Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 47
Filter
Add more filters

Publication year range
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.
Gastroenterology ; 160(1): 287-301.e20, 2021 01.
Article in English | MEDLINE | ID: mdl-32980345

ABSTRACT

BACKGROUND AND AIMS: The presence of gastrointestinal symptoms and high levels of viral RNA in the stool suggest active severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) replication within enterocytes. METHODS: Here, in multiple, large cohorts of patients with inflammatory bowel disease (IBD), we have studied the intersections between Coronavirus Disease 2019 (COVID-19), intestinal inflammation, and IBD treatment. RESULTS: A striking expression of ACE2 on the small bowel enterocyte brush border supports intestinal infectivity by SARS-CoV-2. Commonly used IBD medications, both biologic and nonbiologic, do not significantly impact ACE2 and TMPRSS2 receptor expression in the uninflamed intestines. In addition, we have defined molecular responses to COVID-19 infection that are also enriched in IBD, pointing to shared molecular networks between COVID-19 and IBD. CONCLUSIONS: These data generate a novel appreciation of the confluence of COVID-19- and IBD-associated inflammation and provide mechanistic insights supporting further investigation of specific IBD drugs in the treatment of COVID-19. Preprint doi: https://doi.org/10.1101/2020.05.21.109124.


Subject(s)
Angiotensin-Converting Enzyme 2/metabolism , COVID-19/enzymology , Inflammatory Bowel Diseases/enzymology , Intestinal Mucosa/enzymology , SARS-CoV-2/pathogenicity , Serine Endopeptidases/metabolism , Angiotensin-Converting Enzyme 2/genetics , Animals , Anti-Inflammatory Agents/therapeutic use , Antiviral Agents/therapeutic use , COVID-19/genetics , COVID-19/virology , Case-Control Studies , Clinical Trials as Topic , Cross-Sectional Studies , Disease Models, Animal , Female , Gene Regulatory Networks , Host-Pathogen Interactions , Humans , Inflammatory Bowel Diseases/drug therapy , Inflammatory Bowel Diseases/genetics , Intestinal Mucosa/drug effects , Intestinal Mucosa/virology , Longitudinal Studies , Male , Mice , SARS-CoV-2/drug effects , Serine Endopeptidases/genetics , Signal Transduction , COVID-19 Drug Treatment
5.
Gastroenterology ; 157(4): 1019-1031.e7, 2019 10.
Article in English | MEDLINE | ID: mdl-31279870

ABSTRACT

BACKGROUND & AIMS: Although ustekinumab is an effective therapy for moderate to severe Crohn's disease (CD), its effects on the microscopic manifestations of CD are unknown. METHODS: We evaluated the effects of ustekinumab on histologic CD activity in an analysis of data from 251 participants in phase 3 induction and maintenance studies. Two endoscopic biopsy samples were collected at weeks 0, 8, and 44 from the ileum, splenic flexure, and rectum (18 biopsy samples from each patient). Histologic activity was assessed based on global histology activity scores (GHASs). RESULTS: At week 8, the mean GHAS was significantly reduced after ustekinumab induction treatment (from 10.4 ± 7.0 to 7.1 ± 5.9; P < .001) but not in patients who received placebo (from 9.2 ± 6.4 to 7.8 ± 6.2). At week 44 in the randomized maintenance therapy population, the mean GHAS remained reduced from week 8 in patients who received subcutaneous ustekinumab (90 mg every 8 weeks; from 7.4 ± 7.7 to 6.1 ± 4.7) but not every 12 weeks (from 5.3 ± 3.9 to 8.7 ± 4.1) or placebo (from 9.2 ± 3.8 to 10.9 ± 7.1). In the pooled (randomized and nonrandomized) maintenance therapy population, histologic improvement continued in patients given ustekinumab every 8 weeks (from 7.1 ± 6.2 to 5.2 ± 4.2; P < .0001) but not in those given ustekinumab every 12 weeks (from 6.1 ± 5.7 to 7.2 ± 5.1) or placebo (from 8.2 ± 4.2 to 8.9 ± 6.8). A significantly greater proportion of patients achieved histologic response (≥50% decrease in GHAS from baseline) at week 44 if they received ustekinumab every 8 weeks (50% in the randomized maintenance population and 54% in the pooled maintenance population) compared with every 12 weeks (17% and 39% in the randomized and pooled populations, respectively) or placebo (0% and 22% in the randomized and pooled populations, respectively) (P = .0137 for every 8 weeks vs placebo and P = .3529 for every 12 weeks vs placebo in the randomized population; P = .0168 for every 8 weeks vs placebo and P = .3069 for every 12 weeks vs placebo in the pooled population). Regional and overall mean GHASs correlated with the simple endoscopic score for CD (r = .6255, P < .0001). Multivariate analysis found an association between histologic improvement and endoscopic or histologic burden at baseline. CONCLUSIONS: In an analysis of data from participants in phase 3 induction and maintenance trials, we found histologic improvement in a greater proportion of patients given ustekinumab vs placebo. The largest improvements occurred in patients who received ustekinumab maintenance therapy every 8 weeks. ClinicalTrials.gov nos. NCT01369329, NCT01369342, and NCT01369355.


