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1.
HGG Adv ; 5(2): 100274, 2024 Apr 11.
Article in English | MEDLINE | ID: mdl-38358893

ABSTRACT

Pathogenic variants in the DES gene clinically manifest as progressive skeletal muscle weakness, cardiomyopathy with associated severe arrhythmias, and respiratory insufficiency, and are collectively known as desminopathies. While most DES pathogenic variants act via a dominant mechanism, recessively acting variants have also been reported. Currently, there are no effective therapeutic interventions for desminopathies of any type. Here, we report an affected individual with rapidly progressive dilated cardiomyopathy, requiring heart transplantation at age 13 years, in the setting of childhood-onset skeletal muscle weakness. We identified biallelic DES variants (c.640-13 T>A and c.1288+1 G>A) and show aberrant DES gene splicing in the affected individual's muscle. Through the generation of an inducible lentiviral system, we transdifferentiated fibroblast cultures derived from the affected individual into myoblasts and validated this system using RNA sequencing. We tested rationally designed, custom antisense oligonucleotides to screen for splice correction in these transdifferentiated cells and a functional minigene splicing assay. However, rather than correctly redirecting splicing, we found them to induce undesired exon skipping. Our results indicate that, while an individual precision-based molecular therapeutic approach to splice-altering pathogenic variants is promising, careful preclinical testing is imperative for each novel variant to test the feasibility of this type of approach for translation.


Subject(s)
Cardiomyopathies , Cardiomyopathy, Dilated , Adolescent , Humans , Cardiomyopathies/genetics , Cardiomyopathy, Dilated/genetics , Mutation , RNA Splicing/genetics
2.
bioRxiv ; 2023 Jun 30.
Article in English | MEDLINE | ID: mdl-37425704

ABSTRACT

Granulocyte colony stimulating factor (G-CSF) is commonly used as adjunct treatment to hasten recovery from neutropenia following chemotherapy and autologous transplantation of hematopoietic stem and progenitor cells (HSPCs) for malignant disorders. However, the utility of G-CSF administration after ex vivo gene therapy procedures targeting human HSPCs has not been thoroughly evaluated. Here, we provide evidence that post-transplant administration of G-CSF impedes engraftment of CRISPR-Cas9 gene edited human HSPCs in xenograft models. G-CSF acts by exacerbating the p53-mediated DNA damage response triggered by Cas9- mediated DNA double-stranded breaks. Transient p53 inhibition in culture attenuates the negative impact of G-CSF on gene edited HSPC function. In contrast, post-transplant administration of G-CSF does not impair the repopulating properties of unmanipulated human HSPCs or HSPCs genetically engineered by transduction with lentiviral vectors. The potential for post-transplant G-CSF administration to aggravate HSPC toxicity associated with CRISPR-Cas9 gene editing should be considered in the design of ex vivo autologous HSPC gene editing clinical trials.

3.
Sci Rep ; 12(1): 1801, 2022 02 02.
Article in English | MEDLINE | ID: mdl-35110616

ABSTRACT

Lymphoblastoid cell lines (LCLs) provide an unlimited source of genomic DNA for genetic studies. Here, we compared mtDNA sequence variants, heteroplasmic or homplasmic, between LCL (sequenced by mitoRCA-seq method) and whole blood samples (sequenced through whole genome sequencing approach) of the same 130 participants in the Framingham Heart Study. We applied harmonization of sequence coverages and consistent quality control to mtDNA sequences. We identified 866 variation sites in the 130 LCL samples and 666 sites in the 130 blood samples. More than 94% of the identified homoplasmies were present in both LCL and blood samples while more than 70% of heteroplasmic sites were uniquely present either in LCL or in blood samples. The LCL and whole blood samples carried a similar number of homoplasmic variants (p = 0.45) per sample while the LCL carried a greater number of heteroplasmic variants than whole blood per sample (p < 2.2e-16). Furthermore, the LCL samples tended to accumulate low level heteroplasmies (heteroplasmy level in 3-25%) than their paired blood samples (p = 0.001). These results suggest that cautions should be taken in the interpretation and comparison of findings when different tissues/cell types or different sequencing technologies are applied to obtain mtDNA sequences.


