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1.
Front Immunol ; 12: 634489, 2021.
Article in English | MEDLINE | ID: mdl-33732256

ABSTRACT

Objective: In people living with HIV (PLHIV), we sought to test the hypothesis that long term anti-retroviral therapy restores the normal T cell repertoire, and investigate the functional relationship of residual repertoire abnormalities to persistent immune system dysregulation. Methods: We conducted a case-control study in PLHIV and HIV-negative volunteers, of circulating T cell receptor repertoires and whole blood transcriptomes by RNA sequencing, complemented by metadata from routinely collected health care records. Results: T cell receptor sequencing revealed persistent abnormalities in the clonal T cell repertoire of PLHIV, characterized by reduced repertoire diversity and oligoclonal T cell expansion correlated with elevated CD8 T cell counts. We found no evidence that these expansions were driven by cytomegalovirus or another common antigen. Increased frequency of long CDR3 sequences and reduced frequency of public sequences among the expanded clones implicated abnormal thymic selection as a contributing factor. These abnormalities in the repertoire correlated with systems level evidence of persistent T cell activation in genome-wide blood transcriptomes. Conclusions: The diversity of T cell receptor repertoires in PLHIV on long term anti-retroviral therapy remains significantly depleted, and skewed by idiosyncratic clones, partly attributable to altered thymic output and associated with T cell mediated chronic immune activation. Further investigation of thymic function and the antigenic drivers of T cell clonal selection in PLHIV are critical to efforts to fully re-establish normal immune function.


Subject(s)
Anti-HIV Agents/therapeutic use , HIV Infections/drug therapy , HIV Long-Term Survivors , Lymphocyte Activation/drug effects , Receptors, Antigen, T-Cell/genetics , T-Lymphocytes/drug effects , Transcriptome , Case-Control Studies , Cross-Sectional Studies , Female , Gene Expression Profiling , HIV Infections/blood , HIV Infections/genetics , HIV Infections/immunology , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged , Phenotype , Receptors, Antigen, T-Cell/blood , Receptors, Antigen, T-Cell/immunology , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Time Factors , Treatment Outcome
2.
Immunother Adv ; 1(1): ltaa008, 2021 Jan.
Article in English | MEDLINE | ID: mdl-36284901

ABSTRACT

Introduction: Ageing is associated with increased number of infections, decreased vaccine efficacy and increased systemic inflammation termed inflammageing. These changes are reflected by reduced recall responses to varicella zoster virus (VZV) challenge in the skin of older adults. Vitamin D deficiency is more common in the old and has been associated with frailty and increased inflammation. In addition, vitamin D increases immunoregulatory mechanisms and therefore has the potential to inhibit inflammageing. Objectives: We investigated the use of vitamin D3 replacement to enhance cutaneous antigen-specific immunity in older adults (≥65 years). Methods: Vitamin D insufficient older adults (n = 18) were administered 6400IU of vitamin D3/day orally for 14 weeks. Antigen-specific immunity to VZV was assessed by clinical score assessment of the injection site and transcriptional analysis of skin biopsies collected from challenged injection sites pre- and post-vitamin D3 replacement. Results: We showed that older adults had reduced VZV-specific cutaneous immune response and increased non-specific inflammation as compared to young. Increased non-specific inflammation observed in the skin of older adults negatively correlated with vitamin D sufficiency. We showed that vitamin D3 supplementation significantly increased the response to cutaneous VZV antigen challenge in older adults. This enhancement was associated with a reduction in inflammatory monocyte infiltration with a concomitant enhancement of T cell recruitment to the site of antigen challenge in the skin. Conclusion: Vitamin D3 replacement can boost antigen-specific immunity in older adults with sub-optimal vitamin D status.

