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1.
Gut ; 72(7): 1271-1287, 2023 07.
Article in English | MEDLINE | ID: mdl-36109152

ABSTRACT

OBJECTIVE: IBD therapies and treatments are evolving to deeper levels of remission. Molecular measures of disease may augment current endpoints including the potential for less invasive assessments. DESIGN: Transcriptome analysis on 712 endoscopically defined inflamed (Inf) and 1778 non-inflamed (Non-Inf) intestinal biopsies (n=498 Crohn's disease, n=421 UC and 243 controls) in the Mount Sinai Crohn's and Colitis Registry were used to identify genes differentially expressed between Inf and Non-Inf biopsies and to generate a molecular inflammation score (bMIS) via gene set variance analysis. A circulating MIS (cirMIS) score, reflecting intestinal molecular inflammation, was generated using blood transcriptome data. bMIS/cirMIS was validated as indicators of intestinal inflammation in four independent IBD cohorts. RESULTS: bMIS/cirMIS was strongly associated with clinical, endoscopic and histological disease activity indices. Patients with the same histologic score of inflammation had variable bMIS scores, indicating that bMIS describes a deeper range of inflammation. In available clinical trial data sets, both scores were responsive to IBD treatment. Despite similar baseline endoscopic and histologic activity, UC patients with lower baseline bMIS levels were more likely treatment responders compared with those with higher levels. Finally, among patients with UC in endoscopic and histologic remission, those with lower bMIS levels were less likely to have a disease flare over time. CONCLUSION: Transcriptionally based scores provide an alternative objective and deeper quantification of intestinal inflammation, which could augment current clinical assessments used for disease monitoring and have potential for predicting therapeutic response and patients at higher risk of disease flares.


Subject(s)
Colitis, Ulcerative , Crohn Disease , Humans , Colitis, Ulcerative/pathology , Inflammation/genetics , Inflammation/pathology , Crohn Disease/pathology , Biopsy , Biomarkers , Intestinal Mucosa/pathology
2.
Gastroenterology ; 162(3): 828-843.e11, 2022 03.
Article in English | MEDLINE | ID: mdl-34780722

ABSTRACT

BACKGROUND & AIMS: Polygenic and environmental factors are underlying causes of inflammatory bowel disease (IBD). We hypothesized that integration of the genetic loci controlling a metabolite's abundance, with known IBD genetic susceptibility loci, may help resolve metabolic drivers of IBD. METHODS: We measured the levels of 1300 metabolites in the serum of 484 patients with ulcerative colitis (UC) and 464 patients with Crohn's disease (CD) and 365 controls. Differential metabolite abundance was determined for disease status, subtype, clinical and endoscopic disease activity, as well as IBD phenotype including disease behavior, location, and extent. To inform on the genetic basis underlying metabolic diversity, we integrated metabolite and genomic data. Genetic colocalization and Mendelian randomization analyses were performed using known IBD risk loci to explore whether any metabolite was causally associated with IBD. RESULTS: We found 173 genetically controlled metabolites (metabolite quantitative trait loci, 9 novel) within 63 non-overlapping loci (7 novel). Furthermore, several metabolites significantly associated with IBD disease status and activity as defined using clinical and endoscopic indexes. This constitutes a resource for biomarker discovery and IBD biology insights. Using this resource, we show that a novel metabolite quantitative trait locus for serum butyrate levels containing ACADS was not supported as causal for IBD; replicate the association of serum omega-6 containing lipids with the fatty acid desaturase 1/2 locus and identify these metabolites as causal for CD through Mendelian randomization; and validate a novel association of serum plasmalogen and TMEM229B, which was predicted as causal for CD. CONCLUSIONS: An exploratory analysis combining genetics and unbiased serum metabolome surveys can reveal novel biomarkers of disease activity and potential mediators of pathology in IBD.