Subject(s)
Anti-Inflammatory Agents/administration & dosage , Crohn Disease/drug therapy , Gastrointestinal Agents/administration & dosage , Intestinal Mucosa/drug effects , Ustekinumab/administration & dosage , Wound Healing/drug effects , Adult , Anti-Inflammatory Agents/adverse effects , Biopsy , Crohn Disease/pathology , Drug Administration Schedule , Endoscopy, Gastrointestinal , Female , Gastrointestinal Agents/adverse effects , Humans , Induction Chemotherapy , Intestinal Mucosa/pathology , Maintenance Chemotherapy , Male , Middle Aged , Remission Induction , Time Factors , Treatment Outcome , Ustekinumab/adverse effects
6.
PLoS Genet ; 13(1): e1006565, 2017 01.
Article in English | MEDLINE | ID: mdl-28129359

ABSTRACT

To date, no large scale, systematic description of the blood serum proteome has been performed in inflammatory bowel disease (IBD) patients. By using microarray technology, a more complete description of the blood proteome of IBD patients is feasible. It may help to achieve a better understanding of the disease. We analyzed blood serum profiles of 1128 proteins in IBD patients of European descent (84 Crohn's Disease (CD) subjects and 88 Ulcerative Colitis (UC) subjects) as well as 15 healthy control subjects, and linked protein variability to patient age (all cohorts) and genetic components (genotype data generated from CD patients). We discovered new, previously unreported aging-associated proteomic traits (such as serum Albumin level), confirmed previously reported results from different tissues (i.e., upregulation of APOE with aging), and found loss of regulation of MMP7 in CD patients. In carrying out a genome wide genotype-protein association study (proteomic Quantitative Trait Loci, pQTL) within the CD patients, we identified 41 distinct proteomic traits influenced by cis pQTLs (underlying SNPs are referred to as pSNPs). Significant overlaps between pQTLs and cis eQTLs corresponding to the same gene were observed and in some cases the QTL were related to inflammatory disease susceptibility. Importantly, we discovered that serum protein levels of MST1 (Macrophage Stimulating 1) were regulated by SNP rs3197999 (p = 5.96E-10, FDR<5%), an accepted GWAS locus for IBD. Filling the knowledge gap of molecular mechanisms between GWAS hits and disease susceptibility requires systematically dissecting the impact of the locus at the cell, mRNA expression, and protein levels. The technology and analysis tools that are now available for large-scale molecular studies can elucidate how alterations in the proteome driven by genetic polymorphisms cause or provide protection against disease. Herein, we demonstrated this directly by integrating proteomic and pQTLs with existing GWAS, mRNA expression, and eQTL datasets to provide insights into the biological processes underlying IBD and pinpoint causal genetic variants along with their downstream molecular consequences.


