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1.
Aging (Albany NY) ; 16(2): 1002-1020, 2024 Jan 26.
Article in English | MEDLINE | ID: mdl-38285616

ABSTRACT

Changes in DNA methylation with age are observed across the tree of life. The stereotypical nature of these changes can be modeled to produce epigenetic clocks capable of predicting chronological age with unprecedented accuracy. Despite the predictive ability of epigenetic clocks and their utility as biomarkers in clinical applications, the underlying processes that produce clock signals are not fully resolved, which limits their interpretability. Here, we develop a computational approach to spatially resolve the within read variability or "disorder" in DNA methylation patterns and test if age-associated changes in DNA methylation disorder underlie signals comprising epigenetic clocks. We find that epigenetic clock loci are enriched in regions that both accumulate and lose disorder with age, suggesting a link between DNA methylation disorder and epigenetic clocks. We then develop epigenetic clocks that are based on regional disorder of DNA methylation patterns and compare their performance to other epigenetic clocks by investigating the influences of development, lifespan interventions, and cellular dedifferentiation. We identify common responses as well as critical differences between canonical epigenetic clocks and those based on regional disorder, demonstrating a fundamental decoupling of epigenetic aging processes. Collectively, we identify key linkages between epigenetic disorder and epigenetic clocks and demonstrate the multifaceted nature of epigenetic aging in which stochastic processes occurring at non-random loci produce predictable outcomes.


Subject(s)
Epigenesis, Genetic , Longevity , Longevity/genetics , DNA Methylation , Epigenomics
2.
Nat Commun ; 14(1): 7731, 2023 Nov 25.
Article in English | MEDLINE | ID: mdl-38007590

ABSTRACT

Epigenetic drift or "disorder" increases across the mouse lifespan and is suggested to underlie epigenetic clock signals. While the role of epigenetic drift in determining maximum lifespan across species has been debated, robust tests of this hypothesis are lacking. Here, we test if epigenetic disorder at various levels of genomic resolution explains maximum lifespan across four mammal species. We show that epigenetic disorder increases with age in all species and at all levels of genomic resolution tested. The rate of disorder accumulation occurs faster in shorter lived species and corresponds to species adjusted maximum lifespan. While the density of cytosine-phosphate-guanine dinucleotides ("CpGs") is negatively associated with the rate of age-associated disorder accumulation, it does not fully explain differences across species. Our findings support the hypothesis that the rate of epigenetic drift explains maximum lifespan and provide partial support for the hypothesis that CpG density buffers against epigenetic drift.


Subject(s)
Epigenesis, Genetic , Longevity , Animals , Mice , Longevity/genetics , DNA Methylation/genetics , CpG Islands/genetics , Mammals/genetics , Aging/genetics
3.
Ann Behav Med ; 56(9): 900-908, 2022 08 30.
Article in English | MEDLINE | ID: mdl-36039526

ABSTRACT

BACKGROUND: Social genomics has demonstrated altered inflammatory and type I interferon (IFN) gene expression among people experiencing chronic social adversity. Adverse social experiences such as discrimination and violence are linked to stimulant misuse and HIV, conditions that dysregulate inflammatory and innate antiviral responses, leading to increased HIV viral replication and risk of chronic diseases. PURPOSE: We aimed to determine whether methamphetamine (MA) use, unsuppressed HIV viral load (VL) (≥200 c/mL), and experienced intimate partner violence (IPV) (past 12 months) predicted inflammatory and type I IFN gene expression in HIV-positive Black and Latinx men who have sex with men (MSM). METHODS: Participants were 147 HIV-positive Black and Latinx MSM recruited from the mSTUDY, a cohort of 561 MSM aged 18-45 in Los Angeles, CA, of whom half are HIV-positive and substance-using. Transcriptomic measures of inflammatory and type I IFN activity were derived from RNA sequencing of peripheral blood mononuclear cells and matched to urine drug tests, VL, and survey data across two time points 12 months apart. Analysis used linear random intercept modeling of MA use, unsuppressed VL, and experienced IPV on inflammatory and type I IFN expression. RESULTS: In adjusted models, MA use predicted 27% upregulated inflammatory and 31% upregulated type I IFN expression; unsuppressed VL predicted 84% upregulated type I IFN but not inflammatory expression; and experienced IPV predicted 31% upregulated inflammatory and 26% upregulated type I IFN expression. CONCLUSIONS: In Black and Latinx MSM with HIV, MA use, unsuppressed VL, and experienced IPV predicted upregulated social genomic markers of immune functioning.


