the emergence of detection methods involving single molecule sequencing technology. In the context of bringing diagnostics closer to the point of care, we examine the current state of Oxford Nanopore Technologies (ONT) products and their interaction with third-party software/databases to assess their capabilities for ID and antimicrobial resistance (AMR) prediction. We outline and discuss a potential diagnostic workflow, enumerating (1) rapid sample prep kits, (2) ONT hardware/software and (3) third-party software and databases to improve the cost, accuracy and turnaround times for ID and AMR. Multiple studies across a range of infection types support that the speed and accuracy of ONT sequencing is now such that established ID and AMR prediction tools can be used on its outputs, and so it can be harnessed for near real time, close to the point-of-care diagnostics in common clinical circumstances.


Subject(s)
Bacteria/genetics , Bacterial Infections/diagnosis , High-Throughput Nucleotide Sequencing/methods , Nanopore Sequencing/methods , RNA, Ribosomal, 16S/genetics , RNA, Ribosomal, 23S/genetics , Anti-Bacterial Agents/pharmacology , Bacteria/classification , Bacteria/drug effects , Bacteria/growth & development , Bacterial Infections/drug therapy , Bacterial Infections/microbiology , Drug Resistance, Bacterial/genetics , Humans , Microbial Sensitivity Tests , Point-of-Care Testing , Software
10.
Appl Physiol Nutr Metab ; 46(5): 485-493, 2021 May.
Article in English | MEDLINE | ID: mdl-33186056

ABSTRACT

Although the mechanisms are unclear, inflammation and/or lipotoxicity likely contribute to obese muscle pathology. The immunoproteasome is known to respond to inflammation and oxidative damage and may aid muscle regeneration. We sought to determine whether diet-induced obesity (DIO) influences the immunoproteasome subunits LMP7 and MECL-1 in mouse muscle with and without exercise-induced muscle damage (EIMD). Muscle mass, regeneration, macrophage content and lipid peroxidation (8-isoprostane) were also assessed. Sixty male, 4-week-old C57BL/6J mice were fed a high-fat (HFD) or low-fat diet for 12 weeks. Mice were then subdivided into EIMD or no muscle damage (NMD) groups. The gastrocnemius muscle was excised 1 or 5 days after EIMD, producing 6 groups (n = 10/group). Body mass was greater; however, relative gastrocnemius mass was lower in HFD-fed mice. Despite no macrophage or MECL-1 alterations, LMP7 and 8-isoprostane were increased in obese mice in the NMD and 1 day post-EIMD groups. However, 8-isoprostane was reduced in obese mice 5 days post-EIMD, and accompanied by increased muscle LMP7, MECL-1 and macrophage content. Consequently, DIO may impair the immunoproteasome's ability to control muscle lipid peroxidation but is reversed with eccentric exercise. Although muscle regeneration was unchanged, immunoproteasome dysregulation occurs in obese muscle and may contribute to muscle pathology. Novelty: DIO may impair the intramuscular immunoproteasome response to lipid peroxidation. Acute eccentric exercise may protect obese individuals from muscle lipotoxicity via immunoproteasome upregulation.


Subject(s)
Lipid Peroxidation , Muscle, Skeletal/metabolism , Obesity/metabolism , Physical Conditioning, Animal/physiology , Proteasome Endopeptidase Complex/metabolism , Animals , Diet, High-Fat , Dinoprost/analogs & derivatives , Dinoprost/metabolism , Disease Models, Animal , Mice, Inbred C57BL , Mice, Obese , Obesity/immunology , Up-Regulation
11.
Commun Biol ; 3(1): 492, 2020 09 07.
Article in English | MEDLINE | ID: mdl-32895477

ABSTRACT

Due to their ability to standardize key physiological parameters, stirred suspension bioreactors can potentially scale the production of quality-controlled pluripotent stem cells (PSCs) for cell therapy application. Because of differences in bioreactor expansion efficiency between mouse (m) and human (h) PSCs, we investigated if conversion of hPSCs, from the conventional "primed" pluripotent state towards the "naïve" state prevalent in mPSCs, could be used to enhance hPSC production. Through transcriptomic enrichment of mechano-sensing signaling, the expression of epigenetic regulators, metabolomics, and cell-surface protein marker analyses, we show that the stirred suspension bioreactor environment helps maintain a naïve-like pluripotent state. Our research corroborates that converting hPSCs towards a naïve state enhances hPSC manufacturing and indicates a potentially important role for the stirred suspension bioreactor's mechanical environment in maintaining naïve-like pluripotency.