Subject(s)
Aging/blood , Genetic Predisposition to Disease , Inflammatory Bowel Diseases/blood , Proteome/metabolism , Adult , Biomarkers/blood , Case-Control Studies , Female , Hepatocyte Growth Factor/blood , High-Throughput Screening Assays , Humans , Inflammatory Bowel Diseases/epidemiology , Inflammatory Bowel Diseases/genetics , Male , Middle Aged , Polymorphism, Single Nucleotide , Proteome/genetics , Proto-Oncogene Proteins/blood , Quantitative Trait Loci
7.
Gastroenterology ; 155(4): 1008-1011.e8, 2018 10.
Article in English | MEDLINE | ID: mdl-29981298

ABSTRACT

Golimumab, a tumor necrosis factor antagonist, is an effective treatment for patients with moderate-to-severe ulcerative colitis (UC); however, more than 50% of initial responders lose their response to the drug within the first year of therapy. A gene expression signature identified in colon biopsies collected before treatment was associated with response to infliximab, and was subsequently refined to associate with mucosal healing in response to golimumab. We performed a phase 2a open-label study of 103 golimumab-treated patients with moderate-to-severe UC to test whether the baseline gene expression signature could be used to predict which patients would achieve mucosal healing, clinical response, and clinical remission at weeks 6 and 30 of treatment. The gene expression signature identified patients who went on to achieve mucosal healing at treatment week 6 with an area under the receiver operating characteristic curve (AUCROC) of 0.688 (P = .002) and at week 30 with an AUCROC of 0.671 (P = .006). The signature identified patients with mucosal healing with 87% sensitivity, but only 34% specificity, limiting its clinical utility. The baseline gene expression signature did not identify patients who went on to achieve clinical remission or clinical response with statistical significance. Further studies are needed to identify biomarkers that can be used to predict which patients with UC will respond to treatment with anti-tumor necrosis factor agents. ClinicalTrials.gov no: NCT01988961.


Subject(s)
Anti-Inflammatory Agents/therapeutic use , Antibodies, Monoclonal/therapeutic use , Colitis, Ulcerative/drug therapy , Colitis, Ulcerative/genetics , Colon/drug effects , Gastrointestinal Agents/therapeutic use , Gene Expression Profiling/methods , Intestinal Mucosa/drug effects , Transcriptome , Anti-Inflammatory Agents/adverse effects , Anti-Inflammatory Agents/pharmacokinetics , Antibodies, Monoclonal/adverse effects , Antibodies, Monoclonal/pharmacokinetics , Area Under Curve , Clinical Decision-Making , Colitis, Ulcerative/blood , Colitis, Ulcerative/diagnosis , Colon/metabolism , Colon/pathology , Gastrointestinal Agents/adverse effects , Gastrointestinal Agents/pharmacokinetics , Genetic Markers , Humans , Inflammation Mediators/blood , Intestinal Mucosa/metabolism , Intestinal Mucosa/pathology , Pharmacogenetics , Precision Medicine , Predictive Value of Tests , Prospective Studies , ROC Curve , Remission Induction , Severity of Illness Index , Time Factors , Treatment Outcome , Wound Healing/drug effects
8.
J Pediatr Gastroenterol Nutr ; 67(1): 45-52, 2018 07.
Article in English | MEDLINE | ID: mdl-29401083

ABSTRACT

BACKGROUND: Efficacy data from adult ulcerative colitis (UC) clinical trials are often extrapolated for pediatric prescribing. Consequently, it is important to understand similarities/differences in pediatric and adult UC. Pediatric UC tends to have more extensive disease at presentation, yet genetic studies have not detected pathways that distinguish the populations, and differences in mucosal gene expression between adult and pediatric UC are not well characterized. METHODS: Using colonic microarray data from a phase 3 trial of golimumab in adult UC (87 UC; 21 healthy), the GSE10616 pediatric dataset (10 UC; 11 healthy), and a phase 1B trial of golimumab in pediatric UC (n = 19), UC expression profiles were compared and unique genes were defined as those with significant changes (|FC|>2×, adjusted P < 0.05) in one population, but not the other (|FC| < 1.2×, adjusted P > 0.05). Pathway and upstream regulator analyses were performed. Profiles by disease extent (extensive [pancolitis] vs limited [left-sided] involvement) were compared within each population. RESULTS: Pediatric and adult disease profiles overlapped substantially, with ∼50% to 75% overlap, depending on the fold-change cutoff used. Conversely, <10% of the disease profiles were unique to each population. Similar canonical pathways were enriched in both datasets. Predicted upstream regulators were also concordant, including lipopolysaccharide, interleukin-1ß, and tumor necrosis factor-α. Expression profiles of extensive UC were indistinguishable from those of patients with limited involvement in each population. CONCLUSIONS: The UC gene expression landscape is shared by adults and children, independent of disease extent. This supports extrapolation of efficacy from adults to children in developing new therapies for UC.