Subject(s)
HIV Infections , Methamphetamine , Sexual and Gender Minorities , Genomics , Homosexuality, Male , Humans , Leukocytes, Mononuclear , Male , Methamphetamine/adverse effects , Viral Load
4.
Psychiatr Danub ; 30(2): 142-149, 2018 Jun.
Article in English | MEDLINE | ID: mdl-29930223

ABSTRACT

The gabapentinoids gabapentin and pregabalin have been related to addiction citing pharmacovigilance data, some case presentations and increasing reports mainly from methadone maintenance treatment programs or emergency medicine. Most of these reports were based on patients with another current or previous substance use disorder (SUD). According to the ICD-10 dependence criteria, physical dependence (withdrawal symptoms, tolerance) was reported most frequently alongside regular use of gabapentinoids. Far less patients showed key symptoms of behavioral dependence (craving, loss of control, or addictive behavior). Through a literature review, we found 2 and 13 case reports about gabapentionoid-seeking behavior or craving for gabapentin and pregabalin, respectively. Those patients without a history of another SUD, but being behaviorally dependent on gabapentinoids, deemed more appropriate to reflect the true addictive power of these drugs. We found solely 4 such cases, all referring to pregabalin and none for gabapentin. Taking into account that gabapentinoids have become widely distributed and easily obtainable via the internet or black-markets, one would expect many more of these cases, if gabapentinoids had considerable addictive power. Moreover, we are not aware of any patient who sought detoxification treatment owing to the misuse of gabapentinoids. Unlike for traditional psychoactive drugs, there is only very scarce evidence for gabapentinoids to be misused in a long-term manner and to be rewarding and reinforcing in animal experiments. Further, we assessed the hazardous potential of gabapentin and pregabalin in relation to that of traditional substances of abuse. Altogether, we support the view that gabapentinoids are quite rarely addictive in the general population. In patients with a history of SUD, however, gabapentinoids (notably pregabalin) should avoided or, if thought to be beneficial, administered with caution by using a strict prescription and therapy monitoring.


Subject(s)
Amines , Cyclohexanecarboxylic Acids , Pregabalin , Substance-Related Disorders/diagnosis , gamma-Aminobutyric Acid , Adult , Amines/adverse effects , Amines/therapeutic use , Animals , Comorbidity , Craving , Cyclohexanecarboxylic Acids/adverse effects , Cyclohexanecarboxylic Acids/therapeutic use , Gabapentin , Humans , Male , Methadone/adverse effects , Methadone/therapeutic use , Narcotics , Opiate Substitution Treatment , Pregabalin/adverse effects , Pregabalin/therapeutic use , Reward , Substance Withdrawal Syndrome/diagnosis , Substance Withdrawal Syndrome/etiology , Substance-Related Disorders/psychology , gamma-Aminobutyric Acid/adverse effects , gamma-Aminobutyric Acid/therapeutic use
6.
PLoS One ; 3(12): e3923, 2008.
Article in English | MEDLINE | ID: mdl-19079590

ABSTRACT

The spaceflight environment is relevant to conditions encountered by pathogens during the course of infection and induces novel changes in microbial pathogenesis not observed using conventional methods. It is unclear how microbial cells sense spaceflight-associated changes to their growth environment and orchestrate corresponding changes in molecular and physiological phenotypes relevant to the infection process. Here we report that spaceflight-induced increases in Salmonella virulence are regulated by media ion composition, and that phosphate ion is sufficient to alter related pathogenesis responses in a spaceflight analogue model. Using whole genome microarray and proteomic analyses from two independent Space Shuttle missions, we identified evolutionarily conserved molecular pathways in Salmonella that respond to spaceflight under all media compositions tested. Identification of conserved regulatory paradigms opens new avenues to control microbial responses during the infection process and holds promise to provide an improved understanding of human health and disease on Earth.