Subject(s)
Bioreactors , Pluripotent Stem Cells/cytology , Animals , Biomarkers/metabolism , Cell Aggregation , Cell Lineage , Cell Proliferation , Cells, Cultured , Chromosomes, Human/metabolism , Down-Regulation/genetics , Epigenesis, Genetic , Humans , Metabolome , Metabolomics , Mice, SCID , Pluripotent Stem Cells/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Suspensions , Transcriptome/genetics , X Chromosome Inactivation/genetics
12.
Nat Commun ; 10(1): 4230, 2019 09 17.
Article in English | MEDLINE | ID: mdl-31530813

ABSTRACT

In alkaline soda lakes, concentrated dissolved carbonates establish productive phototrophic microbial mats. Here we show how microbial phototrophs and autotrophs contribute to this exceptional productivity. Amplicon and shotgun DNA sequencing data of microbial mats from four Canadian soda lakes indicate the presence of > 2,000 species of Bacteria and Eukaryotes. We recover metagenome-assembled-genomes for a core microbiome of < 100 abundant bacteria, present in all four lakes. Most of these are related to microbes previously detected in sediments of Asian alkaline lakes, showing that common selection principles drive community assembly from a globally distributed reservoir of alkaliphile biodiversity. Detection of > 7,000 proteins show how phototrophic populations allocate resources to specific processes and occupy complementary niches. Carbon fixation proceeds by the Calvin-Benson-Bassham cycle, in Cyanobacteria, Gammaproteobacteria, and, surprisingly, Gemmatimonadetes. Our study provides insight into soda lake ecology, as well as a template to guide efforts to engineer biotechnology for carbon dioxide conversion.


Subject(s)
Bacteria/isolation & purification , Lakes/microbiology , Microbiota , Phylogeny , Alkalies/analysis , Autotrophic Processes , Bacteria/classification , Bacteria/genetics , Bacteria/radiation effects , Biodiversity , Canada , Carbon Cycle , Lakes/chemistry , Light , Phototrophic Processes , Sulfur/metabolism
13.
JACC Basic Transl Sci ; 4(2): 204-221, 2019 Apr.
Article in English | MEDLINE | ID: mdl-31061923

ABSTRACT

Nuclear envelope proteins have been shown to play an important role in the pathogenesis of inherited dilated cardiomyopathy. Here, we present a remarkable cardiac phenotype caused by a homozygous LEMD2 mutation in patients of the Hutterite population with juvenile cataract. Mutation carriers develop arrhythmic cardiomyopathy with mild impairment of left ventricular systolic function but severe ventricular arrhythmias leading to sudden cardiac death. Affected cardiac tissue from a deceased patient and fibroblasts exhibit elongated nuclei with abnormal condensed heterochromatin at the periphery. The patient fibroblasts demonstrate cellular senescence and reduced proliferation capacity, which may suggest an involvement of LEM domain containing protein 2 in chromatin remodeling processes and premature aging.

14.
Oncotarget ; 10(33): 3129-3143, 2019 May 03.
Article in English | MEDLINE | ID: mdl-31139325

ABSTRACT

Microglia and macrophages are the largest component of the inflammatory infiltrate in glioblastoma (GBM). However, whether there are differences in their representation and activity in the prognostically-favorable isocitrate dehydrogenase (IDH)-mutated compared to -wild type GBMs is unknown. Studies on human specimens of untreated IDH-mutant GBMs are rare given they comprise 10% of all GBMs and often present at lower grades, receiving treatments prior to dedifferentiation that can drastically alter microglia and macrophage phenotypes. We were able to obtain large samples of four previously untreated IDH-mutant GBM. Using flow cytometry, immunofluorescence techniques with automated segmentation protocols that quantify at the individual-cell level, and comparison between single-cell RNA-sequencing (scRNA-seq) databases of human GBM, we discerned dissimilarities between GBM-associated microglia and macrophages (GAMMs) in IDH-mutant and -wild type GBMs. We found there are significantly fewer GAMM in IDH-mutant GBMs, but they are more pro-inflammatory, suggesting this contributes to the better prognosis of these tumors. Our pro-inflammatory score which combines the expression of inflammatory markers (CD68/HLA-A, -B, -C/TNF/CD163/IL10/TGFB2), Iba1 intensity, and GAMM surface area also indicates that more pro-inflammatory GAMMs are associated with longer overall survival independent of IDH status. Interrogation of scRNA-seq databases demonstrates microglia in IDH-mutants are mainly pro-inflammatory, while anti-inflammatory macrophages that upregulate genes such as FCER1G and TYROBP predominate in IDH-wild type GBM. Taken together, these observations are the first head-to-head comparison of GAMMs in treatment-naïve IDH-mutant versus -wild type GBMs. Our findings highlight biological disparities in the innate immune microenvironment related to IDH prognosis that can be exploited for therapeutic purposes.