Subject(s)
Antibodies, Monoclonal/therapeutic use , Colitis, Ulcerative/drug therapy , Adolescent , Adult , Age Factors , Aged , Antibodies, Monoclonal/pharmacokinetics , Child , Colitis, Ulcerative/immunology , Female , Gene Expression , Humans , Intestinal Mucosa/immunology , Male , Middle Aged , Young Adult
9.
Gastroenterology ; 150(5): 1196-1207, 2016 05.
Article in English | MEDLINE | ID: mdl-26836588

ABSTRACT

BACKGROUND & AIMS: Severe forms of inflammatory bowel disease (IBD) that develop in very young children can be caused by variants in a single gene. We performed whole-exome sequence (WES) analysis to identify genetic factors that might cause granulomatous colitis and severe perianal disease, with recurrent bacterial and viral infections, in an infant of consanguineous parents. METHODS: We performed targeted WES analysis of DNA collected from the patient and her parents. We validated our findings by a similar analysis of DNA from 150 patients with very-early-onset IBD not associated with known genetic factors analyzed in Toronto, Oxford, and Munich. We compared gene expression signatures in inflamed vs noninflamed intestinal and rectal tissues collected from patients with treatment-resistant Crohn's disease who participated in a trial of ustekinumab. We performed functional studies of identified variants in primary cells from patients and cell culture. RESULTS: We identified a homozygous variant in the tripartite motif containing 22 gene (TRIM22) of the patient, as well as in 2 patients with a disease similar phenotype. Functional studies showed that the variant disrupted the ability of TRIM22 to regulate nucleotide binding oligomerization domain containing 2 (NOD2)-dependent activation of interferon-beta signaling and nuclear factor-κB. Computational studies demonstrated a correlation between the TRIM22-NOD2 network and signaling pathways and genetic factors associated very early onset and adult-onset IBD. TRIM22 is also associated with antiviral and mycobacterial effectors and markers of inflammation, such as fecal calprotectin, C-reactive protein, and Crohn's disease activity index scores. CONCLUSIONS: In WES and targeted exome sequence analyses of an infant with severe IBD characterized by granulomatous colitis and severe perianal disease, we identified a homozygous variant of TRIM22 that affects the ability of its product to regulate NOD2. Combined computational and functional studies showed that the TRIM22-NOD2 network regulates antiviral and antibacterial signaling pathways that contribute to inflammation. Further study of this network could lead to new disease markers and therapeutic targets for patients with very early and adult-onset IBD.


Subject(s)
Crohn Disease/genetics , Genetic Variation , Minor Histocompatibility Antigens/genetics , Nod2 Signaling Adaptor Protein/metabolism , Repressor Proteins/genetics , Signal Transduction , Tripartite Motif Proteins/genetics , Age of Onset , Australia , Cells, Cultured , Computational Biology , Consanguinity , Crohn Disease/diagnosis , Crohn Disease/metabolism , Crohn Disease/therapy , Databases, Genetic , England , Exome , Female , Gene Expression Profiling/methods , Gene Regulatory Networks , Genetic Association Studies , Genetic Predisposition to Disease , Germany , Homozygote , Humans , Infant, Newborn , Minor Histocompatibility Antigens/metabolism , Ontario , Pedigree , Phenotype , Protein Interaction Maps , Repressor Proteins/metabolism , Severity of Illness Index , Transfection , Tripartite Motif Proteins/metabolism
10.
BMC Complement Altern Med ; 17(1): 439, 2017 Sep 02.
Article in English | MEDLINE | ID: mdl-28865459

