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1.
J Clin Endocrinol Metab ; 109(3): 680-690, 2024 Feb 20.
Article in English | MEDLINE | ID: mdl-37837606

ABSTRACT

CONTEXT: Compared with the relatively benign effects of increased subcutaneous adipose tissue (SAT), increased visceral adipose tissue (VAT) volume is a causal risk factor for hypertension, hyperlipidemia, type 2 diabetes, and cardiovascular disease. In rodents, increased VAT volume and triglyceride density and ectopic lipid accumulation in kidneys and liver have been induced by alterations in the gut microbiome. However, few studies have characterized these relationships in humans. OBJECTIVE: To evaluate the tissue triglyceride content of VAT and SAT, liver, kidneys, and pancreas in male and female adults and assess associations with markers of glucose tolerance, serum insulin, and lipids and characteristics of the gut microbiome. METHODS: Cross-sectional observational study of healthy human adults (n = 60) at a clinical research center. Body mass index (BMI), body composition, and oral glucose tolerance were assessed. Microbiome analysis was conducted on stool samples using 16S rRNA v3 amplicon sequencing. The triglyceride content of VAT, SAT, liver, kidney and pancreas were determined by assessing proton density fat fraction (PDFF) with magnetic resonance imaging (MRI). RESULTS: Higher VAT PDFF and the ratio of VAT to SAT PDFF were related to higher BMI, HbA1c, HOMA-IR, non-high-density lipoprotein cholesterol, plasma triglycerides, low-density lipoprotein (LDL) cholesterol, and lower high-density lipoprotein (HDL) cholesterol. A higher VAT PDFF and VAT to SAT PDFF ratio were associated with lower alpha diversity and altered beta diversity of the gut microbiome. Differences in VAT were associated with higher relative abundance of the phylum Firmicutes, lower relative abundance of the phylum Bacteroidetes, and enrichment of the bacterial genera Dorea, Streptococcus, and Solobacterium. CONCLUSION: VAT PDFF measured with MRI is related to impaired glucose homeostasis, dyslipidemia, and differences in the gut microbiome, independently of the total body fat percentage.


Subject(s)
Diabetes Mellitus, Type 2 , Gastrointestinal Microbiome , Adult , Humans , Male , Female , Intra-Abdominal Fat/diagnostic imaging , Intra-Abdominal Fat/metabolism , Diabetes Mellitus, Type 2/metabolism , Cross-Sectional Studies , RNA, Ribosomal, 16S , Triglycerides , Cholesterol, HDL , Glucose/metabolism , Adipose Tissue
3.
Nat Chem Biol ; 19(11): 1342-1350, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37231267

ABSTRACT

Acinetobacter baumannii is a nosocomial Gram-negative pathogen that often displays multidrug resistance. Discovering new antibiotics against A. baumannii has proven challenging through conventional screening approaches. Fortunately, machine learning methods allow for the rapid exploration of chemical space, increasing the probability of discovering new antibacterial molecules. Here we screened ~7,500 molecules for those that inhibited the growth of A. baumannii in vitro. We trained a neural network with this growth inhibition dataset and performed in silico predictions for structurally new molecules with activity against A. baumannii. Through this approach, we discovered abaucin, an antibacterial compound with narrow-spectrum activity against A. baumannii. Further investigations revealed that abaucin perturbs lipoprotein trafficking through a mechanism involving LolE. Moreover, abaucin could control an A. baumannii infection in a mouse wound model. This work highlights the utility of machine learning in antibiotic discovery and describes a promising lead with targeted activity against a challenging Gram-negative pathogen.


Subject(s)
Acinetobacter baumannii , Deep Learning , Animals , Mice , Anti-Bacterial Agents/pharmacology , Drug Resistance, Multiple, Bacterial , Microbial Sensitivity Tests
5.
Acad Med ; 98(3): 410-419, 2023 03 01.
Article in English | MEDLINE | ID: mdl-36205493

