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1.
Cell ; 184(3): 596-614.e14, 2021 02 04.
Article in English | MEDLINE | ID: mdl-33508232

ABSTRACT

Checkpoint inhibitors (CPIs) augment adaptive immunity. Systematic pan-tumor analyses may reveal the relative importance of tumor-cell-intrinsic and microenvironmental features underpinning CPI sensitization. Here, we collated whole-exome and transcriptomic data for >1,000 CPI-treated patients across seven tumor types, utilizing standardized bioinformatics workflows and clinical outcome criteria to validate multivariable predictors of CPI sensitization. Clonal tumor mutation burden (TMB) was the strongest predictor of CPI response, followed by total TMB and CXCL9 expression. Subclonal TMB, somatic copy alteration burden, and histocompatibility leukocyte antigen (HLA) evolutionary divergence failed to attain pan-cancer significance. Dinucleotide variants were identified as a source of immunogenic epitopes associated with radical amino acid substitutions and enhanced peptide hydrophobicity/immunogenicity. Copy-number analysis revealed two additional determinants of CPI outcome supported by prior functional evidence: 9q34 (TRAF2) loss associated with response and CCND1 amplification associated with resistance. Finally, single-cell RNA sequencing (RNA-seq) of clonal neoantigen-reactive CD8 tumor-infiltrating lymphocytes (TILs), combined with bulk RNA-seq analysis of CPI-responding tumors, identified CCR5 and CXCL13 as T-cell-intrinsic markers of CPI sensitivity.


Subject(s)
Immune Checkpoint Inhibitors/pharmacology , Neoplasms/immunology , T-Lymphocytes/immunology , Biomarkers, Tumor/metabolism , CD8 Antigens/metabolism , Chemokine CXCL13/metabolism , Chromosomes, Human, Pair 9/genetics , Cohort Studies , Cyclin D1/genetics , DNA Copy Number Variations/genetics , Exome/genetics , Gene Amplification , Humans , Immune Evasion/drug effects , Multivariate Analysis , Mutation/genetics , Neoplasms/pathology , Polymorphism, Single Nucleotide/genetics , Receptors, CCR5/metabolism , T-Lymphocytes/drug effects , Tumor Burden/genetics
2.
Nature ; 617(7961): 564-573, 2023 May.
Article in English | MEDLINE | ID: mdl-36996872

ABSTRACT

Since its first identification in Scotland, over 1,000 cases of unexplained paediatric hepatitis in children have been reported worldwide, including 278 cases in the UK1. Here we report an investigation of 38 cases, 66 age-matched immunocompetent controls and 21 immunocompromised comparator participants, using a combination of genomic, transcriptomic, proteomic and immunohistochemical methods. We detected high levels of adeno-associated virus 2 (AAV2) DNA in the liver, blood, plasma or stool from 27 of 28 cases. We found low levels of adenovirus (HAdV) and human herpesvirus 6B (HHV-6B) in 23 of 31 and 16 of 23, respectively, of the cases tested. By contrast, AAV2 was infrequently detected and at low titre in the blood or the liver from control children with HAdV, even when profoundly immunosuppressed. AAV2, HAdV and HHV-6 phylogeny excluded the emergence of novel strains in cases. Histological analyses of explanted livers showed enrichment for T cells and B lineage cells. Proteomic comparison of liver tissue from cases and healthy controls identified increased expression of HLA class 2, immunoglobulin variable regions and complement proteins. HAdV and AAV2 proteins were not detected in the livers. Instead, we identified AAV2 DNA complexes reflecting both HAdV-mediated and HHV-6B-mediated replication. We hypothesize that high levels of abnormal AAV2 replication products aided by HAdV and, in severe cases, HHV-6B may have triggered immune-mediated hepatic disease in genetically and immunologically predisposed children.


Subject(s)
Adenovirus Infections, Human , Genomics , Hepatitis , Child , Humans , Acute Disease/epidemiology , Adenovirus Infections, Human/epidemiology , Adenovirus Infections, Human/immunology , Adenovirus Infections, Human/virology , B-Lymphocytes/immunology , Gene Expression Profiling , Hepatitis/epidemiology , Hepatitis/immunology , Hepatitis/virology , Immunohistochemistry , Liver/immunology , Liver/virology , Proteomics , T-Lymphocytes/immunology
3.
J Clin Immunol ; 43(6): 1083-1092, 2023 08.
Article in English | MEDLINE | ID: mdl-37148422