ABSTRACT

BACKGROUND: Indigo naturalis is a Traditional Chinese Medicine (TCM) ingredient long-recognized as a therapy for several inflammatory conditions, including psoriasis. However, its mechanism is unknown due to lack of knowledge about the responsible chemical entity. We took a different approach to this challenge by investigating the molecular profile of Indigo naturalis treatment and impacted pathways. METHODS: A randomized, double-blind, placebo-controlled clinical study was conducted using Indigo naturalis as topical monotherapy to treat moderate plaque psoriasis in a Chinese cohort (n = 24). Patients were treated with Indigo naturalis ointment (n = 16) or matched placebo (n = 8) twice daily for 8 weeks, with 1 week of follow-up. RESULTS: At week 8, significant improvements in Psoriasis Area and Severity Index (PASI) scores from baseline were observed in Indigo naturalis-treated patients (56.3% had 75% improvement [PASI 75] response) compared with placebo (0.0%). A gene expression signature of moderate psoriasis was established from baseline skin biopsies, which included the up-regulation of the interleukin (IL)-17 pathway as a key component; Indigo naturalis treatment resulted in most of these signature genes returning toward normal, including down-regulation of the IL-17 pathway. Using an in vitro keratinocyte assay, an IL-17-inhibitory effect was observed for tryptanthrin, a component of Indigo naturalis. CONCLUSIONS: This study demonstrated the clinical efficacy of Indigo naturalis in moderate psoriasis, and exemplified a novel experimental medicine approach to understand TCM targeting mechanisms. TRIAL REGISTRATION: NCT01901705 .


Subject(s)
Indigofera/chemistry , Interleukin-17/immunology , Plant Extracts/administration & dosage , Psoriasis/drug therapy , Adult , Aged , Female , Humans , Interleukin-17/genetics , Male , Middle Aged , Psoriasis/genetics , Psoriasis/immunology , Treatment Outcome , Young Adult
11.
BMC Bioinformatics ; 16: 304, 2015 Sep 22.
Article in English | MEDLINE | ID: mdl-26395405

ABSTRACT

MOTIVATION: Next-generation sequencing (NGS) technologies have become much more efficient, allowing whole human genomes to be sequenced faster and cheaper than ever before. However, processing the raw sequence reads associated with NGS technologies requires care and sophistication in order to draw compelling inferences about phenotypic consequences of variation in human genomes. It has been shown that different approaches to variant calling from NGS data can lead to different conclusions. Ensuring appropriate accuracy and quality in variant calling can come at a computational cost. RESULTS: We describe our experience implementing and evaluating a group-based approach to calling variants on large numbers of whole human genomes. We explore the influence of many factors that may impact the accuracy and efficiency of group-based variant calling, including group size, the biogeographical backgrounds of the individuals who have been sequenced, and the computing environment used. We make efficient use of the Gordon supercomputer cluster at the San Diego Supercomputer Center by incorporating job-packing and parallelization considerations into our workflow while calling variants on 437 whole human genomes generated as part of large association study. CONCLUSIONS: We ultimately find that our workflow resulted in high-quality variant calls in a computationally efficient manner. We argue that studies like ours should motivate further investigations combining hardware-oriented advances in computing systems with algorithmic developments to tackle emerging 'big data' problems in biomedical research brought on by the expansion of NGS technologies.


Subject(s)
Computers , Genome, Human , Genomics/methods , High-Throughput Nucleotide Sequencing/methods , Polymorphism, Single Nucleotide/genetics , Sequence Analysis, DNA/methods , Software , Data Interpretation, Statistical , Humans
13.
J Allergy Clin Immunol ; 133(4): 1032-40, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24679469

ABSTRACT

BACKGROUND: IL-23 expression is increased in psoriatic lesions and might regulate TH17 T-cell counts in patients with psoriasis. OBJECTIVES: We sought to test a novel IL-23-specific therapeutic agent for the treatment of psoriasis. METHODS: In this randomized, double-blind, placebo-controlled study the safety, tolerability, and clinical response of guselkumab, an anti-IL-23-specific mAb, were evaluated in patients with moderate-to-severe plaque psoriasis. A total of 24 patients were randomized to receive a single dose of placebo or 10, 30, 100, or 300 mg of guselkumab. Clinical response was assessed by using the Psoriasis Area and Severity Index (PASI). Additionally, histologic analysis and gene expression in skin biopsy specimens from guselkumab-treated patients were compared with those from placebo-treated patients. RESULTS: At week 12, 50% (10 mg), 60% (30 and 100 mg), and 100% (300 mg) of guselkumab-treated patients, respectively, achieved a 75% improvement in PASI scores from baseline compared with 0% of placebo-treated patients. Improvements in PASI scores were generally maintained through week 24 in all guselkumab-treated patients. The proportion of patients experiencing an adverse event was comparable between the combined guselkumab (13/20 [65.0%]) and placebo (2/4 [50.0%]) groups through week 24. Analysis of lesional and nonlesional skin biopsy specimens demonstrated decreases in epidermal thickness and T-cell and dendritic cell expression in guselkumab-treated patients compared with values seen in placebo-treated patients. At week 12, significant reductions in psoriasis gene expression and serum IL-17A levels were observed in guselkumab-treated patients. CONCLUSION: IL-23 inhibition with a single dose of guselkumab results in clinical responses in patients with moderate-to-severe psoriasis, suggesting that neutralization of IL-23 alone is a promising therapy for psoriasis.