Subject(s)
Blood Cells , DNA, Mitochondrial/genetics , Heteroplasmy , Mitochondria/genetics , Whole Genome Sequencing , Adult , Blood Cells/metabolism , Cell Line, Transformed , DNA, Mitochondrial/blood , Female , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged , Mitochondria/metabolism , Reproducibility of Results
4.
Nature ; 597(7878): 709-714, 2021 09.
Article in English | MEDLINE | ID: mdl-34497421

ABSTRACT

Multiple sclerosis (MS) lesions that do not resolve in the months after they form harbour ongoing demyelination and axon degeneration, and are identifiable in vivo by their paramagnetic rims on MRI scans1-3. Here, to define mechanisms underlying this disabling, progressive neurodegenerative state4-6 and foster development of new therapeutic agents, we used MRI-informed single-nucleus RNA sequencing to profile the edge of demyelinated white matter lesions at various stages of inflammation. We uncovered notable glial and immune cell diversity, especially at the chronically inflamed lesion edge. We define 'microglia inflamed in MS' (MIMS) and 'astrocytes inflamed in MS', glial phenotypes that demonstrate neurodegenerative programming. The MIMS transcriptional profile overlaps with that of microglia in other neurodegenerative diseases, suggesting that primary and secondary neurodegeneration share common mechanisms and could benefit from similar therapeutic approaches. We identify complement component 1q (C1q) as a critical mediator of MIMS activation, validated immunohistochemically in MS tissue, genetically by microglia-specific C1q ablation in mice with experimental autoimmune encephalomyelitis, and therapeutically by treating chronic experimental autoimmune encephalomyelitis with C1q blockade. C1q inhibition is a potential therapeutic avenue to address chronic white matter inflammation, which could be monitored by longitudinal assessment of its dynamic biomarker, paramagnetic rim lesions, using advanced MRI methods.


Subject(s)
Astrocytes/pathology , Lymphocytes/pathology , Microglia/pathology , Multiple Sclerosis/pathology , Animals , Brain/pathology , Complement C1q/antagonists & inhibitors , Complement C1q/metabolism , Encephalomyelitis, Autoimmune, Experimental/pathology , Female , Humans , Inflammation/pathology , Magnetic Resonance Imaging , Male , Mice , Mice, Inbred C57BL , Middle Aged , Multiple Sclerosis/diagnostic imaging , RNA-Seq , Transcriptome , White Matter/pathology
5.
Sci Adv ; 7(22)2021 05.
Article in English | MEDLINE | ID: mdl-34039612

ABSTRACT

Chronic infectious diseases have a substantial impact on the human B cell compartment including a notable expansion of B cells here termed atypical B cells (ABCs). Using unbiased single-cell RNA sequencing (scRNA-seq), we uncovered and characterized heterogeneities in naïve B cell, classical memory B cells, and ABC subsets. We showed remarkably similar transcriptional profiles for ABC clusters in malaria, HIV, and autoimmune diseases and demonstrated that interferon-γ drove the expansion of ABCs in malaria. These observations suggest that ABCs represent a separate B cell lineage with a common inducer that further diversifies and acquires disease-specific characteristics and functions. In malaria, we identified ABC subsets based on isotype expression that differed in expansion in African children and in B cell receptor repertoire characteristics. Of particular interest, IgD+IgMlo and IgD-IgG+ ABCs acquired a high antigen affinity threshold for activation, suggesting that ABCs may limit autoimmune responses to low-affinity self-antigens in chronic malaria.

6.
Am J Respir Cell Mol Biol ; 63(2): 185-197, 2020 08.
Article in English | MEDLINE | ID: mdl-32338995

ABSTRACT

The primary function of APOE (apolipoprotein E) is to mediate the transport of cholesterol- and lipid-containing lipoprotein particles into cells by receptor-mediated endocytosis. APOE also has pro- and antiinflammatory effects, which are both context and concentration dependent. For example, Apoe-/- mice exhibit enhanced airway remodeling and hyperreactivity in experimental asthma, whereas increased APOE levels in lung epithelial lining fluid induce IL-1ß secretion from human asthmatic alveolar macrophages. However, APOE-mediated airway epithelial cell inflammatory responses and signaling pathways have not been defined. Here, RNA sequencing of human asthmatic bronchial brushing cells stimulated with APOE identified increased expression of mRNA transcripts encoding multiple proinflammatory genes, including CXCL5 (C-X-C motif chemokine ligand 5), an epithelial-derived chemokine that promotes neutrophil activation and chemotaxis. We subsequently characterized the APOE signaling pathway that induces CXCL5 secretion by human asthmatic small airway epithelial cells (SAECs). Neutralizing antibodies directed against TLR4 (Toll-like receptor 4), but not TLR2, attenuated APOE-mediated CXCL5 secretion by human asthmatic SAECs. Inhibition of TAK1 (transforming growth factor-ß-activated kinase 1), IκKß (inhibitor of nuclear factor κ B kinase subunit ß), TPL2 (tumor progression locus 2), and JNK (c-Jun N-terminal kinase), but not p38 MAPK (mitogen-activated protein kinase) or MEK1/2 (MAPK kinase 1/2), attenuated APOE-mediated CXCL5 secretion. The roles of TAK1, IκKß, TPL2, and JNK in APOE-mediated CXCL5 secretion were verified by RNA interference. Furthermore, RNA interference showed that after APOE stimulation, both NF-κB p65 and TPL2 were downstream of TAK1 and IκKß, whereas JNK was downstream of TPL2. In summary, elevated levels of APOE in the airway may activate a TLR4/TAK1/IκKß/NF-κB/TPL2/JNK signaling pathway that induces CXCL5 secretion by human asthmatic SAECs. These findings identify new roles for TLR4 and TPL2 in APOE-mediated proinflammatory responses in asthma.