ABSTRACT

PURPOSE: COVID-19 infection in immunodeficient individuals can result in chronically poor health, persistent or relapsing SARS-CoV-2 PCR positivity, and long-term infectious potential. While clinical trials have demonstrated promising outcomes using anti-SARS-CoV-2 medicines in immunocompetent hosts, their ability to achieve sustained viral clearance in immunodeficient patients remains unknown. We therefore aimed to study long-term virological outcomes in patients treated at our centre. METHODS: We followed up immunocompromised inpatients treated with casirivimab-imdevimab (Ronapreve) between September and December 2021, and immunocompromised patients who received sotrovimab, molnupiravir, nirmatrelvir/ritonavir (Paxlovid), or no treatment from December 2021 to March 2022. Nasopharyngeal swab and sputum samples were obtained either in hospital or in the community until sustained viral clearance, defined as 3 consecutive negative PCR samples, was achieved. Positive samples were sequenced and analysed for mutations of interest. RESULTS: We observed sustained viral clearance in 71 of 103 patients, none of whom died. Of the 32/103 patients where sustained clearance was not confirmed, 6 died (between 2 and 34 days from treatment). Notably, we observed 25 cases of sputum positivity despite negative nasopharyngeal swab samples, as well as recurrence of SARS-CoV-2 positivity following a negative sample in 12 cases. Patients were then divided into those who cleared within 28 days and those with PCR positivity beyond 28 days. We noted lower B cell counts in the group with persistent PCR positivity (mean (SD) 0.06 (0.10) ×109/L vs 0.22 (0.28) ×109/L, p = 0.015) as well as lower IgA (median (IQR) 0.00 (0.00-0.15) g/L vs 0.40 (0.00-0.95) g/L, p = 0.001) and IgM (median (IQR) 0.05 (0.00-0.28) g/L vs 0.35 (0.10-1.10) g/L, p = 0.005). No differences were seen in CD4+ or CD8+ T cell counts. Antiviral treatment did not impact risk of persistent PCR positivity. CONCLUSION: Persistent SARS-CoV-2 PCR positivity is common among immunodeficient individuals, especially those with antibody deficiencies, regardless of anti-viral treatment. Peripheral B cell count and serum IgA and IgM levels are predictors of viral persistence.


Subject(s)
COVID-19 , Immunologic Deficiency Syndromes , Humans , COVID-19/diagnosis , SARS-CoV-2 , Antiviral Agents/therapeutic use , Polymerase Chain Reaction , Immunoglobulin A , Immunoglobulin M , COVID-19 Testing
4.
Infect Immun ; 90(7): e0017522, 2022 07 21.
Article in English | MEDLINE | ID: mdl-35674445

ABSTRACT

The advent of pneumococcal conjugate vaccines led to the near disappearance of most of the included serotypes in high-income settings but also the rise of nonvaccine-type colonization and disease. Alternative strategies, using genetically conserved proteins as antigens, have been evaluated preclinically and clinically for years, so far unsuccessfully. One possible explanation for the failure of these efforts is that the choice of antigens may not have been sufficiently guided by an understanding of the gene expression pattern in the context of infection. Here, we present a targeted transcriptomic analysis of 160 pneumococcal genes encoding bacterial surface-exposed proteins in mouse models, human colonization, and human meningitis. We present the overlap of these different transcriptomic profiles. We identify two bacterial genes that are highly expressed in the context of mouse and human infection: SP_0282, an IID component of a mannose phosphotransferase system (PTS), and SP_1739, encoding RNase Y. We show that these two proteins can confer protection against pneumococcal nasopharyngeal colonization and intraperitoneal challenge in a murine model and generate opsonophagocytic antibodies. This study emphasizes and confirms the importance of studies of pneumococcal gene expression of bacterial surface proteins during human infection and colonization and may pave the way for the selection of a protein-based vaccine candidate.


Subject(s)
Pneumococcal Infections , Animals , Bacterial Proteins/genetics , Humans , Mice , Nasopharynx/microbiology , Pneumococcal Infections/microbiology , Pneumococcal Vaccines/genetics , Serogroup , Streptococcus pneumoniae/genetics , Transcriptome , Vaccines, Conjugate
5.
Int J Mol Sci ; 21(22)2020 Nov 20.
Article in English | MEDLINE | ID: mdl-33233721