ABSTRACT

PURPOSE: To improve awareness of diversity in MD-PhD program applicants, matriculants, and graduates; facilitators and barriers to matriculation and/or completion among minoritized groups; and the effects of research experience programs on admissions processes aimed to increase representation of minoritized groups in MD-PhD programs. METHOD: The authors conducted a scoping review, searching EMBASE, MEDLINE, PsycINFO, CINAHL, and Web of Science through December 21, 2021, for studies that contained data on the characteristics of MD-PhD learners and initiatives aimed to make the clinician-scientist trainee population more diverse. They excluded studies that had no primary data, were unavailable in English, and were not peer-reviewed. RESULTS: Of 4,369 articles identified, 16 met inclusion criteria. Studies conceptualized diversity inconsistently, including as sex/gender disparities (n = 11), race/ethnicity underrepresentation (n = 9), disability (n = 2), first-generation student (n = 1), visible minority (n = 1), Indigenous population (n = 1), and economic/social disadvantage (n = 1). Potential barriers to entering or continuing in an MD-PhD program among women and underrepresented ethnic minorities included the long program duration and lack of mentorship; potential facilitators included the flexibility of the dual-degree program. Limited data on high school, undergraduate, and postbaccalaureate research experience programs targeting underrepresented minorities suggest that they may help facilitate admission into MD-PhD programs. CONCLUSIONS: The findings of this scoping review suggest that the diversity of MD-PhD students has been conceptualized in unitary, inconsistent terms, without addressing how different dimensions of diversity may intersect and impact MD-PhD admissions. Future studies should be explicit and intentional in defining "diversity" as it relates to their research questions, explore the impact of intersectionality, and systematically identify and address causal facilitators and barriers of entry to and completion of MD-PhD programs among minoritized groups.


Subject(s)
Biomedical Research , Social Group , Humans , Female , Minority Groups , Biomedical Research/education , Students , Ethnicity
6.
Nat Commun ; 13(1): 7617, 2022 12 20.
Article in English | MEDLINE | ID: mdl-36539404

ABSTRACT

Chemicals in food are widely used leading to significant human exposure. Allura Red AC (AR) is a highly common synthetic colorant; however, little is known about its impact on colitis. Here, we show chronic exposure of AR at a dose found in commonly consumed dietary products exacerbates experimental models of colitis in mice. While intermittent exposure is more akin to a typical human exposure, intermittent exposure to AR in mice for 12 weeks, does not influence susceptibility to colitis. However, exposure to AR during early life primes mice to heightened susceptibility to colitis. In addition, chronic exposure to AR induces mild colitis, which is associated with elevated colonic serotonin (5-hydroxytryptamine; 5-HT) levels and impairment of the epithelial barrier function via myosin light chain kinase (MLCK). Importantly, chronic exposure to AR does not influence colitis susceptibility in mice lacking tryptophan hydroxylase 1 (TPH1), the rate limiting enzyme for 5-HT biosynthesis. Cecal transfer of the perturbed gut microbiota by AR exposure worsens colitis severity in the recipient germ-free (GF) mice. Furthermore, chronic AR exposure elevates colonic 5-HT levels in naïve GF mice. Though it remains unknown whether AR has similar effects in humans, our study reveals that chronic long-term exposure to a common synthetic colorant promotes experimental colitis via colonic 5-HT in gut microbiota-dependent and -independent pathway in mice.


Subject(s)
Colitis , Food Coloring Agents , Humans , Animals , Mice , Serotonin/metabolism , Food Coloring Agents/toxicity , Food Coloring Agents/metabolism , Colitis/chemically induced , Colitis/metabolism , Intestines , Colon/metabolism , Mice, Inbred C57BL , Intestinal Mucosa/metabolism , Dextran Sulfate
7.
Cell Rep Med ; 3(9): 100742, 2022 09 20.
Article in English | MEDLINE | ID: mdl-36130480

ABSTRACT

Diets rich in added sugars are associated with metabolic diseases, and studies have shown a link between these pathologies and changes in the microbiome. Given the reported associations in animal models between the microbiome and brown adipose tissue (BAT) function, and the alterations in the microbiome induced by high-glucose or high-fructose diets, we investigated the potential causal link between high-glucose or -fructose diets and BAT dysfunction in humans. Primary outcomes are changes in BAT cold-induced thermogenesis and the fecal microbiome (clinicaltrials.gov, NCT03188835). We show that BAT glucose uptake, but not thermogenesis, is impaired by a high-fructose but not high-glucose diet, in the absence of changes in the gastrointestinal microbiome. We conclude that decreased BAT glucose metabolism occurs earlier than other pathophysiological abnormalities during fructose overconsumption in humans. This is a potential confounding factor for studies relying on 18F-FDG to assess BAT thermogenesis.