Subject(s)
Apolipoproteins E/metabolism , Asthma/metabolism , Chemokine CXCL5/metabolism , Epithelial Cells/metabolism , Respiratory System/metabolism , Signal Transduction/physiology , Toll-Like Receptor 4/metabolism , Chemokines/metabolism , Humans , Inflammation/metabolism , Neutrophils/metabolism , RNA, Messenger/metabolism
7.
mBio ; 10(1)2019 01 29.
Article in English | MEDLINE | ID: mdl-30696738

ABSTRACT

RNA-binding proteins (RBPs) control mRNA processing, stability, transport, editing, and translation. We recently conducted transcriptome analyses comparing normal (i.e., healthy) cervical tissue samples with human papillomavirus (HPV)-positive cervical cancer tissue samples and identified 614 differentially expressed protein-coding transcripts which are enriched in cancer-related pathways and consist of 95 known RBPs. We verified the altered expression of 26 genes with a cohort of 72 cervical samples, including 24 normal cervical samples, 25 cervical intraepithelial neoplasia grade 2 (CIN2) and CIN3 samples, and 23 cervical cancer tissue samples. LY6K (lymphocyte antigen 6 complex locus K), FAM83A (family member with sequence similarity 83), CELSR3, ASF1B, IQGAP3, SEMA3F, CLDN10, MSX1, CXCL5, ASRGL1, ELAVL2, GRB7, KHSRP, NOVA1, PTBP1, and RNASEH2A were identified as novel candidate genes associated with cervical lesion progression and carcinogenesis. HPV16 or HPV18 infection was found to alter the expression of 8 RBP genes (CDKN2A, ELAVL2, GRB7, HSPB1, KHSRP, NOVA1, PTBP1, and RNASEH2A) in human vaginal and foreskin keratinocytes. Both viral E6 and E7 decreased NOVA1 expression, but only E7 increased the expression of RNASEH2A in an E2F1-dependent manner. Proliferating cell nuclear antigen (PCNA) directs RNASEH2 activity with respect to DNA replication by removing the RNA primers to promote Okazaki fragment maturation, and two factors are closely associated with neoplasia progression. Therefore, we predict that the induction of expression of RNASEH2A via viral E7 and E2F1 may promote DNA replication and cancer cell proliferation.IMPORTANCE High-risk HPV infections lead to development of cervical cancer. This study identified the differential expression of 16 novel genes (LY6K, FAM83A, CELSR3, ASF1B, IQGAP3, SEMA3F, CLDN10, MSX1, CXCL5, ASRGL1, ELAVL2, GRB7, KHSRP, NOVA1, PTBP1, and RNASEH2A) in HPV-infected cervical tissue samples and keratinocytes. Eight of these genes (CDKN2A, ELAVL2, GRB7, HSPB1, KHSRP, NOVA1, PTBP1, and RNASEH2A) encode RNA-binding proteins. Further studies indicated that both HPV16 and HPV18 infections lead to the aberrant expression of selected RBP-encoding genes. We found that viral E6 and E7 decrease NOVA1 expression but that E7 increases RNASEH2A expression via E2F1. The altered expression of these genes may be utilized as biomarkers for high-risk (HR)-HPV carcinogenesis and progression.


Subject(s)
E2F1 Transcription Factor/metabolism , Host-Pathogen Interactions , Human papillomavirus 16/physiology , Human papillomavirus 18/physiology , Papillomavirus E7 Proteins/metabolism , Ribonuclease H/metabolism , Uterine Cervical Neoplasms/pathology , Cells, Cultured , Female , Gene Expression Profiling , Gene Expression Regulation , Humans , Keratinocytes/pathology , Keratinocytes/virology , Papillomavirus Infections/pathology , Papillomavirus Infections/virology
8.
Nat Commun ; 9(1): 4186, 2018 10 10.
Article in English | MEDLINE | ID: mdl-30305631