Subject(s)
Acyl-CoA Dehydrogenase/genetics , Colitis, Ulcerative/genetics , Colitis, Ulcerative/metabolism , Crohn Disease/genetics , Crohn Disease/metabolism , Adolescent , Adult , Aged , Aged, 80 and over , Biomarkers/blood , Butyrates/blood , Case-Control Studies , Child , Child, Preschool , Colitis, Ulcerative/blood , Colitis, Ulcerative/drug therapy , Crohn Disease/blood , Crohn Disease/drug therapy , Cross-Sectional Studies , Feces/chemistry , Female , Genome-Wide Association Study , Genotype , HEK293 Cells , Humans , Male , Mendelian Randomization Analysis , Metabolome , Middle Aged , Plasmalogens/blood , Plasmalogens/genetics , Quantitative Trait Loci , Severity of Illness Index , Young Adult
3.
Gastroenterology ; 161(6): 1953-1968.e15, 2021 12.
Article in English | MEDLINE | ID: mdl-34480882

ABSTRACT

BACKGROUND AND AIMS: Disease extent varies in ulcerative colitis (UC) from proctitis to left-sided colitis to pancolitis and is a major prognostic factor. When the extent of UC is limited there is often a sharp demarcation between macroscopically involved and uninvolved areas and what defines this or subsequent extension is unknown. We characterized the demarcation site molecularly and determined genes associated with subsequent disease extension. METHODS: We performed RNA sequence analysis of biopsy specimens from UC patients with endoscopically and histologically confirmed limited disease, of which a subset later extended. Biopsy specimens were obtained from the endoscopically inflamed upper (proximal) limit of disease, immediately adjacent to the uninvolved colon, as well as at more proximal, endoscopically uninflamed colonic segments. RESULTS: Differentially expressed genes were identified in the endoscopically inflamed biopsy specimens taken at each patient's most proximal diseased site relative to healthy controls. Expression of these genes in the more proximal biopsy specimens transitioned back to control levels abruptly or gradually, the latter pattern supporting the concept that disease exists beyond the endoscopic disease demarcation site. The gradually transitioning genes were associated with inflammation, angiogenesis, glucuronidation, and homeodomain pathways. A subset of these genes in inflamed biopsy specimens was found to predict disease extension better than clinical features and were responsive to biologic therapies. Network analysis revealed critical roles for interferon signaling in UC inflammation and poly(ADP-ribose) polymerase 14 (PARP14) was a predicted key driver gene of extension. Higher PARP14 protein levels were found in inflamed biopsy specimens of patients with limited UC that subsequently extended. CONCLUSION: Molecular predictors of disease extension reveal novel strategies for disease prognostication and potential therapeutic targeting.


Subject(s)
Colitis, Ulcerative/genetics , Colon/metabolism , Gene Expression Profiling , Poly(ADP-ribose) Polymerases/genetics , Sequence Analysis, RNA , Transcriptome , Bayes Theorem , Biopsy , Case-Control Studies , Colitis, Ulcerative/metabolism , Colitis, Ulcerative/pathology , Colon/pathology , Cross-Sectional Studies , Gene Expression Regulation , Gene Regulatory Networks , Humans , Patient Acuity , Poly(ADP-ribose) Polymerases/metabolism , Predictive Value of Tests , Signal Transduction
4.
Nat Commun ; 12(1): 4854, 2021 08 11.
Article in English | MEDLINE | ID: mdl-34381049

ABSTRACT

Multisystem inflammatory syndrome in children (MIS-C) presents with fever, inflammation and pathology of multiple organs in individuals under 21 years of age in the weeks following severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. Although an autoimmune pathogenesis has been proposed, the genes, pathways and cell types causal to this new disease remain unknown. Here we perform RNA sequencing of blood from patients with MIS-C and controls to find disease-associated genes clustered in a co-expression module annotated to CD56dimCD57+ natural killer (NK) cells and exhausted CD8+ T cells. A similar transcriptome signature is replicated in an independent cohort of Kawasaki disease (KD), the related condition after which MIS-C was initially named. Probing a probabilistic causal network previously constructed from over 1,000 blood transcriptomes both validates the structure of this module and reveals nine key regulators, including TBX21, a central coordinator of exhausted CD8+ T cell differentiation. Together, this unbiased, transcriptome-wide survey implicates downregulation of NK cells and cytotoxic T cell exhaustion in the pathogenesis of MIS-C.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , COVID-19/immunology , Systemic Inflammatory Response Syndrome/immunology , Transcriptome/immunology , Adolescent , CD56 Antigen/metabolism , CD57 Antigens/metabolism , CD8-Positive T-Lymphocytes/metabolism , COVID-19/genetics , Child , Child, Preschool , Down-Regulation , Female , Humans , Infant , Infant, Newborn , Killer Cells, Natural/immunology , Killer Cells, Natural/metabolism , Male , Mucocutaneous Lymph Node Syndrome/genetics , Mucocutaneous Lymph Node Syndrome/immunology , SARS-CoV-2/pathogenicity , Systemic Inflammatory Response Syndrome/genetics , Young Adult
6.
medRxiv ; 2020 Sep 02.
Article in English | MEDLINE | ID: mdl-32909006