15.
BMC Med Genomics ; 12(1): 29, 2019 01 31.
Article in English | MEDLINE | ID: mdl-30704470

ABSTRACT

BACKGROUND: Glucocorticoids act on the glucocorticoid receptor (GR; NR3C1) to resolve inflammation and, as inhaled corticosteroids (ICS), are the cornerstone of treatment for asthma. However, reduced efficacy in severe disease or exacerbations indicates a need to improve ICS actions. METHODS: Glucocorticoid-driven transcriptomes were compared using PrimeView microarrays between primary human bronchial epithelial (HBE) cells and the model cell lines, pulmonary type II A549 and bronchial epithelial BEAS-2B cells. RESULTS: In BEAS-2B cells, budesonide induced (≥2-fold, P ≤ 0.05) or, in a more delayed fashion, repressed (≤0.5-fold, P ≤ 0.05) the expression of 63, 133, 240, and 257 or 15, 56, 236, and 344 mRNAs at 1, 2, 6, and 18 h, respectively. Within the early-induced mRNAs were multiple transcriptional activators and repressors, thereby providing mechanisms for the subsequent modulation of gene expression. Using the above criteria, 17 (BCL6, BIRC3, CEBPD, ERRFI1, FBXL16, FKBP5, GADD45B, IRS2, KLF9, PDK4, PER1, RGCC, RGS2, SEC14L2, SLC16A12, TFCP2L1, TSC22D3) induced and 8 (ARL4C, FLRT2, IER3, IL11, PLAUR, SEMA3A, SLC4A7, SOX9) repressed mRNAs were common between A549, BEAS-2B and HBE cells at 6 h. As absolute gene expression change showed greater commonality, lowering the cut-off (≥1.25 or ≤ 0.8-fold) within these groups produced 93 induced and 82 repressed genes in common. Since large changes in few mRNAs and/or small changes in many mRNAs may drive function, gene ontology (GO)/pathway analyses were performed using both stringency criteria. Budesonide-induced genes showed GO term enrichment for positive and negative regulation of transcription, signaling, proliferation, apoptosis, and movement, as well as FOXO and PI3K-Akt signaling pathways. Repressed genes were enriched for inflammatory signaling pathways (TNF, NF-κB) and GO terms for cytokine activity, chemotaxis and cell signaling. Reduced growth factor expression and effects on proliferation and apoptosis were highlighted. CONCLUSIONS: While glucocorticoids repress mRNAs associated with inflammation, prior induction of transcriptional activators and repressors may explain longer-term responses to these agents. Furthermore, positive and negative effects on signaling, proliferation, migration and apoptosis were revealed. Since many such gene expression changes occurred in human airways post-ICS inhalation, the effects observed in cell lines and primary HBE cells in vitro may be relevant to ICS in vivo.


Subject(s)
Bronchi/cytology , Epithelial Cells/drug effects , Epithelial Cells/metabolism , Glucocorticoids/pharmacology , Transcriptome/drug effects , A549 Cells , Budesonide/pharmacology , Dose-Response Relationship, Drug , Gene Ontology , Humans , Kinetics
16.
J Pediatr ; 202: 226-230, 2018 11.
Article in English | MEDLINE | ID: mdl-30072137

ABSTRACT

OBJECTIVE: To assess the effects of muscle strength, as determined by grip strength, on changes in health status in adolescents. STUDY DESIGN: Risk variables included excess body fat, elevated fasting glucose, high blood pressure, elevated serum triglycerides, and low high-density lipoprotein cholesterol. Multinomial logistic regression was used to quantify the odds of experiencing health maintenance (no risk factors identified at either time point) or health improvement (presence of ≥1 baseline risk factor and fewer or no risk factors at follow-up) over a 2-year period. The primary exposure variable was grip strength normalized by body mass (normalized grip strength [NGS]), and previous cut-offs were used to determine whether adolescents were weak or strong. RESULTS: Adolescents who had low NGSs had a significantly greater prevalence of health decline or poor health persistence as compared with those who were strong (boys: 60.2% vs 15.3%; girls: 51% vs 21.9%; all P < .001). Moreover, adolescents who were strong had an increased adjusted odds for health maintenance (OR 3.54; 95% CI 1.80-6.97) and health improvement (OR 1.30; 95% CI 1.05-1.60), even after we adjusted for baseline fat-free mass index, cardiorespiratory fitness, and objectively measured physical activity. CONCLUSIONS: Greater NGS is associated with longitudinal health maintenance and health improvements in adolescents. Low NGS could be used as a prognostic indicator of cardiometabolic risk and to identify adolescents who would benefit most from lifestyle interventions to improve muscular fitness.