3.
Lancet Respir Med ; 8(4): 407-419, 2020 04.
Article in English | MEDLINE | ID: mdl-32178775

ABSTRACT

BACKGROUND: Blood transcriptional signatures are candidates for non-sputum triage or confirmatory tests of tuberculosis. Prospective head-to-head comparisons of their diagnostic accuracy in real-world settings are necessary to assess their clinical use. We aimed to compare the diagnostic accuracy of candidate transcriptional signatures identified by systematic review, in a setting with a high burden of tuberculosis and HIV. METHODS: We did a prospective observational study nested within a diagnostic accuracy study of sputum Xpert MTB/RIF (Xpert) and Xpert MTB/RIF Ultra (Ultra) tests for pulmonary tuberculosis. We recruited consecutive symptomatic adults aged 18 years or older self-presenting to a tuberculosis clinic in Cape Town, South Africa. Participants provided blood for RNA sequencing, and sputum samples for liquid culture and molecular testing using Xpert and Ultra. We assessed the diagnostic accuracy of candidate blood transcriptional signatures for active tuberculosis (including those intended to distinguish active tuberculosis from other diseases) identified by systematic review, compared with culture or Xpert MTB/RIF positivity as the standard reference. In our primary analysis, patients with tuberculosis were defined as those with either a positive liquid culture or Xpert result. Patients with missing blood RNA or sputum results were excluded. Our primary objective was to benchmark the diagnostic accuracy of candidate transcriptional signatures against the WHO target product profile (TPP) for a tuberculosis triage test. FINDINGS: Between Feb 12, 2016, and July 18, 2017, we obtained paired sputum and RNA sequencing data from 181 participants, 54 (30%) of whom had confirmed pulmonary tuberculosis. Of 27 eligible signatures identified by systematic review, four achieved the highest diagnostic accuracy with similar area under the receiver operating characteristic curves (Sweeney3: 90·6% [95% CI 85·6-95·6]; Kaforou25: 86·9% [80·9-92·9]; Roe3: 86·9% [80·3-93·5]; and BATF2: 86·8% [80·6-93·1]), independent of age, sex, HIV status, previous tuberculosis, or sputum smear result. At test thresholds that gave 70% specificity (the minimum WHO TPP specificity for a triage test), these four signatures achieved sensitivities between 83·3% (95% CI 71·3-91·0) and 90·7% (80·1-96·0). No signature met the optimum criteria, of 95% sensitivity and 80% specificity proposed by WHO for a triage test, or the minimum criteria (of 65% sensitivity and 98% specificity) for a confirmatory test, but all four correctly identified Ultra-positive, culture-negative patients. INTERPRETATION: Selected blood transcriptional signatures met the minimum WHO benchmarks for a tuberculosis triage test but not for a confirmatory test. Further development of the signatures is warranted to investigate their possible effects on clinical and health economic outcomes as part of a triage strategy, or when used as add-on confirmatory test in conjunction with the highly sensitive Ultra test for Mycobacterium tuberculosis DNA. FUNDING: Royal Society Newton Advanced Fellowship, Wellcome Trust, National Institute of Health Research, and UK Medical Research Council.


Subject(s)
Mycobacterium tuberculosis/genetics , RNA, Bacterial/blood , Transcription Factors/blood , Triage/methods , Tuberculosis, Pulmonary/diagnosis , Adult , Biomarkers/blood , Female , Humans , Male , Middle Aged , Prospective Studies , ROC Curve , Sensitivity and Specificity , Sequence Analysis, RNA , South Africa , Sputum/microbiology
4.
Nature ; 574(7776): 117-121, 2019 10.
Article in English | MEDLINE | ID: mdl-31534227

ABSTRACT

Immediately after birth, newborn babies experience rapid colonization by microorganisms from their mothers and the surrounding environment1. Diseases in childhood and later in life are potentially mediated by the perturbation of the colonization of the infant gut microbiota2. However, the effects of delivery via caesarean section on the earliest stages of the acquisition and development of the gut microbiota, during the neonatal period (≤1 month), remain controversial3,4. Here we report the disrupted transmission of maternal Bacteroides strains, and high-level colonization by opportunistic pathogens associated with the hospital environment (including Enterococcus, Enterobacter and Klebsiella species), in babies delivered by caesarean section. These effects were also seen, to a lesser extent, in vaginally delivered babies whose mothers underwent antibiotic prophylaxis and in babies who were not breastfed during the neonatal period. We applied longitudinal sampling and whole-genome shotgun metagenomic analysis to 1,679 gut microbiota samples (taken at several time points during the neonatal period, and in infancy) from 596 full-term babies born in UK hospitals; for a subset of these babies, we collected additional matched samples from mothers (175 mothers paired with 178 babies). This analysis demonstrates that the mode of delivery is a significant factor that affects the composition of the gut microbiota throughout the neonatal period, and into infancy. Matched large-scale culturing and whole-genome sequencing of over 800 bacterial strains from these babies identified virulence factors and clinically relevant antimicrobial resistance in opportunistic pathogens that may predispose individuals to opportunistic infections. Our findings highlight the critical role of the local environment in establishing the gut microbiota in very early life, and identify colonization with antimicrobial-resistance-containing opportunistic pathogens as a previously underappreciated risk factor in hospital births.