ABSTRACT

Follicular lymphoma (FL) is a common indolent B-cell lymphoma that can transform into the more aggressive transformed FL (tFL). However, the molecular process driving this transformation is uncertain. In this work, we aimed to identify microRNA (miRNA)-binding sites recurrently mutated in follicular lymphoma patients, as well as in transformed FL patients. Using whole-genome sequencing data from FL tumors, we discovered 544 mutations located in bioinformatically predicted microRNA-binding sites. We then studied these specific regions using targeted sequencing in a cohort of 55 FL patients, found 16 recurrent mutations, and identified a further 69 variants. After filtering for QC, we identified 21 genes with mutated miRNA-binding sites that were also enriched for B-cell-associated genes by Gene Ontology. Over 40% of mutations identified in these genes were present exclusively in tFL patients. We validated the predicted miRNA-binding sites of five of the genes by luciferase assay and demonstrated that the identified mutations in BCL2 and EZH2 genes impaired the binding efficiency of miR-5008 and miR-144 and regulated the endogenous levels of messenger RNA (mRNA).


Subject(s)
Binding Sites , Enhancer of Zeste Homolog 2 Protein/genetics , Lymphoma, Follicular/genetics , Lymphoma, Large B-Cell, Diffuse/genetics , MicroRNAs/genetics , Proto-Oncogene Proteins c-bcl-2/genetics , Cell Line, Tumor , Cohort Studies , Humans , London , Mutation , Retrospective Studies , Spain
6.
BMC Genomics ; 19(1): 613, 2018 Aug 14.
Article in English | MEDLINE | ID: mdl-30107785

ABSTRACT

BACKGROUND: Mixed, polyclonal Mycobacterium tuberculosis infection occurs in natural populations. Developing an effective method for detecting such cases is important in measuring the success of treatment and reconstruction of transmission between patients. Using whole genome sequence (WGS) data, we assess two methods for detecting mixed infection: (i) a combination of the number of heterozygous sites and the proportion of heterozygous sites to total SNPs, and (ii) Bayesian model-based clustering of allele frequencies from sequencing reads at heterozygous sites. RESULTS: In silico and in vitro artificially mixed and known pure M. tuberculosis samples were analysed to determine the specificity and sensitivity of each method. We found that both approaches were effective in distinguishing between pure strains and mixed infection where there was relatively high (> 10%) proportion of a minor strain in the mixture. A large dataset of clinical isolates (n = 1963) from the Karonga Prevention Study in Northern Malawi was tested to examine correlations with patient characteristics and outcomes with mixed infection. The frequency of mixed infection in the population was found to be around 10%, with an association with year of diagnosis, but no association with age, sex, HIV status or previous tuberculosis. CONCLUSIONS: Mixed Mycobacterium tuberculosis infection was identified in silico using whole genome sequence data. The methods presented here can be applied to population-wide analyses of tuberculosis to estimate the frequency of mixed infection, and to identify individual cases of mixed infections. These cases are important when considering the evolution and transmission of the disease, and in patient treatment.


Subject(s)
Mycobacterium tuberculosis/classification , Mycobacterium tuberculosis/genetics , Sequence Analysis, DNA/methods , Tuberculosis/diagnosis , Whole Genome Sequencing/methods , Adolescent , Adult , Bayes Theorem , DNA, Bacterial , Female , Genome, Bacterial , Humans , Male , Middle Aged , Mycobacterium tuberculosis/isolation & purification , Polymorphism, Single Nucleotide , Tuberculosis/genetics , Tuberculosis/microbiology , Young Adult
7.
Nature ; 477(7364): 289-94, 2011 Sep 14.
Article in English | MEDLINE | ID: mdl-21921910

ABSTRACT

We report genome sequences of 17 inbred strains of laboratory mice and identify almost ten times more variants than previously known. We use these genomes to explore the phylogenetic history of the laboratory mouse and to examine the functional consequences of allele-specific variation on transcript abundance, revealing that at least 12% of transcripts show a significant tissue-specific expression bias. By identifying candidate functional variants at 718 quantitative trait loci we show that the molecular nature of functional variants and their position relative to genes vary according to the effect size of the locus. These sequences provide a starting point for a new era in the functional analysis of a key model organism.