Subject(s)
Antibodies, Monoclonal/therapeutic use , Interleukin-23/antagonists & inhibitors , Psoriasis/drug therapy , Antibodies, Monoclonal/administration & dosage , Antibodies, Monoclonal/adverse effects , Antibodies, Monoclonal, Humanized , Antibodies, Neutralizing/administration & dosage , Antibodies, Neutralizing/adverse effects , Antibodies, Neutralizing/therapeutic use , Biomarkers , Biopsy , Cluster Analysis , Cytokines/blood , Cytokines/metabolism , Gene Expression Profiling , Humans , Inflammation Mediators/blood , Inflammation Mediators/metabolism , Interleukin-17/blood , Psoriasis/genetics , Psoriasis/immunology , Psoriasis/metabolism , Psoriasis/pathology , Skin/immunology , Skin/pathology , Th17 Cells/immunology , Th17 Cells/metabolism , Treatment Outcome
14.
Lancet ; 382(9894): 780-9, 2013 Aug 31.
Article in English | MEDLINE | ID: mdl-23769296

ABSTRACT

BACKGROUND: Many patients with psoriasis develop psoriatic arthritis, a chronic inflammatory disease that afflicts peripheral synovial, axial, and entheseal structures. The fully human monoclonal antibody ustekinumab is an efficacious treatment for moderate-to-severe plaque psoriasis. We did a randomised, placebo-controlled, phase 3 trial to assess the safety and efficacy of ustekinumab in patients with active psoriatic arthritis. METHODS: In this phase 3, multicentre, double-blind, placebo-controlled trial at 104 sites in Europe, North America, and Asia-Pacific, adults with active psoriatic arthritis (≥5 tender and ≥5 swollen joints, C-reactive protein ≥3·0 mg/L) were randomly assigned (1:1:1, by dynamic central randomisation based on an algorithm implemented by an interactive voice-web response system) to 45 mg ustekinumab, 90 mg ustekinumab, or placebo at week 0, week 4, and every 12 weeks thereafter. At week 16, patients with less than 5% improvement in both tender and swollen joint counts entered masked early-escape and were given 45 mg ustekinumab (if in the placebo group) or 90 mg ustekinumab (if in the 45 mg group). At week 24, all remaining patients in the placebo group received ustekinumab 45 mg, which they continued at week 28 and every 12 weeks thereafter. Our primary endpoint was 20% or greater improvement in American College of Rheumatology (ACR20) criteria at week 24. This trial is registered with ClinicalTrials.gov (NCT01009086) and EudraCT (2009-012264-14). FINDINGS: Between Nov 30, 2009, and March 30, 2011, 615 patients were randomly assigned-206 to placebo, 205 to 45 mg ustekinumab, and 204 to 90 mg ustekinumab. More ustekinumab-treated (87 of 205 [42·4%] in the 45 mg group and 101 of 204 [49·5%] in the 90 mg group) than placebo-treated (47 of 206 [22·8%]) patients achieved ACR20 at week 24 (p<0·0001 for both comparisons); responses were maintained at week 52. At week 16, proportions of patients with adverse events were similar in the ustekinumab and placebo groups (171 of 409 [41·8%] vs 86 of 205 [42·0%]). INTERPRETATION: Ustekinumab significantly improved active psoriatic arthritis compared with placebo, and might offer an alternative therapeutic mechanism of action to approved biological treatments. FUNDING: Janssen Research & Development.