ABSTRACT

The induction of human CD4+ Th1 cells requires autocrine stimulation of the complement receptor CD46 in direct crosstalk with a CD4+ T cell-intrinsic NLRP3 inflammasome. However, it is unclear whether human cytotoxic CD8+ T cell (CTL) responses also rely on an intrinsic complement-inflammasome axis. Here we show, using CTLs from patients with CD46 deficiency or with constitutively-active NLRP3, that CD46 delivers co-stimulatory signals for optimal CTL activity by augmenting nutrient-influx and fatty acid synthesis. Surprisingly, although CTLs express NLRP3, a canonical NLRP3 inflammasome is not required for normal human CTL activity, as CTLs from patients with hyperactive NLRP3 activity function normally. These findings establish autocrine complement and CD46 activity as integral components of normal human CTL biology, and, since CD46 is only present in humans, emphasize the divergent roles of innate immune sensors between mice and men.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , Fatty Acids/metabolism , Membrane Cofactor Protein/metabolism , Receptors, Complement/metabolism , Autocrine Communication , CD4-Positive T-Lymphocytes/immunology , Cryopyrin-Associated Periodic Syndromes/immunology , Cryopyrin-Associated Periodic Syndromes/pathology , Humans , Lymphocyte Activation/immunology , Models, Biological , NLR Family, Pyrin Domain-Containing 3 Protein/metabolism , Receptors, Antigen, T-Cell/metabolism , Signal Transduction , T-Lymphocytes, Cytotoxic/immunology
9.
J Virol ; 92(17)2018 09 01.
Article in English | MEDLINE | ID: mdl-29976658

ABSTRACT

Host-influenza virus interplay at the transcript level has been extensively characterized in epithelial cells. Yet, there are no studies that simultaneously characterize human host and influenza A virus (IAV) genomes. We infected human bronchial epithelial BEAS-2B cells with two seasonal IAV/H3N2 strains, Brisbane/10/07 and Perth/16/09 (reference strains for past vaccine seasons) and the well-characterized laboratory strain Udorn/307/72. Strand-specific RNA sequencing (RNA-seq) of the infected BEAS-2B cells allowed for simultaneous analysis of host and viral transcriptomes, in addition to pathogen genomes, to reveal changes in mRNA expression and alternative splicing (AS). In general, patterns of global and immune gene expression induced by the three IAVs were mostly shared. However, AS of host transcripts and small nuclear RNAs differed between the seasonal and laboratory strains. Analysis of viral transcriptomes showed deletions of the polymerase components (defective interfering-like RNAs) within the genome. Surprisingly, we found that the neuraminidase gene undergoes AS and that the splicing event differs between seasonal and laboratory strains. Our findings reveal novel elements of the host-virus interaction and highlight the importance of RNA-seq in identifying molecular changes at the genome level that may contribute to shaping RNA-based innate immunity.IMPORTANCE The use of massively parallel RNA sequencing (RNA-seq) has revealed insights into human and pathogen genomes and their evolution. Dual RNA-seq allows simultaneous dissection of host and pathogen genomes and strand-specific RNA-seq provides information about the polarity of the RNA. This is important in the case of negative-strand RNA viruses like influenza virus, which generate positive (complementary and mRNA) and negative-strand RNAs (genome) that differ in their potential to trigger innate immunity. Here, we characterize interactions between human bronchial epithelial cells and three influenza A/H3N2 strains using strand-specific dual RNA-seq. We focused on this subtype because of its epidemiological importance in causing significant morbidity and mortality during influenza epidemics. We report novel elements that differ between seasonal and laboratory strains highlighting the complexity of the host-virus interplay at the RNA level.


Subject(s)
Genome, Human/genetics , Genome, Viral/genetics , Host-Pathogen Interactions/genetics , Immunity, Innate/genetics , Influenza A Virus, H3N2 Subtype/genetics , Influenza, Human/immunology , Bronchi/cytology , Bronchi/virology , Epithelial Cells/virology , Gene Expression Profiling , Hemagglutinin Glycoproteins, Influenza Virus/genetics , Host-Pathogen Interactions/immunology , Humans , Influenza A Virus, H3N2 Subtype/immunology , Influenza, Human/virology , Neuraminidase/genetics , RNA Splicing/genetics , Seasons , Sequence Analysis, RNA/methods
10.
Methods Mol Biol ; 1783: 171-183, 2018.
Article in English | MEDLINE | ID: mdl-29767362

ABSTRACT

MicroRNAs are a class of small noncoding RNAs that function as regulators involving in many biological processes. The evaluation of miRNAs and their targets has been aided by miRNA expression profiling studies including multiplex PCR, microarrays, and recent next-generation sequencing tools. Next-generation sequencing has enabled us to profile thousands of genes in a single experiment and overcome the background signal and cross-hybridization issues of microarrays. Next-generation sequencing also allows for the simultaneous confirmation of known miRNAs and discovery of new miRNAs, and significantly reduces costs while providing billions of nucleotide information within a single experiment. Here we describe a detailed procedure of generation of miRNA library for next-generation sequencing to increase the efficiency of adapter ligation and finally construct a more specific cDNA library for sequencing and analyses for miRNA expression profiling.