Subject(s)
Cesarean Section/adverse effects , Gastrointestinal Microbiome , Infant, Newborn, Diseases/microbiology , Infectious Disease Transmission, Vertical/prevention & control , Opportunistic Infections/congenital , Opportunistic Infections/microbiology , Female , Humans , Infant, Newborn , Infant, Newborn, Diseases/etiology , Opportunistic Infections/etiology , Pregnancy
5.
JCI Insight ; 1(16): e87238, 2016 Oct 06.
Article in English | MEDLINE | ID: mdl-27734027

ABSTRACT

BACKGROUND. Novel rapid diagnostics for active tuberculosis (TB) are required to overcome the time delays and inadequate sensitivity of current microbiological tests that are critically dependent on sampling the site of disease. Multiparametric blood transcriptomic signatures of TB have been described as potential diagnostic tests. We sought to identify the best transcript candidates as host biomarkers for active TB, extend the evaluation of their specificity by comparison with other infectious diseases, and to test their performance in both pulmonary and extrapulmonary TB. METHODS. Support vector machine learning, combined with feature selection, was applied to new and previously published blood transcriptional profiles in order to identify the minimal TB­specific transcriptional signature shared by multiple patient cohorts including pulmonary and extrapulmonary TB, and individuals with and without HIV-1 coinfection. RESULTS. We identified and validated elevated blood basic leucine zipper transcription factor 2 (BATF2) transcript levels as a single sensitive biomarker that discriminated active pulmonary and extrapulmonary TB from healthy individuals, with receiver operating characteristic (ROC) area under the curve (AUC) scores of 0.93 to 0.99 in multiple cohorts of HIV-1-negative individuals, and 0.85 in HIV-1-infected individuals. In addition, we identified and validated a potentially novel 4-gene signature comprising CD177, haptoglobin, immunoglobin J chain, and galectin 10 that discriminated active pulmonary and extrapulmonary TB from other febrile infections, giving ROC AUCs of 0.94 to 1. CONCLUSIONS. Elevated blood BATF2 transcript levels provide a sensitive biomarker that discriminates active TB from healthy individuals, and a potentially novel 4-gene transcriptional signature differentiates between active TB and other infectious diseases in individuals presenting with fever. FUNDING. MRC, Wellcome Trust, Rosetrees Trust, British Lung Foundation, NIHR.


Subject(s)
Transcriptome , Tuberculosis, Pulmonary/diagnosis , Tuberculosis/diagnosis , Adult , Area Under Curve , Basic-Leucine Zipper Transcription Factors/blood , Biomarkers/blood , Female , Humans , Male , Mycobacterium tuberculosis , ROC Curve , Sensitivity and Specificity , Support Vector Machine , Tuberculosis/blood , Tuberculosis, Pulmonary/blood , Tumor Suppressor Proteins/blood
6.
Mol Cytogenet ; 7(1): 73, 2014.
Article in English | MEDLINE | ID: mdl-25426166

ABSTRACT

BACKGROUND: DNA methylation is the most studied form of epigenetic regulation, a process by which chromatin composition and transcription factor binding is altered to influence tissue specific gene expression and differentiation. Such tissue specific methylation patterns are investigated as biomarkers for cancer and cell-free fetal DNA using various methodologies. RESULTS: We have utilized methylation DNA immunoprecipitation (MeDIP) and real-time quantitative PCR to investigate the inter-individual methylation variability of differentially methylated regions (DMRs) on chromosomes 18 and 21. We have characterized 15 newly selected and seven previously validated DMRs in 50, 1(st) trimester Chorionic villus samplings (CVS) and 50 female non-pregnant peripheral blood (WBF) samples. qPCR results from MeDIP and genomic DNA (Input) assays were used to calculate fold enrichment values for each DMR. For all regions tested, enrichment was higher in CVS than in WBF samples with mean enrichments ranging from 0.22 to 6.4 and 0.017 to 1 respectively. Despite inter-individual variability, mean enrichment values for CVS were significantly different than those for WBF in all DMRs tested (p < 0.01). This observation is reinforced by the absence of overlap in CVS and WBF enrichment value distributions for 15 of 22 DMRs. CONCLUSIONS: Our work provides an expansion in the biomarker panel available for non-invasive prenatal diagnosis (NIPD) using the MeDIP-qPCR methology for Down syndrome and can eventually provide the starting point towards the development for assays towards the detection of Edwards syndrome. Furthermore, our data indicate that inter-experimental and inter-individual variation in methylation is apparent, yet the difference in methylation status across tissues is large enough to allow for robust tissue specific methylation identification.