Subject(s)
Gene Expression Regulation/genetics , Genetic Variation/genetics , Genome/genetics , Mice, Inbred Strains/genetics , Mice/genetics , Phenotype , Alleles , Animals , Animals, Laboratory/genetics , Genomics , Mice/classification , Mice, Inbred C57BL/genetics , Phylogeny , Quantitative Trait Loci/genetics
8.
Nucleic Acids Res ; 43(Database issue): D831-6, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25332396

ABSTRACT

BCCTBbp (http://bioinformatics.breastcancertissue bank.org) was initially developed as the data-mining portal of the Breast Cancer Campaign Tissue Bank (BCCTB), a vital resource of breast cancer tissue for researchers to support and promote cutting-edge research. BCCTBbp is dedicated to maximising research on patient tissues by initially storing genomics, methylomics, transcriptomics, proteomics and microRNA data that has been mined from the literature and linking to pathways and mechanisms involved in breast cancer. Currently, the portal holds 146 datasets comprising over 227,795 expression/genomic measurements from various breast tissues (e.g. normal, malignant or benign lesions), cell lines and body fluids. BCCTBbp can be used to build on breast cancer knowledge and maximise the value of existing research. By recording a large number of annotations on samples and studies, and linking to other databases, such as NCBI, Ensembl and Reactome, a wide variety of different investigations can be carried out. Additionally, BCCTBbp has a dedicated analytical layer allowing researchers to further analyse stored datasets. A future important role for BCCTBbp is to make available all data generated on BCCTB tissues thus building a valuable resource of information on the tissues in BCCTB that will save repetition of experiments and expand scientific knowledge.


Subject(s)
Breast Neoplasms/genetics , Databases, Genetic , Tissue Banks , Breast Neoplasms/metabolism , Computational Biology , Female , Gene Expression Profiling , Genomics , Humans , Internet , Methylation , MicroRNAs/metabolism , Proteomics
9.
Nucleic Acids Res ; 43(W1): W589-98, 2015 Jul 01.
Article in English | MEDLINE | ID: mdl-25897122

ABSTRACT

The BioMart Community Portal (www.biomart.org) is a community-driven effort to provide a unified interface to biomedical databases that are distributed worldwide. The portal provides access to numerous database projects supported by 30 scientific organizations. It includes over 800 different biological datasets spanning genomics, proteomics, model organisms, cancer data, ontology information and more. All resources available through the portal are independently administered and funded by their host organizations. The BioMart data federation technology provides a unified interface to all the available data. The latest version of the portal comes with many new databases that have been created by our ever-growing community. It also comes with better support and extensibility for data analysis and visualization tools. A new addition to our toolbox, the enrichment analysis tool is now accessible through graphical and web service interface. The BioMart community portal averages over one million requests per day. Building on this level of service and the wealth of information that has become available, the BioMart Community Portal has introduced a new, more scalable and cheaper alternative to the large data stores maintained by specialized organizations.


Subject(s)
Database Management Systems , Genomics , Humans , Internet , Neoplasms/genetics , Proteomics
10.
Hum Mutat ; 37(10): 1074-84, 2016 10.
Article in English | MEDLINE | ID: mdl-27459240

ABSTRACT

Defective mitochondrial proteins are emerging as major contributors to human disease. Nicotinamide nucleotide transhydrogenase (NNT), a widely expressed mitochondrial protein, has a crucial role in the defence against oxidative stress. NNT variations have recently been reported in patients with familial glucocorticoid deficiency (FGD) and in patients with heart failure. Moreover, knockout animal models suggest that NNT has a major role in diabetes mellitus and obesity. In this study, we used experimental structures of bacterial transhydrogenases to generate a structural model of human NNT (H-NNT). Structure-based analysis allowed the identification of H-NNT residues forming the NAD binding site, the proton canal and the large interaction site on the H-NNT dimer. In addition, we were able to identify key motifs that allow conformational changes adopted by domain III in relation to its functional status, such as the flexible linker between domains II and III and the salt bridge formed by H-NNT Arg882 and Asp830. Moreover, integration of sequence and structure data allowed us to study the structural and functional effect of deleterious amino acid substitutions causing FGD and left ventricular non-compaction cardiomyopathy. In conclusion, interpretation of the function-structure relationship of H-NNT contributes to our understanding of mitochondrial disorders.


Subject(s)
Mitochondrial Diseases/genetics , Mutation , NADP Transhydrogenase, AB-Specific/chemistry , NADP Transhydrogenase, AB-Specific/genetics , Amino Acid Sequence , Binding Sites , Genetic Predisposition to Disease , Humans , Mitochondrial Proteins/chemistry , Mitochondrial Proteins/genetics , Mitochondrial Proteins/metabolism , Models, Molecular , NAD/metabolism , NADP Transhydrogenase, AB-Specific/metabolism , Protein Binding , Protein Conformation , Protein Domains
11.
PLoS Pathog ; 10(5): e1004130, 2014 May.
Article in English | MEDLINE | ID: mdl-24830321