Subject(s)
Computational Biology/methods , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic , High-Throughput Nucleotide Sequencing/methods , MicroRNAs/genetics , Sequence Analysis, RNA/methods , Gene Library , Humans
11.
Hum Genet ; 137(3): 203-213, 2018 Mar.
Article in English | MEDLINE | ID: mdl-29423652

ABSTRACT

Increasing evidence implicates mitochondrial dysfunction in aging and age-related conditions. But little is known about the molecular basis for this connection. A possible cause may be mutations in the mitochondrial DNA (mtDNA), which are often heteroplasmic-the joint presence of different alleles at a single locus in the same individual. However, the involvement of mtDNA heteroplasmy in aging and age-related conditions has not been investigated thoroughly. We deep-sequenced the complete mtDNA genomes of 356 Framingham Heart Study participants (52% women, mean age 43, mean coverage 4570-fold), identified 2880 unique mutations and comprehensively annotated them by MITOMAP and PolyPhen-2. We discovered 11 heteroplasmic "hot" spots [NADH dehydrogenase (ND) subunit 1, 4, 5 and 6 genes, n = 7; cytochrome c oxidase I (COI), n = 2; 16S rRNA, n = 1; D-loop, n = 1] for which the alternative-to-reference allele ratios significantly increased with advancing age (Bonferroni correction p < 0.001). Four of these heteroplasmic mutations in ND and COI genes were predicted to be deleterious nonsynonymous mutations which may have direct impact on ATP production. We confirmed previous findings that healthy individuals carry many low-frequency heteroplasmy mutations with potentially deleterious effects. We hypothesize that the effect of a single deleterious heteroplasmy may be minimal due to a low mutant-to-wildtype allele ratio, whereas the aggregate effects of many deleterious mutations may cause changes in mitochondrial function and contribute to age-related diseases. The identification of age-related mtDNA mutations is an important step to understand the genetic architecture of age-related diseases and may uncover novel therapeutic targets for such diseases.


Subject(s)
DNA, Mitochondrial/genetics , Genome, Mitochondrial/genetics , High-Throughput Nucleotide Sequencing , NADH Dehydrogenase/genetics , Adult , Alleles , Female , Humans , Male , Mitochondria/genetics , Mutation , RNA, Ribosomal, 16S/genetics
12.
Proc Natl Acad Sci U S A ; 115(4): 774-779, 2018 01 23.
Article in English | MEDLINE | ID: mdl-29311293

ABSTRACT

Efforts to knock out Plasmodium falciparum calcium-dependent protein kinase 1 (PfCDPK1) from asexual erythrocytic stage have not been successful, indicating an indispensable role of the enzyme in asexual growth. We recently reported generation of a transgenic parasite with mutant CDPK1 [Bansal A, et al. (2016) MBio 7:e02011-16]. The mutant CDPK1 (T145M) had reduced activity of transphosphorylation. We reasoned that CDPK1 could be disrupted in the mutant parasites. Consistent with this assumption, CDPK1 was successfully disrupted in the mutant parasites using CRISPR/Cas9. We and others could not disrupt PfCDPK1 in the WT parasites. The CDPK1 KO parasites show a slow growth rate compared with the WT and the CDPK1 T145M parasites. Additionally, the CDPK1 KO parasites show a defect in both male and female gametogenesis and could not establish an infection in mosquitoes. Complementation of the KO parasite with full-length PfCDPK1 partially rescued the asexual growth defect and mosquito infection. Comparative global transcriptomics of WT and the CDPK1 KO schizonts using RNA-seq show significantly high transcript expression of gametocyte-specific genes in the CDPK1 KO parasites. This study conclusively demonstrates that CDPK1 is a good target for developing transmission-blocking drugs.


Subject(s)
Culicidae/parasitology , Gametogenesis , Protein Kinases/physiology , Protozoan Proteins/physiology , Animals , CRISPR-Cas Systems , Gene Editing , Gene Expression Regulation , Plasmodium falciparum
13.
J Am Heart Assoc ; 6(8)2017 Aug 19.
Article in English | MEDLINE | ID: mdl-28862954

ABSTRACT

BACKGROUND: Heart failure preceded by hypertrophy is a leading cause of death, and sex differences in hypertrophy are well known, although the basis for these sex differences is poorly understood. METHODS AND RESULTS: This study used a systems biology approach to investigate mechanisms underlying sex differences in cardiac hypertrophy. Male and female mice were treated for 2 and 3 weeks with angiotensin II to induce hypertrophy. Sex differences in cardiac hypertrophy were apparent after 3 weeks of treatment. RNA sequencing was performed on hearts, and sex differences in mRNA expression at baseline and following hypertrophy were observed, as well as within-sex differences between baseline and hypertrophy. Sex differences in mRNA were substantial at baseline and reduced somewhat with hypertrophy, as the mRNA differences induced by hypertrophy tended to overwhelm the sex differences. We performed an integrative analysis to identify mRNA networks that were differentially regulated in the 2 sexes by hypertrophy and obtained a network centered on PPARα (peroxisome proliferator-activated receptor α). Mouse experiments further showed that acute inhibition of PPARα blocked sex differences in the development of hypertrophy. CONCLUSIONS: The data in this study suggest that PPARα is involved in the sex-dimorphic regulation of cardiac hypertrophy.