Subject(s)
Adipose Tissue, Brown , Gastrointestinal Microbiome , Adipose Tissue, Brown/diagnostic imaging , Animals , Fluorodeoxyglucose F18/metabolism , Fructose/pharmacology , Glucose/metabolism , Humans
8.
Cell Rep Med ; 2(9): 100397, 2021 09 21.
Article in English | MEDLINE | ID: mdl-34622234

ABSTRACT

In rodents, lower brown adipose tissue (BAT) activity is associated with greater liver steatosis and changes in the gut microbiome. However, little is known about these relationships in humans. In adults (n = 60), we assessed hepatic fat and cold-stimulated BAT activity using magnetic resonance imaging and the gut microbiota with 16S sequencing. We transplanted gnotobiotic mice with feces from humans to assess the transferability of BAT activity through the microbiota. Individuals with NAFLD (n = 29) have lower BAT activity than those without, and BAT activity is inversely related to hepatic fat content. BAT activity is not related to the characteristics of the fecal microbiota and is not transmissible through fecal transplantation to mice. Thus, low BAT activity is associated with higher hepatic fat accumulation in human adults, but this does not appear to have been mediated through the gut microbiota.


Subject(s)
Adipose Tissue, Brown/pathology , Gastrointestinal Microbiome , Non-alcoholic Fatty Liver Disease/microbiology , Non-alcoholic Fatty Liver Disease/pathology , Adiposity , Adolescent , Adult , Animals , Cold Temperature , Female , Homeostasis , Humans , Male , Mice, Inbred C57BL , Middle Aged , Multivariate Analysis , Young Adult
9.
Nat Microbiol ; 5(2): 379-390, 2020 02.
Article in English | MEDLINE | ID: mdl-31959969

ABSTRACT

Amplicon sequencing (for example, of the 16S rRNA gene) identifies the presence and relative abundance of microbial community members. However, metagenomic sequencing is needed to identify the genetic content and functional potential of a community. Metagenomics is challenging in samples dominated by host DNA, such as those from the skin, tissue and respiratory tract. Here, we combine advances in amplicon and metagenomic sequencing with culture-enriched molecular profiling to study the human microbiota. Using the cystic fibrosis lung as an example, we cultured an average of 82.13% of the operational taxonomic units representing 99.3% of the relative abundance identified in direct sequencing of sputum samples; importantly, culture enrichment identified 63.3% more operational taxonomic units than direct sequencing. We developed the PLate Coverage Algorithm (PLCA) to determine a representative subset of culture plates on which to conduct culture-enriched metagenomics, resulting in the recovery of greater taxonomic diversity-including of low-abundance taxa-with better metagenome-assembled genomes, longer contigs and better functional annotations when compared to culture-independent methods. The PLCA is also applied as a proof of principle to a previously published gut microbiota dataset. Culture-enriched molecular profiling can be used to better understand the role of the human microbiota in health and disease.


Subject(s)
Cystic Fibrosis/microbiology , Lung/microbiology , Microbiota/genetics , Algorithms , High-Throughput Nucleotide Sequencing , Humans , Metagenome , Metagenomics/methods , Microbiological Techniques , Sequence Analysis, DNA
10.
Sci Rep ; 8(1): 17834, 2018 12 13.
Article in English | MEDLINE | ID: mdl-30546102

ABSTRACT

Cystic fibrosis (CF) is caused by mutations in the cystic fibrosis transmembrane conductance regulator (CFTR) gene. Next to progressive airway disease, CF is also associated with intestinal inflammation and dysbiosis. Ivacaftor, a CFTR potentiator, has improved pulmonary and nutritional status but its effects on the intestinal microbiota and inflammation are unclear. Hence, we assessed the changes on the intestinal microbial communities (16S rRNA variable 3 gene region) and inflammatory markers (calprotectin and M2-pyruvate kinase [M2-PK]) in 16 CF individuals (8 children and 8 adults) before and after (median 6.1 months) ivacaftor. Stool calprotectin significantly decreased following ivacaftor (median [IQR]: 154.4 [102.1-284.2] vs. 87.5 [19.5-190.2] mg/kg, P = 0.03). There was a significant increase in Akkermansia with ivacaftor. Increased abundance of Akkermansia was associated with normal stool M2-PK concentrations, and decreased abundances of Enterobacteriaceae correlated with decreased stool calprotectin concentrations. In summary, changes in the gut microbiome and decrease in intestinal inflammation was associated with Ivacaftor treatment among individuals with CF carrying at least one gating CFTR mutation. Thus, CFTR-modifying therapy may adequately improve the aberrant pathophysiology and milieu of the CF gut to favor a more healthy microbiota, which in turn reduces intestinal inflammation.