ABSTRACT

Multisystem inflammatory syndrome in children (MIS-C) presents with fever, inflammation and multiple organ involvement in individuals under 21 years following severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. To identify genes, pathways and cell types driving MIS-C, we sequenced the blood transcriptomes of MIS-C cases, pediatric cases of coronavirus disease 2019, and healthy controls. We define a MIS-C transcriptional signature partially shared with the transcriptional response to SARS-CoV-2 infection and with the signature of Kawasaki disease, a clinically similar condition. By projecting the MIS-C signature onto a co-expression network, we identified disease gene modules and found genes downregulated in MIS-C clustered in a module enriched for the transcriptional signatures of exhausted CD8 + T-cells and CD56 dim CD57 + NK cells. Bayesian network analyses revealed nine key regulators of this module, including TBX21 , a central coordinator of exhausted CD8 + T-cell differentiation. Together, these findings suggest dysregulated cytotoxic lymphocyte response to SARS-Cov-2 infection in MIS-C.

7.
Nat Commun ; 11(1): 3942, 2020 08 07.
Article in English | MEDLINE | ID: mdl-32770063

ABSTRACT

Though discovered over 100 years ago, the molecular foundation of sporadic Alzheimer's disease (AD) remains elusive. To better characterize the complex nature of AD, we constructed multiscale causal networks on a large human AD multi-omics dataset, integrating clinical features of AD, DNA variation, and gene- and protein-expression. These probabilistic causal models enabled detection, prioritization and replication of high-confidence master regulators of AD-associated networks, including the top predicted regulator, VGF. Overexpression of neuropeptide precursor VGF in 5xFAD mice partially rescued beta-amyloid-mediated memory impairment and neuropathology. Molecular validation of network predictions downstream of VGF was also achieved in this AD model, with significant enrichment for homologous genes identified as differentially expressed in 5xFAD brains overexpressing VGF. Our findings support a causal role for VGF in protecting against AD pathogenesis and progression.


Subject(s)
Alzheimer Disease/etiology , Brain/pathology , Nerve Growth Factors/metabolism , Protein Interaction Maps , Aged , Aged, 80 and over , Alzheimer Disease/pathology , Amyloid beta-Peptides/metabolism , Animals , Datasets as Topic , Disease Models, Animal , Female , Gene Expression Profiling , Gene Regulatory Networks , Genome-Wide Association Study , Humans , Male , Mice , Mice, Transgenic , Nerve Growth Factors/genetics , Protein Interaction Mapping , Proteomics
8.
PLoS One ; 13(4): e0194830, 2018.
Article in English | MEDLINE | ID: mdl-29617394

ABSTRACT

The standard method to quantify the hemagglutinin content of influenza virus vaccines is the single radial immunodiffusion assay. This assay primarily relies on polyclonal antibodies against the head domain of the influenza virus hemagglutinin, which is the main target antigen of influenza virus vaccines. Novel influenza virus vaccine candidates that redirect the immune response towards the evolutionary more conserved hemagglutinin stalk, including chimeric hemagglutinin and headless hemagglutinin constructs, are highly dependent on the structural integrity of the protein to present conformational epitopes for neutralizing antibodies. In this study, we describe a novel enzyme-linked immunosorbent assay that allows quantifying the amount of hemagglutinin with correctly folded stalk domains and which could be further developed into a potency assay for stalk-based influenza virus vaccines.