Subject(s)
Cardiomegaly/metabolism , Myocardium/metabolism , PPAR alpha/metabolism , Systems Biology/methods , Angiotensin II , Animals , Cardiomegaly/chemically induced , Cardiomegaly/genetics , Cardiomegaly/prevention & control , Disease Models, Animal , Female , Gene Expression Regulation , Gene Regulatory Networks , Male , Mice, Inbred C57BL , MicroRNAs/genetics , MicroRNAs/metabolism , Myocardium/pathology , Oxazoles/pharmacology , PPAR alpha/antagonists & inhibitors , PPAR alpha/genetics , Protein Interaction Maps , RNA, Messenger/genetics , RNA, Messenger/metabolism , Sex Characteristics , Sex Factors , Signal Transduction , Time Factors , Tyrosine/analogs & derivatives , Tyrosine/pharmacology
14.
Cell Stem Cell ; 20(4): 547-557.e7, 2017 04 06.
Article in English | MEDLINE | ID: mdl-28388431

ABSTRACT

Genome-wide association studies (GWAS) have highlighted a large number of genetic variants with potential disease association, but functional analysis remains a challenge. Here we describe an approach to functionally validate identified variants through differentiation of induced pluripotent stem cells (iPSCs) to study cellular pathophysiology. We collected peripheral blood cells from Framingham Heart Study participants and reprogrammed them to iPSCs. We then differentiated 68 iPSC lines into hepatocytes and adipocytes to investigate the effect of the 1p13 rs12740374 variant on cardiometabolic disease phenotypes via transcriptomics and metabolomic signatures. We observed a clear association between rs12740374 and lipid accumulation and gene expression in differentiated hepatocytes, in particular, expression of SORT1, CELSR2, and PSRC1, consistent with previous analyses of this variant using other approaches. Initial investigation of additional SNPs also highlighted correlations with gene expression. These findings suggest that iPSC-based population studies hold promise as tools for the functional validation of GWAS variants.


Subject(s)
Cell Differentiation/genetics , Genome-Wide Association Study , Induced Pluripotent Stem Cells/cytology , Metabolic Diseases/genetics , Adipocytes, White/cytology , Adipocytes, White/metabolism , Cellular Reprogramming/genetics , Chromosomes, Human, Pair 1/genetics , Cohort Studies , Down-Regulation/genetics , Genotype , Hepatocytes/cytology , Humans , Induced Pluripotent Stem Cells/metabolism , Leukocytes, Mononuclear/metabolism , Lipid Metabolism/genetics , Metabolomics , Models, Genetic , Phenotype , Quantitative Trait Loci/genetics , Reproducibility of Results , Sequence Analysis, RNA , Tissue Donors , Transcriptome/genetics
15.
Genome Biol ; 18(1): 16, 2017 01 25.
Article in English | MEDLINE | ID: mdl-28122634

ABSTRACT

BACKGROUND: Identification of single nucleotide polymorphisms (SNPs) associated with gene expression levels, known as expression quantitative trait loci (eQTLs), may improve understanding of the functional role of phenotype-associated SNPs in genome-wide association studies (GWAS). The small sample sizes of some previous eQTL studies have limited their statistical power. We conducted an eQTL investigation of microarray-based gene and exon expression levels in whole blood in a cohort of 5257 individuals, exceeding the single cohort size of previous studies by more than a factor of 2. RESULTS: We detected over 19,000 independent lead cis-eQTLs and over 6000 independent lead trans-eQTLs, targeting over 10,000 gene targets (eGenes), with a false discovery rate (FDR) < 5%. Of previously published significant GWAS SNPs, 48% are identified to be significant eQTLs in our study. Some trans-eQTLs point toward novel mechanistic explanations for the association of the SNP with the GWAS-related phenotype. We also identify 59 distinct blocks or clusters of trans-eQTLs, each targeting the expression of sets of six to 229 distinct trans-eGenes. Ten of these sets of target genes are significantly enriched for microRNA targets (FDR < 5%). Many of these clusters are associated in GWAS with multiple phenotypes. CONCLUSIONS: These findings provide insights into the molecular regulatory patterns involved in human physiology and pathophysiology. We illustrate the value of our eQTL database in the context of a recent GWAS meta-analysis of coronary artery disease and provide a list of targeted eGenes for 21 of 58 GWAS loci.


