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1.
J Comput Biol ; 22(10): 930-9, 2015 Oct.
Article in English | MEDLINE | ID: mdl-25973672

ABSTRACT

Here we show how one can decompose the contribution of different levels of taxonomic classification in terms of their impact on differences in the microbiota when comparing two groups. First we demonstrate a difficulty in trying to estimate taxonomic effects at multiple levels simultaneously and demonstrate an approach to determining which taxa have differences in means that are identified. We then develop a model based on an approach that is popular in the RNA-Seq analysis literature and apply it to the problem of determining which taxa differ between two patient groups. This model provides a more powerful method than simpler alternatives. A Bayesian computational strategy is used to obtain exact inference. Simulation studies indicate that the procedure works as intended, and an application to the study of COPD demonstrates the method's practical utility. Software is provided for implementing the method.


Subject(s)
Microbiota/genetics , Phylogeny , Sequence Analysis, RNA/methods , Bayes Theorem , Computer Simulation , Humans , Models, Genetic , Pulmonary Disease, Chronic Obstructive/microbiology , Software
2.
Cell Mol Gastroenterol Hepatol ; 1(1): 55-74.e1, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25729764

ABSTRACT

BACKGROUND AND AIMS: Cathelicidin (LL-37 in human and mCRAMP in mice) represents a family of endogenous antimicrobial peptides with anti-inflammatory effects. LL-37 also suppresses collagen synthesis, an important fibrotic response, in dermal fibroblasts. Here we determined whether exogenous cathelicidin administration modulates intestinal fibrosis in two animal models of intestinal inflammation and in human colonic fibroblasts. METHODS: C57BL/6J mice (n=6 per group) were administered intracolonically with a trinitrobenzene sulphonic acid (TNBS) enema to induce chronic (6-7 weeks) colitis with fibrosis. mCRAMP peptide (5 mg/kg every 3 day, week 5-7) or cathelicidin gene (Camp)-expressing lentivirus (107 infectious units week 4) were administered intracolonically or intravenously, respectively. 129Sv/J mice were infected with Salmonella typhimurium orally to induce cecal inflammation with fibrosis. Camp expressing lentivirus (107 infectious units day 11) was administered intravenously. RESULTS: TNBS-induced chronic colitis was associated with increased colonic collagen (col1a2) mRNA expression. Intracolonic cathelicidin (mCRAMP peptide) administration or intravenous delivery of lentivirus-overexpressing cathelicidin gene significantly reduced colonic col1a2 mRNA expression in TNBS-exposed mice, compared to vehicle administration. Salmonella infection also caused increased cecal inflammation associated with collagen (col1a2) mRNA expression that was prevented by intravenous delivery of Camp-expressing lentivirus. Exposure of human primary intestinal fibroblasts and human colonic CCD-18Co fibroblasts to transforming growth factor-beta1 (TGF-beta1) and/or insulin-like growth factor 1 induced collagen protein and mRNA expression, that was reduced by LL-37 (3-5 µM) through a MAP kinase-dependent mechanism. CONCLUSION: Cathelicidin can reverse intestinal fibrosis by directly inhibiting collagen synthesis in colonic fibroblasts.

3.
Dev Med Child Neurol ; 52(10): 901-7, 2010 Oct.
Article in English | MEDLINE | ID: mdl-20561004

ABSTRACT

Subacute sclerosing panencephalitis (SSPE) is a chronic encephalitis occurring after infection with measles virus. The prevalence of the disease varies depending on uptake of measles vaccination, with the virus disproportionally affecting regions with low vaccination rates. The physiopathology of the disease is not fully understood; however, there is evidence that it involves factors that favour humoral over cellular immune response against the virus. As a result, the virus is able to infect the neurons and to survive in a latent form for years. The clinical manifestations occur, on average, 6 years after measles virus infection. The onset of SSPE is insidious, and psychiatric manifestations are prominent. Subsequently, myoclonic seizures usually lead to a final stage of akinetic mutism. The diagnosis is clinical, supported by periodic complexes on electroencephalography, brain imaging suggestive of demyelination, and immunological evidence of measles infection. Management of the disease includes seizure control and avoidance of secondary complications associated with the progressive disability. Trials of treatment with interferon, ribavirin, and isoprinosine using different methodologies have reported beneficial results. However, the disease shows relentless progression; only 5% of individuals with SSPE undergo spontaneous remission, with the remaining 95% dying within 5 years of diagnosis.


Subject(s)
Antiviral Agents/therapeutic use , Brain/pathology , Brain/virology , Measles virus/isolation & purification , Measles/complications , Subacute Sclerosing Panencephalitis , Antibodies, Viral/isolation & purification , Apoptosis , Brain/physiopathology , Demyelinating Diseases/virology , Disease Progression , Drug Therapy, Combination , Electroencephalography , Epilepsies, Myoclonic/virology , Female , Gliosis/virology , Humans , Inosine Pranobex/therapeutic use , Interferon-alpha/therapeutic use , Magnetic Resonance Imaging , Male , Measles Vaccine/administration & dosage , Measles virus/immunology , Ribavirin/therapeutic use , Severity of Illness Index , Sex Factors , Subacute Sclerosing Panencephalitis/cerebrospinal fluid , Subacute Sclerosing Panencephalitis/diagnosis , Subacute Sclerosing Panencephalitis/drug therapy , Subacute Sclerosing Panencephalitis/epidemiology , Subacute Sclerosing Panencephalitis/prevention & control , Subacute Sclerosing Panencephalitis/virology , Time Factors , Virion/drug effects
4.
Dement Geriatr Cogn Disord ; 21(5-6): 309-15, 2006.
Article in English | MEDLINE | ID: mdl-16490966

ABSTRACT

There has been increasing interest in determining whether amnestic, nonamnestic and multiple-domain subtypes of mild cognitive impairment (MCI) reflect different disease etiologies. In this study, we examined the extent to which cognitive profiles of nondemented patients with MCI diagnosed with prodromal Alzheimer's disease (AD) differed from those MCI patients diagnosed with vascular disease. We also compared these diagnostic groups to mildly demented patients diagnosed with AD and normal elderly controls. Results indicate that a majority of both MCI-AD and MCI-vascular patients experienced amnestic features and that multiple-domain was the most common presentation. MCI-AD and MCI-vascular groups did not differ on neuropsychological measures tapping memory, language, visuospatial skills/praxis or executive function. Further both MCI groups could be distinguished from dementia patients with regards to performance on measures of memory but not on non-memory measures. Considerable variability was observed in the degree of memory impairment among MCI patients with scores as much as 6 standard deviations below expected mean values. MCI-AD and MCI-vascular patients frequently exhibit both common and overlapping amnestic and nonamnestic features. The implication of these findings for future clinical research is discussed.


Subject(s)
Alzheimer Disease , Cognition Disorders/diagnosis , Cognition Disorders/epidemiology , Aged , Aged, 80 and over , Alzheimer Disease/diagnosis , Alzheimer Disease/epidemiology , Alzheimer Disease/etiology , Cerebrovascular Disorders/complications , Cerebrovascular Disorders/epidemiology , Female , Humans , Male , Neuropsychological Tests , Prevalence , Severity of Illness Index
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