Subject(s)
Aminophenols/administration & dosage , Cystic Fibrosis Transmembrane Conductance Regulator , Cystic Fibrosis , Dysbiosis , Gastrointestinal Microbiome/drug effects , Intestinal Diseases , Mutation , Quinolones/administration & dosage , Adolescent , Adult , Child , Child, Preschool , Cystic Fibrosis/drug therapy , Cystic Fibrosis/microbiology , Cystic Fibrosis Transmembrane Conductance Regulator/genetics , Cystic Fibrosis Transmembrane Conductance Regulator/metabolism , Dysbiosis/drug therapy , Dysbiosis/genetics , Dysbiosis/microbiology , Enterobacteriaceae/classification , Enterobacteriaceae/growth & development , Female , Humans , Inflammation/drug therapy , Inflammation/genetics , Inflammation/microbiology , Intestinal Diseases/drug therapy , Intestinal Diseases/genetics , Intestinal Diseases/microbiology , Male , Middle Aged
11.
Dev Cell ; 47(4): 479-493.e7, 2018 11 19.
Article in English | MEDLINE | ID: mdl-30458139

ABSTRACT

While retrograde cargo selection in the Golgi is known to depend on specific signals, it is unknown whether anterograde cargo is sorted, and anterograde signals have not been identified. We suggest here that S-palmitoylation of anterograde cargo at the Golgi membrane interface is an anterograde signal and that it results in concentration in curved regions at the Golgi rims by simple physical chemistry. The rate of transport across the Golgi of two S-palmitoylated membrane proteins is controlled by S-palmitoylation. The bulk of S-palmitoylated proteins in the Golgi behave analogously, as revealed by click chemistry-based fluorescence and electron microscopy. These palmitoylated cargos concentrate in the most highly curved regions of the Golgi membranes, including the fenestrated perimeters of cisternae and associated vesicles. A palmitoylated transmembrane domain behaves similarly in model systems.


Subject(s)
Endoplasmic Reticulum/metabolism , Golgi Apparatus/metabolism , Lipoylation/physiology , Protein Transport/physiology , Biological Transport/physiology , Cells, Cultured , Humans , Intracellular Membranes/metabolism
12.
Ann Am Thorac Soc ; 13(12): 2132-2142, 2016 12.
Article in English | MEDLINE | ID: mdl-27925791

ABSTRACT

RATIONALE: Chronic lung infections are a hallmark of cystic fibrosis; they are responsible for progressive airway destruction and ultimately lead to respiratory death or the requirement for life-saving bilateral lung transplant. Furthermore, recurrent isolation of airway pathogens such as Pseudomonas aeruginosa in the allograft after transplant is associated with adverse outcomes, including bronchiolitis obliterans syndrome and acute infections. Little information exists on the impact of bilateral lung transplant on the lower-airway microbiota. OBJECTIVES: To compare, at a microbiome and single-pathogen level (P. aeruginosa), the bacterial communities in pre- and post-transplant samples. METHODS: We retrospectively accessed our biobank of sputum samples and sputum-derived bacterial pathogens for patients who had matched samples, including those who were clinically stable before transplant, those who had a pulmonary exacerbation before transplant, and those who had pulmonary exacerbation after transplant. We used 16S ribosomal RNA gene sequencing to characterize the lower-airway microbiome of 14 adult transplant patients with cystic fibrosis. Genotyping and phenotyping of P. aeruginosa isolates from 12 of these patients with matched isolates was performed. MEASUREMENTS AND MAIN RESULTS: Although α-diversity (richness and evenness) of patient microbiomes was similar before and after transplant, ß- diversity (core microbiome composition) measures stratified patients evenly into two groups with more similar and more dissimilar communities. P. aeruginosa strains isolated before transplant were found to reemerge in 11 of 12 patients; however, phenotypic variation was observed. CONCLUSIONS: These findings indicate that recolonization by P. aeruginosa after transplant is almost always strain specific, suggesting a within-host source. The polymicrobial colonization of the airways after transplant does not always reflect the pretransplant sputum microbiota.


Subject(s)
Cystic Fibrosis/surgery , Lung Transplantation/adverse effects , Microbiota/genetics , Respiratory System/microbiology , Respiratory Tract Infections/microbiology , Adult , Bronchiolitis Obliterans/etiology , Cystic Fibrosis/microbiology , Female , Genotype , Humans , Male , Middle Aged , Postoperative Complications , Pseudomonas Infections/diagnosis , Pseudomonas aeruginosa/genetics , Pseudomonas aeruginosa/isolation & purification , RNA, Ribosomal, 16S/genetics , Retrospective Studies , Sputum/microbiology
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