Subject(s)
Gene Expression , Genetic Predisposition to Disease , Genome-Wide Association Study , Genomics , Quantitative Trait Loci , Adult , Aged , Alleles , Cluster Analysis , Female , Gene Expression Profiling , Gene Frequency , Genome-Wide Association Study/methods , Genomics/methods , Humans , Male , MicroRNAs/genetics , Middle Aged , Polymorphism, Single Nucleotide , Regulatory Sequences, Nucleic Acid , Reproducibility of Results , Web Browser
16.
Curr Pharm Des ; 23(6): 915-920, 2017.
Article in English | MEDLINE | ID: mdl-28124601

ABSTRACT

In this mini-review, the role of macrophage phenotypes in atherogenesis is considered. Recent studies on distribution of M1 and M2 macrophages in different types of atherosclerotic lesions indicate that macrophages exhibit a high degree of plasticity of phenotype in response to various conditions in microenvironment. The effect of the accumulation of cholesterol, a key event in atherogenesis, on the macrophage phenotype is also discussed. The article presents the results of transcriptome analysis of cholesterol-loaded macrophages revealing genes involved in immune response whose expression rate has changed the most. It turned out that the interaction of macrophages with modified LDL leads to higher expression levels of pro-inflammatory marker TNF-α and antiinflammatory marker CCL18. Phenotypic profile of macrophage activation could be a good target for testing of novel anti-atherogenic immunocorrectors. A number of anti-atherogenic drugs were tested as potential immunocorrectors using primary macrophage-based model.


Subject(s)
Adjuvants, Immunologic/pharmacology , Anticholesteremic Agents/pharmacology , Atherosclerosis/drug therapy , Atherosclerosis/immunology , Macrophages/drug effects , Macrophages/immunology , Animals , Humans
17.
Nucleic Acids Res ; 44(14): 6817-29, 2016 08 19.
Article in English | MEDLINE | ID: mdl-27369383

ABSTRACT

T cell activation is a well-established model for studying cellular responses to exogenous stimulation. Using strand-specific RNA-seq, we observed that intron retention is prevalent in polyadenylated transcripts in resting CD4(+) T cells and is significantly reduced upon T cell activation. Several lines of evidence suggest that intron-retained transcripts are less stable than fully spliced transcripts. Strikingly, the decrease in intron retention (IR) levels correlate with the increase in steady-state mRNA levels. Further, the majority of the genes upregulated in activated T cells are accompanied by a significant reduction in IR. Of these 1583 genes, 185 genes are predominantly regulated at the IR level, and highly enriched in the proteasome pathway, which is essential for proper T cell proliferation and cytokine release. These observations were corroborated in both human and mouse CD4(+) T cells. Our study revealed a novel post-transcriptional regulatory mechanism that may potentially contribute to coordinated and/or quick cellular responses to extracellular stimuli such as an acute infection.


Subject(s)
CD4-Positive T-Lymphocytes/metabolism , Gene Expression Regulation , Introns/genetics , Lymphocyte Activation/genetics , Animals , Conserved Sequence/genetics , Humans , Intracellular Signaling Peptides and Proteins , Mice , Models, Biological , Proteasome Endopeptidase Complex/genetics , Proteasome Endopeptidase Complex/metabolism , RNA Stability/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , Up-Regulation/genetics
18.
Curr Protoc Microbiol ; 41: 1E.11.1-1E.11.18, 2016 05 06.
Article in English | MEDLINE | ID: mdl-27153386

ABSTRACT

Kaposi's sarcoma-associated herpesvirus (KSHV), a human gamma-herpesvirus, is etiologically linked to the development of several malignancies, mainly Kaposi's sarcoma. Expressed as an early viral protein, KSHV ORF57 is essential for lytic replication and virion production. ORF57 selectively binds to a subset of viral RNA and affects nearly all aspects of viral RNA processing. To globally identify all viral and host RNA associated with KSHV ORF57 in the infected cells, we have utilized UV cross-linking and immunoprecipitation (CLIP) of KSHV ORF57 combined with high-throughput RNA sequencing (CLIP-seq) to identify ORF57-binding RNA in BCBL-1 cells at genome-wide level. This unit provides step-by-step details on this new method that is applicable for any pathogen or host RNA-binding proteins by slight modification. © 2016 by John Wiley & Sons, Inc.