ABSTRACT

Closely related African trypanosomes cause lethal diseases but display distinct host ranges. Specifically, Trypanosoma brucei brucei causes nagana in livestock but fails to infect humans, while Trypanosoma brucei gambiense and Trypanosoma brucei rhodesiense cause sleeping sickness in humans. T. b. brucei fails to infect humans because it is sensitive to innate immune complexes found in normal human serum known as trypanolytic factor (TLF) 1 and 2; the lytic component is apolipoprotein-L1 in both TLFs. TLF resistance mechanisms of T. b. gambiense and T. b. rhodesiense are now known to arise through either gain or loss-of-function, but our understanding of factors that render T. b. brucei susceptible to lysis by human serum remains incomplete. We conducted a genome-scale RNA interference (RNAi) library screen for reduced sensitivity to human serum. Among only four high-confidence 'hits' were all three genes previously shown to sensitize T. b. brucei to human serum, the haptoglobin-haemoglobin receptor (HpHbR), inhibitor of cysteine peptidase (ICP) and the lysosomal protein, p67, thereby demonstrating the pivotal roles these factors play. The fourth gene identified encodes a predicted protein with eleven trans-membrane domains. Using chemical and genetic approaches, we show that ICP sensitizes T. b. brucei to human serum by modulating the essential cathepsin, CATL, a lysosomal cysteine peptidase. A second cathepsin, CATB, likely to be dispensable for growth in in vitro culture, has little or no impact on human-serum sensitivity. Our findings reveal major and novel determinants of human-serum sensitivity in T. b. brucei. They also shed light on the lysosomal protein-protein interactions that render T. b. brucei exquisitely sensitive to lytic factors in human serum, and indicate that CATL, an important potential drug target, has the capacity to resist these factors.


Subject(s)
Blood Proteins/physiology , Cathepsin L/metabolism , Immunity, Innate , Trypanocidal Agents/blood , Trypanosoma brucei brucei/enzymology , Cathepsin L/genetics , Cells, Cultured , Host-Pathogen Interactions/genetics , Humans , Organisms, Genetically Modified , Proteolysis , Trypanosoma brucei brucei/genetics , Trypanosoma brucei brucei/metabolism , Trypanosomiasis, African/blood , Trypanosomiasis, African/immunology
12.
J Infect Dis ; 211(7): 1154-63, 2015 Apr 01.
Article in English | MEDLINE | ID: mdl-25336729

ABSTRACT

BACKGROUND: Recurrent tuberculosis is a major health burden and may be due to relapse with the original strain or reinfection with a new strain. METHODS: In a population-based study in northern Malawi, patients with tuberculosis diagnosed from 1996 to 2010 were actively followed after the end of treatment. Whole-genome sequencing with approximately 100-fold coverage was performed on all available cultures. Results of IS6110 restriction fragment-length polymorphism analyses were available for cultures performed up to 2008. RESULTS: Based on our data, a difference of ≤10 single-nucleotide polymorphisms (SNPs) was used to define relapse, and a difference of >100 SNPs was used to define reinfection. There was no evidence of mixed infections among those classified as reinfections. Of 1471 patients, 139 had laboratory-confirmed recurrences: 55 had relapse, and 20 had reinfection; for 64 type of recurrence was unclassified. Almost all relapses occurred in the first 2 years. Human immunodeficiency virus infection was associated with reinfection but not relapse. Relapses were associated with isoniazid resistance, treatment before 2007, and lineage-3 strains. We identified several gene variants associated with relapse. Lineage-2 (Beijing) was overrepresented and lineage-1 underrepresented among the reinfecting strains (P = .004). CONCLUSIONS: While some of the factors determining recurrence depend on the patient and their treatment, differences in the Mycobacterium tuberculosis genome appear to have a role in both relapse and reinfection.


Subject(s)
Genetic Variation , Genome, Bacterial/genetics , HIV Infections/epidemiology , Mycobacterium tuberculosis/isolation & purification , Tuberculosis/epidemiology , Adult , Antitubercular Agents/therapeutic use , Cohort Studies , Female , Follow-Up Studies , Genome-Wide Association Study , HIV Infections/complications , HIV Infections/virology , Humans , Isoniazid/therapeutic use , Malawi/epidemiology , Male , Middle Aged , Mycobacterium tuberculosis/genetics , Polymorphism, Restriction Fragment Length , Polymorphism, Single Nucleotide , Prevalence , Recurrence , Sequence Analysis, DNA , Tuberculosis/drug therapy , Tuberculosis/microbiology
13.
Infect Immun ; 84(3): 701-10, 2015 Dec 28.
Article in English | MEDLINE | ID: mdl-26712202