Subject(s)
Antibodies, Monoclonal, Humanized/therapeutic use , Arthritis, Psoriatic/drug therapy , Adolescent , Adult , Aged , Aged, 80 and over , Antibodies, Monoclonal, Humanized/adverse effects , Double-Blind Method , Female , Humans , Male , Middle Aged , Treatment Outcome , Ustekinumab , Young Adult
15.
Eur Respir J ; 44(5): 1296-307, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25034562

ABSTRACT

Sarcoidosis is characterised by non-caseating granulomas that secrete pro-inflammatory cytokines, including interleukin (IL)-12, IL-23, and tumour necrosis factor (TNF)-α. Ustekinumab and golimumab are monoclonal antibodies that specifically inhibit IL-12/IL-23 and TNF-α, respectively. Patients with chronic pulmonary sarcoidosis (lung group) and/or skin sarcoidosis (skin group) received either 180 mg ustekinumab at week 0 followed by 90 mg every 8 weeks, 200 mg golimumab at week 0 followed by 100 mg every 4 weeks, or placebo. Patients underwent corticosteroid tapering between weeks 16 and 28. The primary end-point was week 16 change in percentage predicted forced vital capacity (ΔFVC % pred) in the lung group. Major secondary end-points were: week 28 for ΔFVC % pred, 6-min walking distance, St George's Respiratory Questionnaire (lung group), and Skin Physician Global Assessment response (skin group). At week 16, no significant differences were observed in ΔFVC % pred with ustekinumab (-0.15, p = 0.13) or golimumab (1.15, p = 0.54) compared with placebo (2.02). At week 28, there were no significant improvements in the major secondary end-points, although a nonsignificant numerically greater Skin Physician Global Assessment response was observed following golimumab treatment (53%) when compared with the placebo (30%). Serious adverse events were similar in all treatment groups. Although treatment was well tolerated, neither ustekinumab nor golimumab demonstrated efficacy in pulmonary sarcoidosis. However, trends towards improvement were observed with golimumab in some dermatological end-points.


Subject(s)
Antibodies, Monoclonal, Humanized/therapeutic use , Antibodies, Monoclonal/therapeutic use , Antirheumatic Agents/therapeutic use , Sarcoidosis/drug therapy , Sarcoidosis/physiopathology , Adult , Chronic Disease , Double-Blind Method , Female , Humans , Interleukin-12/antagonists & inhibitors , Interleukin-23/antagonists & inhibitors , Male , Middle Aged , Tumor Necrosis Factor-alpha/antagonists & inhibitors , Ustekinumab
16.
Ann Rheum Dis ; 73(6): 1000-6, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24553909

ABSTRACT

OBJECTIVE: Evaluate ustekinumab, an anti-interleukin (IL)-12 and IL-23 antibody, effects on radiographic progression in psoriatic arthritis (PsA). METHODS: We conducted preplanned integrated analyses of combined radiographic data from PSUMMIT-1 and PSUMMIT-2 phase 3, randomised, controlled trials. Patients had active PsA despite prior conventional and/or biologic disease-modifying antirheumatic drugs (≥5/66 swollen, ≥5/68 tender joints, C-reactive protein ≥3.0 mg/L, documented plaque psoriasis). Patients (PSUMMIT-1, n=615; PSUMMIT-2, n=312) were randomised to ustekinumab 45 mg, 90 mg, or placebo, at weeks (wk) 0, 4 and every (q) 12 wks. At wk 16, patients with <5% improvement in tender/swollen joint counts entered blinded early escape. All other placebo patients received ustekinumab 45 mg at wk 24 and wk 28, then q 12 wks. Radiographs of hands/feet at wks 0/24/52 were assessed using PsA-modified van der Heijde-Sharp (vdH-S) scores; combined PSUMMIT-1 and PSUMMIT-2 changes in total vdH-S scores from wk 0 to wk 24 comprised the prespecified primary radiographic analysis. Treatment effects were assessed using analysis of variance on van der Waerden normal scores (factors=treatment, baseline methotrexate usage, and study). RESULTS: Integrated data analysis results indicated that ustekinumab-treated patients (regardless of dose) demonstrated significantly less radiographic progression at wk 24 than did placebo recipients (wk 0-24 total vdH-S score mean changes: 0.4-combined/individual ustekinumab dose groups, 1.0-placebo; all p<0.02). From wk 24 to wk 52, inhibition of radiographic progression was maintained for ustekinumab-treated patients, and progression was substantially reduced among initial placebo recipients who started ustekinumab at wk 16 or wk 24 (wk 24 - wk 52, total vdH-S score mean change: 0.08). CONCLUSIONS: Ustekinumab 45 and 90 mg treatments significantly inhibited radiographic progression of joint damage in patients with active PsA.