8.
Prenat Diagn ; 33(7): 650-5, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23619923

ABSTRACT

OBJECTIVE: The goal of this study is to evaluate the amount of free fetal DNA (ffDNA), total DNA, and 'fetal fraction' found in maternal plasma and whether these influence the enrichment ratios of differentially methylated regions (DMRs) and the correct classification of trisomy 21 using the methylated DNA immunoprecipitation-quantitative polymerase chain reaction (MeDIP-qPCR)-based noninvasive prenatal diagnostic methodology applied in peripheral blood. METHODS: Absolute quantification of ffDNA using DYS14 and total DNA using ß-globin was applied in 83 maternal plasma samples. The quantification values for all 83 samples were correlated with the enrichment ratios of all seven DMRs and D-values that were obtained from the diagnostic formula of MeDIP-qPCR method. RESULTS: Our analysis concluded that trisomy 21 samples had significantly higher ffDNA and total DNA levels compared with those of normal samples. Enrichment ratios of the majority of DMRs studied exhibited no association with ffDNA, total DNA, and 'fetal fraction', and only a small portion of DMRs exhibited moderate association. Correlation studies of ffDNA, total DNA, and fetal fraction with the diagnostic D-value showed weak to no association but without affecting the classification of trisomy 21. CONCLUSION: Overall, the variability of ffDNA and total DNA among maternal samples does not affect the correct trisomy 21 classification using MeDIP-qPCR methodology applied in peripheral blood.


Subject(s)
DNA Methylation , DNA/blood , Down Syndrome/diagnosis , Genetic Testing/methods , Prenatal Diagnosis/methods , Real-Time Polymerase Chain Reaction/methods , Down Syndrome/genetics , Female , Fetus/chemistry , Humans , Immunoprecipitation , Male , Pregnancy , beta-Globins/analysis
9.
Prenat Diagn ; 32(10): 996-1001, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22833530

ABSTRACT

OBJECTIVE: To reevaluate the efficiency of the 12 differentially methylated regions (DMRs) used in the methylated DNA immunoprecipitation (MeDIP) real-time quantitative polymerase chain reaction (real-time qPCR) based approach, develop an improved version of the diagnostic formula and perform a larger validation study. METHODS: Twelve selected DMRs were checked for copy number variants in the Database of Genomic Variants. The DMRs located within copy number variants were excluded from the analysis. One hundred and seventy-five maternal peripheral blood samples were used to reconstruct and evaluate the new diagnostic formula and for a larger-scale blinded validation study using MeDIP real-time qPCR. RESULTS: Seven DMRs entered the final model of the prediction equation and a larger blinded validation study demonstrated 100% sensitivity and 99.2% specificity. No significant evidence for association was observed between cell free fetal DNA concentration and D value. CONCLUSION: The MeDIP real-time qPCR method for noninvasive prenatal diagnosis of trisomy 21 was confirmed and revalidated in 175 samples with satisfactory results demonstrating that it is accurate and reproducible. We are currently working towards simplification of the method to make it more robust and therefore easily, accurately, and rapidly reproduced and adopted by other laboratories. Nevertheless, larger scale validation studies are necessary before the MeDIP real-time qPCR-based method could be applied in clinical practice.


Subject(s)
DNA Methylation/genetics , DNA/blood , Down Syndrome/diagnosis , Immunosorbent Techniques , Prenatal Diagnosis/methods , Real-Time Polymerase Chain Reaction/methods , Adult , Down Syndrome/genetics , Female , Fetus/chemistry , Gestational Age , Humans , Pregnancy , Reproducibility of Results , Sensitivity and Specificity
10.
Expert Opin Biol Ther ; 12 Suppl 1: S155-61, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22500647