ABSTRACT

Burkholderia pseudomallei, the causative agent of melioidosis, has complex and poorly understood extracellular and intracellular lifestyles. We used transposon-directed insertion site sequencing (TraDIS) to retrospectively analyze a transposon library that had previously been screened through a BALB/c mouse model to identify genes important for growth and survival in vivo. This allowed us to identify the insertion sites and phenotypes of negatively selected mutants that were previously overlooked due to technical constraints. All 23 unique genes identified in the original screen were confirmed by TraDIS, and an additional 105 mutants with various degrees of attenuation in vivo were identified. Five of the newly identified genes were chosen for further characterization, and clean, unmarked bpsl2248, tex, rpiR, bpsl1728, and bpss1528 deletion mutants were constructed from the wild-type strain K96243. Each of these mutants was tested in vitro and in vivo to confirm their attenuated phenotypes and investigate the nature of the attenuation. Our results confirm that we have identified new genes important to in vivo virulence with roles in different stages of B. pseudomallei pathogenesis, including extracellular and intracellular survival. Of particular interest, deletion of the transcription accessory protein Tex was shown to be highly attenuating, and the tex mutant was capable of providing protective immunity against challenge with wild-type B. pseudomallei, suggesting that the genes identified in our TraDIS screen have the potential to be investigated as live vaccine candidates.


Subject(s)
Bacterial Proteins/metabolism , Burkholderia pseudomallei/growth & development , Burkholderia pseudomallei/metabolism , Melioidosis/microbiology , Virulence Factors/metabolism , Animals , Bacterial Proteins/genetics , Burkholderia pseudomallei/genetics , Female , Humans , Mice , Mice, Inbred BALB C , Microbial Viability , Virulence Factors/genetics
14.
PLoS Genet ; 8(5): e1002704, 2012.
Article in English | MEDLINE | ID: mdl-22589741

ABSTRACT

Small RNAs are functional molecules that modulate mRNA transcripts and have been implicated in the aetiology of several common diseases. However, little is known about the extent of their variability within the human population. Here, we characterise the extent, causes, and effects of naturally occurring variation in expression and sequence of small RNAs from adipose tissue in relation to genotype, gene expression, and metabolic traits in the MuTHER reference cohort. We profiled the expression of 15 to 30 base pair RNA molecules in subcutaneous adipose tissue from 131 individuals using high-throughput sequencing, and quantified levels of 591 microRNAs and small nucleolar RNAs. We identified three genetic variants and three RNA editing events. Highly expressed small RNAs are more conserved within mammals than average, as are those with highly variable expression. We identified 14 genetic loci significantly associated with nearby small RNA expression levels, seven of which also regulate an mRNA transcript level in the same region. In addition, these loci are enriched for variants significant in genome-wide association studies for body mass index. Contrary to expectation, we found no evidence for negative correlation between expression level of a microRNA and its target mRNAs. Trunk fat mass, body mass index, and fasting insulin were associated with more than twenty small RNA expression levels each, while fasting glucose had no significant associations. This study highlights the similar genetic complexity and shared genetic control of small RNA and mRNA transcripts, and gives a quantitative picture of small RNA expression variation in the human population.


Subject(s)
Genetic Variation , MicroRNAs , RNA, Messenger/genetics , RNA, Small Nucleolar , RNA, Small Untranslated/genetics , Subcutaneous Fat , Animals , Blood Glucose , Body Fat Distribution , Body Mass Index , Fasting , Female , Gene Expression Regulation , Genome-Wide Association Study , Genotype , High-Throughput Nucleotide Sequencing , Humans , Insulin/blood , MicroRNAs/genetics , MicroRNAs/metabolism , Middle Aged , Polymorphism, Single Nucleotide , RNA, Messenger/metabolism , RNA, Small Nucleolar/genetics , RNA, Small Nucleolar/metabolism , RNA, Small Untranslated/metabolism , Subcutaneous Fat/metabolism
15.
Mol Cancer ; 13: 28, 2014 Feb 11.
Article in English | MEDLINE | ID: mdl-24517586