Subject(s)
Adolescent Health/standards , Cardiorespiratory Fitness/physiology , Exercise/physiology , Hand Strength/physiology , Muscle Strength Dynamometer , Adolescent , Adolescent Health/trends , Cross-Sectional Studies , Female , Humans , Life Style , Logistic Models , Longitudinal Studies , Male , Multivariate Analysis , Muscle Strength/physiology , Physical Fitness/physiology , Predictive Value of Tests , Risk Factors , Sex Factors , United States
17.
Pediatr Res ; 84(4): 537-544, 2018 10.
Article in English | MEDLINE | ID: mdl-29967522

ABSTRACT

BACKGROUND: Maternal nutrient restriction (MNR) is a widespread cause of fetal growth restriction (FGR), an independent predictor of heart disease and cardiovascular mortality. Our objective was to examine the developmental and long-term impact of MNR-induced FGR on cardiac structure in a model that closely mimics human development. METHODS: A reduction in total caloric intake spanning pregestation through to lactation in guinea pig sows was used to induce FGR. Proliferation, differentiation, and apoptosis of cardiomyocytes were assessed in late-gestation fetal, neonatal, and adult guinea pig hearts. Proteomic analysis and pathway enrichment were performed on fetal hearts. RESULTS: Cardiomyocyte proliferation and the number of mononucleated cells were enhanced in the MNR-FGR fetal and neonatal heart, suggesting a delay in cardiomyocyte differentiation. In fetal hearts of MNR-FGR animals, apoptosis was markedly elevated and the total number of cardiomyocytes reduced, the latter remaining so throughout neonatal and into adult life. A reduction in total cardiomyocyte number in adult MNR-FGR hearts was accompanied by exaggerated hypertrophy and a disorganized architecture. Pathway analysis identified genes related to cell proliferation, differentiation, and survival. CONCLUSIONS: FGR influences cardiomyocyte development during critical windows of development, leading to a permanent deficiency in cardiomyocyte number and compensatory hypertrophy in a rodent model that recapitulates human development.


Subject(s)
Disease Models, Animal , Fetal Growth Retardation/etiology , Fetal Growth Retardation/physiopathology , Fetal Heart/physiopathology , Maternal Nutritional Physiological Phenomena , Animals , Apoptosis , Caloric Restriction , Cell Differentiation , Cell Proliferation , Female , Gestational Age , Guinea Pigs , Humans , Male , Mice , Myocytes, Cardiac/cytology , Pregnancy , Pregnancy, Animal , Prenatal Exposure Delayed Effects , Proteomics/methods
18.
Appl Physiol Nutr Metab ; 43(2): 187-193, 2018 Feb.
Article in English | MEDLINE | ID: mdl-29035695

ABSTRACT

Local inflammation in obese adipose tissue has been shown to contribute to insulin resistance; however, the role of macrophage infiltration within skeletal muscle is still debatable. This study aimed to evaluate the association of skeletal muscle macrophage gene expression with adiposity levels and insulin sensitivity in obese patients. Twenty-two nondiabetic obese patients and 23 healthy lean controls were included. Obese patients underwent a 3-month weight loss intervention. Macrophage gene expression in skeletal muscle (quantitative real-time polymerase chain reaction), body composition (dual-energy X-ray absorptiometry), and insulin sensitivity (homeostatic model assessment (HOMA) and oral glucose tolerance test) were compared between groups and their associations were analyzed. To validate skeletal muscle findings, we repeated the analyses with macrophage gene expression in adipose tissue. Expression levels of macrophage genes (CD68, CD11b, CD206, CD16, CD40, and CD163) were lower in skeletal muscle tissue of obese versus lean participants. Macrophage gene expression was also found to be inversely associated with adiposity, fasting insulin, and HOMA (r = -0.4 ∼ -0.6, p < 0.05), as well as positively associated with insulin sensitivity (r = 0.4 ∼ 0.8, p < 0.05). On the other hand, adipose tissue macrophage gene expression showed higher levels in obese versus lean participants, presenting a positive association with adiposity levels. Macrophage gene expression, in both skeletal and adipose tissue samples, was only minimally affected by the weight loss intervention. In contrast with the established positive relationship between adiposity and macrophage gene expression, an unexpected inverse correlation between these 2 variables was observed in skeletal muscle tissue. Additionally, muscle macrophage gene expression was inversely correlated with insulin resistance.