ABSTRACT

INTRODUCTION: Non-invasive prenatal diagnosis (NIPD) of Down syndrome is rapidly evolving. Currently, two applications for NIPD of Down syndrome have been developed with potential and have displayed positive results; the NIPD using next-generation sequencing technologies and the NIPD using the methylated DNA immunoprecipitation (MeDIP) real-time quantitative polymerase chain reaction (qPCR). AREAS COVERED: The MeDIP real-time qPCR approach is based on the identification of differentially methylated regions (DMRs) and their use for discriminating normal from Down syndrome cases. DMRs were identified using high-resolution oligo-arrays. A subgroup of DMRs was selected for further investigation. Through the design of a discriminant equation which combines the results obtained from different DMRs, normal and abnormal cases are correctly classified indicating 100% sensitivity and specificity. EXPERT OPINION: Previous studies have also identified DMRs between non-pregnant female blood and placental DNA. However, these methods have been associated with a number of limitations including the low sensitivity and/or specificity of the assays, the limited number of identified DMRs or methylation sensitive sites and SNPs located on DMRs. These limitations have been overawed by the development of the MeDIP real-time qPCR-based methodology.


Subject(s)
Down Syndrome/diagnosis , Epigenesis, Genetic , Prenatal Diagnosis , Down Syndrome/genetics , Humans , Real-Time Polymerase Chain Reaction , Sensitivity and Specificity
11.
Nat Med ; 17(4): 510-3, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21378977

ABSTRACT

The trials performed worldwide toward noninvasive prenatal diagnosis (NIPD) of Down's syndrome (or trisomy 21) have shown the commercial and medical potential of NIPD compared to the currently used invasive prenatal diagnostic procedures. Extensive investigation of methylation differences between the mother and the fetus has led to the identification of differentially methylated regions (DMRs). In this study, we present a strategy using the methylated DNA immunoprecipitation (MeDiP) methodology in combination with real-time quantitative PCR (qPCR) to achieve fetal chromosome dosage assessment, which can be performed noninvasively through the analysis of fetal-specific DMRs. We achieved noninvasive prenatal detection of trisomy 21 by determining the methylation ratio of normal and trisomy 21 cases for each tested fetal-specific DMR present in maternal peripheral blood, followed by further statistical analysis. The application of this fetal-specific methylation ratio approach provided correct diagnosis of 14 trisomy 21 and 26 normal cases.


Subject(s)
DNA Methylation/genetics , Down Syndrome/diagnosis , Down Syndrome/genetics , Fetus/metabolism , Prenatal Diagnosis/methods , Base Sequence , Case-Control Studies , DNA/blood , DNA/genetics , DNA Primers/genetics , Discriminant Analysis , Female , Humans , Immunoprecipitation/methods , Male , Polymerase Chain Reaction/methods , Predictive Value of Tests , Pregnancy , Reference Values
12.
Arch Gynecol Obstet ; 278(4): 349-52, 2008 Oct.
Article in English | MEDLINE | ID: mdl-18299866

ABSTRACT

OBJECTIVE: The risk of miscarriage is enhanced by a variety of genetic and environmental factors. Previous studies indicated an association between endothelial nitric oxide synthase (eNOS) activity, and implantation and maintenance of pregnancy, but it is rather controversial whether polymorphisms of the gene encoding for eNOS are associated with recurrent spontaneous abortions (RSA). The aim of our study was to determine whether the 27 bp intron 4 repeat polymorphism (4VNTR) and a Glu298Asp missense mutation encoded by exon 7 of the eNOS gene are associated with an increased risk for recurrent spontaneous abortions (RSA), in the Greek population. METHODS: A total of 126 women who had at least three unexplained spontaneous abortions before 20 weeks of gestation, with the same partner, were included in the study group. The control group consistent of 130 women with at least two live childbirths and without history of abortions. All patients and controls were investigated for the two polymorphisms. To genotype the cohorts we used the PCR-RFLPs method. RESULTS: The observed frequencies of bb, ba, aa genotypes of the VNTR, in intron 4, polymorphism were 0.75, 0.24, 0.01, respectively, for the patient group and 0.73, 0.24, 0.03, respectively, for the control group. The observed frequencies of GG, GT, TT of the Glu298Asp polymorphism were 0.42, 0.45, 0.13, respectively, for the patient group and 0.47, 0.45, 0.08, respectively, for the control group. Statistical analysis of the results indicates no significant difference between the two groups, for both the two studied polymorphisms. CONCLUSION: Our results do not show any influence of the two polymorphisms, VNTR in intron 4 and Glu298Asp of the eNOS gene, on early pregnancy.


Subject(s)
Abortion, Habitual/genetics , Genetic Predisposition to Disease/genetics , Nitric Oxide Synthase Type III/genetics , Polymorphism, Single Nucleotide/genetics , Adult , Cohort Studies , Female , Humans , Pregnancy
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