ABSTRACT

BACKGROUND: In mammalians, HIF is a master regulator of hypoxia gene expression through direct binding to DNA, while its role in microRNA expression regulation, critical in the hypoxia response, is not elucidated genome wide. Our aim is to investigate in depth the regulation of microRNA expression by hypoxia in the breast cancer cell line MCF-7, establish the relationship between microRNA expression and HIF binding sites, pri-miRNA transcription and microRNA processing gene expression. METHODS: MCF-7 cells were incubated at 1% Oxygen for 16, 32 and 48 h. SiRNA against HIF-1α and HIF-2α were performed as previously published. MicroRNA and mRNA expression were assessed using microRNA microarrays, small RNA sequencing, gene expression microarrays and Real time PCR. The Kraken pipeline was applied for microRNA-seq analysis along with Bioconductor packages. Microarray data was analysed using Limma (Bioconductor), ChIP-seq data were analysed using Gene Set Enrichment Analysis and multiple testing correction applied in all analyses. RESULTS: Hypoxia time course microRNA sequencing data analysis identified 41 microRNAs significantly up- and 28 down-regulated, including hsa-miR-4521, hsa-miR-145-3p and hsa-miR-222-5p reported in conjunction with hypoxia for the first time. Integration of HIF-1α and HIF-2α ChIP-seq data with expression data showed overall association between binding sites and microRNA up-regulation, with hsa-miR-210-3p and microRNAs of miR-27a/23a/24-2 and miR-30b/30d clusters as predominant examples. Moreover the expression of hsa-miR-27a-3p and hsa-miR-24-3p was found positively associated to a hypoxia gene signature in breast cancer. Gene expression analysis showed no full coordination between pri-miRNA and microRNA expression, pointing towards additional levels of regulation. Several transcripts involved in microRNA processing were found regulated by hypoxia, of which DICER (down-regulated) and AGO4 (up-regulated) were HIF dependent. DICER expression was found inversely correlated to hypoxia in breast cancer. CONCLUSIONS: Integrated analysis of microRNA, mRNA and ChIP-seq data in a model cell line supports the hypothesis that microRNA expression under hypoxia is regulated at transcriptional and post-transcriptional level, with the presence of HIF binding sites at microRNA genomic loci associated with up-regulation. The identification of hypoxia and HIF regulated microRNAs relevant for breast cancer is important for our understanding of disease development and design of therapeutic interventions.


Subject(s)
Breast Neoplasms/genetics , Gene Expression Regulation, Neoplastic/genetics , Hypoxia-Inducible Factor 1/genetics , MicroRNAs/analysis , RNA, Messenger/analysis , Breast Neoplasms/metabolism , Cell Hypoxia/genetics , Humans , Hypoxia-Inducible Factor 1/metabolism , MCF-7 Cells , Oligonucleotide Array Sequence Analysis , Protein Binding , Real-Time Polymerase Chain Reaction , Transcriptome
16.
Nat Commun ; 15(1): 1652, 2024 Feb 23.
Article in English | MEDLINE | ID: mdl-38396069

ABSTRACT

Viral clearance, antibody response and the mutagenic effect of molnupiravir has not been elucidated in at-risk populations. Non-hospitalised participants within 5 days of SARS-CoV-2 symptoms randomised to receive molnupiravir (n = 253) or Usual Care (n = 324) were recruited to study viral and antibody dynamics and the effect of molnupiravir on viral whole genome sequence from 1437 viral genomes. Molnupiravir accelerates viral load decline, but virus is detectable by Day 5 in most cases. At Day 14 (9 days post-treatment), molnupiravir is associated with significantly higher viral persistence and significantly lower anti-SARS-CoV-2 spike antibody titres compared to Usual Care. Serial sequencing reveals increased mutagenesis with molnupiravir treatment. Persistence of detectable viral RNA at Day 14 in the molnupiravir group is associated with higher transition mutations following treatment cessation. Viral viability at Day 14 is similar in both groups with post-molnupiravir treated samples cultured up to 9 days post cessation of treatment. The current 5-day molnupiravir course is too short. Longer courses should be tested to reduce the risk of potentially transmissible molnupiravir-mutated variants being generated. Trial registration: ISRCTN30448031.


Subject(s)
COVID-19 , Cytidine/analogs & derivatives , Hydroxylamines , SARS-CoV-2 , Adult , Humans , SARS-CoV-2/genetics , Outpatients , Antibody Formation , Antibodies, Viral , Antiviral Agents/therapeutic use
17.
BMC Genomics ; 13: 218, 2012 Jun 06.
Article in English | MEDLINE | ID: mdl-22672736

ABSTRACT

BACKGROUND: In animals, microRNAs (miRNA) are important genetic regulators. Animal miRNAs appear to have expanded in conjunction with an escalation in complexity during early bilaterian evolution. Their small size and high-degree of similarity makes them challenging for phylogenetic approaches. Furthermore, genomic locations encoding miRNAs are not clearly defined in many species. A number of studies have looked at the evolution of individual miRNA families. However, we currently lack resources for large-scale analysis of miRNA evolution. RESULTS: We addressed some of these issues in order to analyse the evolution of miRNAs. We perform syntenic and phylogenetic analysis for miRNAs from 80 animal species. We present synteny maps, phylogenies and functional data for miRNAs across these species. These data represent the basis of our analyses and also act as a resource for the community. CONCLUSIONS: We use these data to explore the distribution of miRNAs across phylogenetic space, characterise their birth and death, and examine functional relationships between miRNAs and other genes. These data confirm a number of previously reported findings on a larger scale and also offer novel insights into the evolution of the miRNA repertoire in animals, and it's genomic organization.