Subject(s)
Adiposity , Insulin Resistance , Macrophages/metabolism , Muscle, Skeletal/physiology , Absorptiometry, Photon , Adult , Antigens, CD/genetics , Antigens, CD/metabolism , Antigens, Differentiation, Myelomonocytic/genetics , Antigens, Differentiation, Myelomonocytic/metabolism , Body Composition , CD11b Antigen/genetics , CD11b Antigen/metabolism , Case-Control Studies , Female , GPI-Linked Proteins/genetics , GPI-Linked Proteins/metabolism , Glucose Tolerance Test , Health Behavior , Health Education , Humans , Insulin , Life Style , Male , Middle Aged , Obesity/genetics , Obesity/therapy , Receptors, Cell Surface/genetics , Receptors, Cell Surface/metabolism , Receptors, IgG/genetics , Receptors, IgG/metabolism , Weight Reduction Programs
19.
J Pediatr ; 190: 38-42, 2017 11.
Article in English | MEDLINE | ID: mdl-28912051

ABSTRACT

OBJECTIVE: To determine the number of coronary artery disease risk factors and the individual coronary artery disease risk factors that have a negative influence on carotid intima-media thickness in children. STUDY DESIGN: One hundred and nineteen children (mean age 10.51 ± 0.52 years; 51% female) participated. Each subject was assessed for carotid intima-media thickness, total cholesterol, high-density lipoprotein cholesterol (HDL-C), glucose, body mass index (BMI), and resting blood pressure. Surveys assessed family history of cardiovascular disease, and physical activity. Ultrasound assessment was completed on the right and left common carotid arteries. Statistical analyses included the t test, χ2 test, one-way ANOVA, and stepwise regression. RESULTS: An increase in carotid intima-media thickness was observed with 2 vs 0 coronary artery disease risk factors for left carotid intima-media thickness (P < .001). With 3+ vs 0 coronary artery disease risk factors, increases in left (P < .001) and combined left and right carotid intima-media thickness (P < .05) were observed. BMI independently predicted carotid intima-media thickness (r = 0.410; P < .01), but HDL-C did not. However, HDL-C was significantly inversely related to BMI (r = -0.534; P < .01). Combining BMI and HDL-C provided the strongest prediction of carotid intima-media thickness (r = 0.451; adjusted R2 = 0.190). Compared with children with a healthy and overweight BMI, children in the obese category had greater right (P < .00), left (P < .001), and combined right and left carotid intima-media thickness (P < .001). CONCLUSIONS: Carotid intima-media thickness is negatively influenced by 2+ coronary artery disease risk factors. Weight status appears to have the greatest negative impact on carotid intima-media thickness in children. These findings support the need for strategies to lower BMI in children.


Subject(s)
Carotid Intima-Media Thickness , Coronary Artery Disease/etiology , Blood Glucose/analysis , Blood Pressure , Body Mass Index , Carotid Arteries/diagnostic imaging , Child , Female , Humans , Lipids/blood , Male , Risk Factors , Surveys and Questionnaires
20.
J Am Coll Nutr ; 36(4): 295-305, 2017.
Article in English | MEDLINE | ID: mdl-28443785

ABSTRACT

BACKGROUND: High-protein diets have been shown to improve body composition through alterations in satiety, muscle protein synthesis, and the thermic effect of food. AIM: Given these findings, the purpose of this review is to discuss the integration of the specific hormonal and metabolic effects of high-protein diets following both acute and long-term usage, especially with regard to body composition. METHODS: Full-text articles were obtained through PubMed by using the terms "high-protein diet and body composition," "high-protein diet and exercise," "high-protein diet risk," "high-protein diet side effects," "protein quality PDCAAS," "RDA for protein," and "daily protein recommendation." Articles were initially screened according to their title and abstract; careful evaluation of the full manuscripts was then used to identify relevant articles. RESULTS: The higher satiety exerted by high-protein diets is generated through increments in anorexigenic, as well as decrements in orexigenic hormones. Improvements in muscle mass are achieved by activation of muscle protein synthesis acting through the mTOR pathway. High thermic effect of food is caused due to necessary deamination, gluconeogenesis, and urea synthesis caused by high-protein diets. Interestingly, high-protein diets in both hypo- and normocaloric conditions have shown to improve body composition, whereas in combination with hypercaloric conditions does not seem to increase fat mass, when the excess energy comes from protein. CONCLUSIONS: High protein diets effectively improve body composition by acting through different pathways.


Subject(s)
Adaptation, Physiological/drug effects , Body Composition/drug effects , Diet, High-Protein , Dietary Proteins/administration & dosage , Energy Metabolism/physiology , Exercise/physiology , Humans
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