Subject(s)
B-Lymphocytes/virology , Herpesvirus 8, Human/metabolism , High-Throughput Nucleotide Sequencing/methods , Immunoprecipitation/methods , Viral Regulatory and Accessory Proteins/metabolism , B-Lymphocytes/metabolism , Cross-Linking Reagents/chemistry , Gene Expression Regulation, Viral , Herpesvirus 8, Human/genetics , Humans , Protein Binding , RNA/genetics , RNA/metabolism , Viral Regulatory and Accessory Proteins/genetics , Virus Replication
19.
Cardiovasc Res ; 110(3): 346-58, 2016 06 01.
Article in English | MEDLINE | ID: mdl-27095734

ABSTRACT

AIMS: Protein hydroxylases are oxygen- and α-ketoglutarate-dependent enzymes that catalyse hydroxylation of amino acids such as proline, thus linking oxygen and metabolism to enzymatic activity. Prolyl hydroxylation is a dynamic post-translational modification that regulates protein stability and protein-protein interactions; however, the extent of this modification is largely uncharacterized. The goals of this study are to investigate the biological consequences of prolyl hydroxylation and to identify new targets that undergo prolyl hydroxylation in human cardiomyocytes. METHODS AND RESULTS: We used human induced pluripotent stem cell-derived cardiomyocytes in combination with pulse-chase amino acid labelling and proteomics to analyse the effects of prolyl hydroxylation on protein degradation and synthesis. We identified 167 proteins that exhibit differences in degradation with inhibition of prolyl hydroxylation by dimethyloxalylglycine (DMOG); 164 were stabilized. Proteins involved in RNA splicing such as serine/arginine-rich splicing factor 2 (SRSF2) and splicing factor and proline- and glutamine-rich (SFPQ) were stabilized with DMOG. DMOG also decreased protein translation of cytoskeletal and sarcomeric proteins such as α-cardiac actin. We searched the mass spectrometry data for proline hydroxylation and identified 134 high confidence peptides mapping to 78 unique proteins. We identified SRSF2, SFPQ, α-cardiac actin, and cardiac titin as prolyl hydroxylated. We identified 29 prolyl hydroxylated proteins that showed a significant difference in either protein degradation or synthesis. Additionally, we performed next-generation RNA sequencing and showed that the observed decrease in protein synthesis was not due to changes in mRNA levels. Because RNA splicing factors were prolyl hydroxylated, we investigated splicing ± inhibition of prolyl hydroxylation and detected 369 alternative splicing events, with a preponderance of exon skipping. CONCLUSIONS: This study provides the first extensive characterization of the cardiac prolyl hydroxylome and demonstrates that inhibition of α-ketoglutarate hydroxylases alters protein stability, translation, and splicing.


Subject(s)
Cell Differentiation , Induced Pluripotent Stem Cells/enzymology , Myocytes, Cardiac/enzymology , Proline/chemistry , Prolyl Hydroxylases/metabolism , Protein Processing, Post-Translational , Alternative Splicing , Amino Acids, Dicarboxylic/pharmacology , Cell Line , Connectin/metabolism , Humans , Hydroxylation , Induced Pluripotent Stem Cells/drug effects , Myocytes, Cardiac/drug effects , PTB-Associated Splicing Factor/metabolism , Prolyl-Hydroxylase Inhibitors/pharmacology , Protein Biosynthesis , Proteolysis , Proteomics/methods , RNA, Messenger/genetics , RNA, Messenger/metabolism , Serine-Arginine Splicing Factors/metabolism
20.
Mol Syst Biol ; 11(1): 799, 2015 Apr 16.
Article in English | MEDLINE | ID: mdl-25882670

ABSTRACT

Genome-wide association studies (GWAS) have identified numerous loci associated with blood pressure (BP). The molecular mechanisms underlying BP regulation, however, remain unclear. We investigated BP-associated molecular mechanisms by integrating BP GWAS with whole blood mRNA expression profiles in 3,679 individuals, using network approaches. BP transcriptomic signatures at the single-gene and the coexpression network module levels were identified. Four coexpression modules were identified as potentially causal based on genetic inference because expression-related SNPs for their corresponding genes demonstrated enrichment for BP GWAS signals. Genes from the four modules were further projected onto predefined molecular interaction networks, revealing key drivers. Gene subnetworks entailing molecular interactions between key drivers and BP-related genes were uncovered. As proof-of-concept, we validated SH2B3, one of the top key drivers, using Sh2b3(-/-) mice. We found that a significant number of genes predicted to be regulated by SH2B3 in gene networks are perturbed in Sh2b3(-/-) mice, which demonstrate an exaggerated pressor response to angiotensin II infusion. Our findings may help to identify novel targets for the prevention or treatment of hypertension.


Subject(s)
Blood Pressure/genetics , Hypertension/genetics , Adaptor Proteins, Signal Transducing , Adult , Aged , Angiotensin II/metabolism , Animals , Body Mass Index , Cohort Studies , Disease Models, Animal , Female , Gene Regulatory Networks , Genetic Loci , Genome-Wide Association Study , Humans , Intracellular Signaling Peptides and Proteins/genetics , Intracellular Signaling Peptides and Proteins/metabolism , Linear Models , Male , Membrane Proteins , Mice , Mice, Knockout , Middle Aged , Polymorphism, Single Nucleotide , Protein Interaction Domains and Motifs , RNA, Messenger/genetics , RNA, Messenger/metabolism , Sequence Analysis, RNA , Systems Biology , Transcriptome , Young Adult
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