Subject(s)
Biological Evolution , MicroRNAs/genetics , Animals , Databases, Genetic , MicroRNAs/classification , MicroRNAs/metabolism , Phylogeny , Species Specificity
18.
Hum Genet ; 131(5): 665-74, 2012 May.
Article in English | MEDLINE | ID: mdl-22057783

ABSTRACT

We have investigated whether regions of the genome showing signs of positive selection in scans based on haplotype structure also show evidence of positive selection when sequence-based tests are applied, whether the target of selection can be localized more precisely, and whether such extra evidence can lead to increased biological insights. We used two tools: simulations under neutrality or selection, and experimental investigation of two regions identified by the HapMap2 project as putatively selected in human populations. Simulations suggested that neutral and selected regions should be readily distinguished and that it should be possible to localize the selected variant to within 40 kb at least half of the time. Re-sequencing of two ~300 kb regions (chr4:158Mb and chr10:22Mb) lacking known targets of selection in HapMap CHB individuals provided strong evidence for positive selection within each and suggested the micro-RNA gene hsa-miR-548c as the best candidate target in one region, and changes in regulation of the sperm protein gene SPAG6 in the other.


Subject(s)
Genome, Human , Selection, Genetic , Sequence Analysis, DNA , Genotype , HapMap Project , Haplotypes , Humans , Models, Biological , Polymorphism, Genetic
19.
Cell Rep ; 39(2): 110650, 2022 04 12.
Article in English | MEDLINE | ID: mdl-35417711

ABSTRACT

HIV-1 replicates in CD4+ T cells, leading to AIDS. Determining how HIV-1 shapes its niche to create a permissive environment is central to informing efforts to limit pathogenesis, disturb reservoirs, and achieve a cure. A key roadblock in understanding HIV-T cell interactions is the requirement to activate T cells in vitro to make them permissive to infection. This dramatically alters T cell biology and virus-host interactions. Here we show that HIV-1 cell-to-cell spread permits efficient, productive infection of resting memory T cells without prior activation. Strikingly, we find that HIV-1 infection primes resting T cells to gain characteristics of tissue-resident memory T cells (TRM), including upregulating key surface markers and the transcription factor Blimp-1 and inducing a transcriptional program overlapping the core TRM transcriptional signature. This reprogramming is driven by Vpr and requires Vpr packaging into virions and manipulation of STAT5. Thus, HIV-1 reprograms resting T cells, with implications for viral replication and persistence.


Subject(s)
HIV Infections , HIV-1 , Humans , CD4-Positive T-Lymphocytes/metabolism , HIV-1/genetics , Memory T Cells , Phenotype , Virus Replication , vpr Gene Products, Human Immunodeficiency Virus/genetics
20.
Cell Rep Med ; 3(3): 100557, 2022 03 15.
Article in English | MEDLINE | ID: mdl-35474751

ABSTRACT

Effective control of SARS-CoV-2 infection on primary exposure may reveal correlates of protective immunity to future variants, but we lack insights into immune responses before or at the time virus is first detected. We use blood transcriptomics, multiparameter flow cytometry, and T cell receptor (TCR) sequencing spanning the time of incident non-severe infection in unvaccinated virus-naive individuals to identify rapid type 1 interferon (IFN) responses common to other acute respiratory viruses and cell proliferation responses that discriminate SARS-CoV-2 from other viruses. These peak by the time the virus is first detected and sometimes precede virus detection. Cell proliferation is most evident in CD8 T cells and associated with specific expansion of SARS-CoV-2-reactive TCRs, in contrast to virus-specific antibodies, which lag by 1-2 weeks. Our data support a protective role for early type 1 IFN and CD8 T cell responses, with implications for development of universal T cell vaccines.


Subject(s)
COVID-19 , Interferon Type I , CD8-Positive T-Lymphocytes , Flow Cytometry , Humans , SARS-CoV-2/genetics
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