Subject(s)
Culture Media/chemistry , Gene Expression Regulation, Bacterial , Salmonella/genetics , Salmonella/pathogenicity , Space Flight , Animals , Genes, Bacterial , Ions , Lethal Dose 50 , Mice , Phosphates/metabolism , Proteomics , Reverse Transcriptase Polymerase Chain Reaction , Salmonella/growth & development , Transcription, Genetic
7.
J Neuroimmune Pharmacol ; 2(1): 26-31, 2007 Mar.
Article in English | MEDLINE | ID: mdl-18040823

ABSTRACT

Representative, reproducible, and high-throughput models of human cells and tissues are critical for a meaningful evaluation of host-pathogen interactions and are an essential component of the research developmental pipeline. The most informative infection models-animals, organ explants, and human trials-are not suited for extensive evaluation of pathogenesis mechanisms and screening of candidate drugs. At the other extreme, more cost-effective and accessible infection models such as conventional cell culture and static coculture may not capture physiological and three-dimensional (3-D) aspects of tissue biology that are important in assessing pathogenesis, effectiveness, and cytotoxicity of therapeutics. Our lab has used innovative bioengineering technology to establish biologically meaningful 3-D models of human tissues that recapitulate many aspects of the differentiated structure and function of the parental tissue in vivo, and we have applied these models to study infectious disease. We have established a variety of different 3-D models that are currently being used in infection studies-including small intestine, colon, lung, placenta, bladder, periodontal ligament, and neuronal models. Published work from our lab has shown that our 3-D models respond to infection with bacterial and viral pathogens in ways that reflect the infection process in vivo. By virtue of their physiological relevance, 3-D cell cultures may also hold significant potential as models to provide insight into the neuropathogenesis of HIV infection. Furthermore, the experimental flexibility, reproducibility, cost efficiency, and high-throughput platform afforded by these 3-D models may have important implications for the design and development of drugs with which to effectively treat neurological complications of HIV infection.


Subject(s)
Cell Culture Techniques/methods , Cell Culture Techniques/trends , Drug Design , HIV Infections/drug therapy , HIV Infections/pathology , Host-Pathogen Interactions/immunology , Models, Immunological , Animals , Disease Models, Animal , HIV Infections/virology , Host-Pathogen Interactions/drug effects , Humans
8.
Microbes Infect ; 8(7): 1813-25, 2006 Jun.
Article in English | MEDLINE | ID: mdl-16730210

ABSTRACT

In vitro cell culture models used to study how Salmonella initiates disease at the intestinal epithelium would benefit from the recognition that organs and tissues function in a three-dimensional (3-D) environment and that this spatial context is necessary for development of cultures that more realistically resemble in vivo tissues/organs. Our aim was to establish and characterize biologically meaningful 3-D models of human colonic epithelium and apply them to study the early stages of enteric salmonellosis. The human colonic cell line HT-29 was cultured in 3-D and characterized by immunohistochemistry, histology, and scanning electron microscopy. Wild-type Salmonella typhimurium and an isogenic SPI-1 type three secretion system (TTSS) mutant derivative (invA) were used to compare the interactions with 3-D cells and monolayers in adherence/invasion, tissue pathology, and cytokine expression studies. The results showed that 3-D culture enhanced many characteristics normally associated with fully differentiated, functional intestinal epithelia in vivo, including better organization of junctional, extracellular matrix, and brush-border proteins, and highly localized mucin production. Wild-type Salmonella demonstrated increased adherence, but significantly lower invasion for 3-D cells. Interestingly, the SPI-I TTSS mutant showed wild-type ability to invade into the 3-D cells but did not cause significant structural changes to these cells. Moreover, 3-D cells produced less interleukin-8 before and after Salmonella infection. These results suggest that 3-D cultures of human colonic epithelium provide valuable alternative models to study human enteric salmonellosis with potential for novel insight into Salmonella pathogenesis.


Subject(s)
Cell Culture Techniques , Colon/microbiology , Intestinal Mucosa/microbiology , Organoids/microbiology , Salmonella typhimurium/pathogenicity , Bacterial Adhesion , Colon/cytology , Cytoplasm/microbiology , HT29 Cells , Humans , Immunohistochemistry , Interleukin-8/biosynthesis , Intestinal Mucosa/cytology , Microscopy, Electron, Scanning , Organoids/chemistry , Organoids/cytology , Organoids/ultrastructure , Salmonella typhimurium/growth & development , Salmonella typhimurium/physiology
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