Subject(s)
Enzyme-Linked Immunosorbent Assay , Hemagglutinin Glycoproteins, Influenza Virus/analysis , Influenza Vaccines/analysis , Animals , Antibodies, Monoclonal/chemistry , Antibodies, Monoclonal/immunology , Epitopes/immunology , Hemagglutinin Glycoproteins, Influenza Virus/genetics , Hemagglutinin Glycoproteins, Influenza Virus/metabolism , Humans , Hydrogen-Ion Concentration , Influenza A virus/metabolism , Influenza Vaccines/genetics , Influenza Vaccines/immunology , Influenza Vaccines/metabolism , Protein Domains , Protein Folding , Recombinant Fusion Proteins/analysis , Recombinant Fusion Proteins/biosynthesis , Recombinant Fusion Proteins/chemistry
9.
J Virol ; 90(2): 851-61, 2016 01 15.
Article in English | MEDLINE | ID: mdl-26512088

ABSTRACT

UNLABELLED: Between November 2013 and February 2014, China reported three human cases of H10N8 influenza virus infection in the Jiangxi province, two of which were fatal. Using hybridoma technology, we isolated a panel of H10- and N8-directed monoclonal antibodies (MAbs) and further characterized the binding reactivity of these antibodies (via enzyme-linked immunosorbent assay) to a range of purified virus and recombinant protein substrates. The H10-directed MAbs displayed functional hemagglutination inhibition (HI) and neutralization activity, and the N8-directed antibodies displayed functional neuraminidase inhibition (NI) activity against H10N8. Surprisingly, the HI-reactive H10 antibodies, as well as a previously generated, group 2 hemagglutinin (HA) stalk-reactive antibody, demonstrated NI activity against H10N8 and an H10N7 strain; this phenomenon was absent when virus was treated with detergent, suggesting the anti-HA antibodies inhibited neuraminidase enzymatic activity through steric hindrance. We tested the prophylactic efficacy of one representative H10-reactive, N8-reactive, and group 2 HA stalk-reactive antibody in vivo using a BALB/c challenge model. All three antibodies were protective at a high dose (5 mg/kg). At a low dose (0.5 mg/kg), only the anti-N8 antibody prevented weight loss. Together, these data suggest that antibody targets other than the globular head domain of the HA may be efficacious in preventing influenza virus-induced morbidity and mortality. IMPORTANCE: Avian H10N8 and H10N7 viruses have recently crossed the species barrier, causing morbidity and mortality in humans and other mammals. Although these reports are likely isolated incidents, it is possible that more cases may emerge in future winter seasons, similar to H7N9. Furthermore, regular transmission of avian influenza viruses to humans increases the risk of adaptive mutations and reassortment events, which may result in a novel virus with pandemic potential. Currently, no specific therapeutics or vaccines are available against the H10N8 influenza virus subtype. We generated a panel of H10- and N8-reactive MAbs. Although these antibodies may practically be developed into therapeutic agents, characterizing the protective potential of MAbs that have targets other than the HA globular head domain will provide insight into novel antibody-mediated mechanisms of protection and help to better understand correlates of protection for influenza A virus infection.


Subject(s)
Antibodies, Monoclonal/administration & dosage , Antibodies, Neutralizing/administration & dosage , Antibodies, Viral/administration & dosage , Immunization, Passive/methods , Immunologic Factors/administration & dosage , Influenza A Virus, H10N8 Subtype/immunology , Orthomyxoviridae Infections/prevention & control , Animals , Antibodies, Monoclonal/immunology , Antibodies, Neutralizing/immunology , Antibodies, Viral/immunology , Body Weight , Disease Models, Animal , Female , Hemagglutination Inhibition Tests , Hemagglutinin Glycoproteins, Influenza Virus/immunology , Immunologic Factors/immunology , Lung/virology , Mice, Inbred BALB C , Neuraminidase/immunology , Neutralization Tests , Orthomyxoviridae Infections/immunology , Orthomyxoviridae Infections/virology , Survival Analysis , Treatment Outcome , Viral Load , Viral Proteins/immunology
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