Subject(s)
Antibodies, Monoclonal, Humanized/therapeutic use , Antirheumatic Agents/therapeutic use , Arthritis, Psoriatic/drug therapy , Foot Joints/diagnostic imaging , Hand Joints/diagnostic imaging , Interleukin-12 Subunit p40/antagonists & inhibitors , Adult , Arthritis, Psoriatic/diagnostic imaging , Cross-Over Studies , Disease Progression , Double-Blind Method , Drug Therapy, Combination , Female , Humans , Male , Methotrexate/therapeutic use , Middle Aged , Radiography , Treatment Outcome , Ustekinumab
17.
J Transl Med ; 11: 194, 2013 Aug 22.
Article in English | MEDLINE | ID: mdl-23965158

ABSTRACT

BACKGROUND: Moderate-to-severe psoriasis is associated with an increased risk of atherosclerotic cardiovascular disease (ASCVD); however, the link is poorly understood. METHODS: Skin and serum from patients with psoriasis were evaluated to understand if there was evidence of dysregulation in a targeted group of inflammatory and lipid genes related to ASCVD. Microarray analyses of expression of targeted ASCVD genes from skin in 89 patients with moderate-to-severe psoriasis from the ACCEPT trial were compared with non-diseased skin from healthy controls (n = 25). Serum (n = 149) was tested at baseline for monocyte chemoattractant protein-1 (MCP-1), macrophage-derived chemokine (MDC), and apolipoprotein-A1 (Apo-A1) comparing to healthy controls (n=162). RESULTS: An increase in skin gene expression for MCP-1 (7.98-fold) and MDC (6.66-fold) (p < 0.001 each) was observed in lesional versus healthy skin. Significant decreases in liver X receptor-alpha (LXR-α) (-5.94-fold), a protective lipoprotein metabolism gene, and in peroxisome proliferator-activated receptor-alpha (PPAR-α) (-7.58-fold), a protective anti-inflammatory and lipid modulating gene, were observed in lesional versus healthy skin (p < 0.001 each). Serum analyses revealed that MCP-1 (502 vs. 141 pg/mL) and MDC (1240 vs. 409 pg/mL) levels were significantly elevated in psoriasis compared with healthy controls (p < 0.001 each). Dysregulated lipid metabolism was also evident in the serum, as Apo-A1, a protein product related to PPAR-α activation, was significantly decreased in patients with psoriasis compared with healthy controls (25.2 vs. 38.9 mg/dL; p < 0.001). CONCLUSIONS: Analyses of targeted genes and their products known to be associated with ASCVD revealed dysregulation of inflammatory (MCP-1 and MDC) and lipid metabolism (LXR-α, PPAR-α) genes in psoriasis. These findings provide evidence of a potential shared pathophysiology linking psoriasis to cardiometabolic diseases.


Subject(s)
Atherosclerosis/blood , Atherosclerosis/metabolism , Metabolic Networks and Pathways , Psoriasis/blood , Psoriasis/metabolism , Skin/metabolism , Skin/pathology , Atherosclerosis/genetics , Case-Control Studies , Chemotaxis , Demography , Female , Gene Expression Profiling , Gene Expression Regulation , Humans , Inflammation/genetics , Inflammation/pathology , Lipid Metabolism/genetics , Male , Middle Aged , Oligonucleotide Array Sequence Analysis , Psoriasis/pathology
18.
Am J Respir Crit Care Med ; 185(1): 67-76, 2012 Jan 01.
Article in English | MEDLINE | ID: mdl-22016448

ABSTRACT

RATIONALE: Idiopathic pulmonary fibrosis (IPF) is a lethal lung disease of unknown etiology with a variable and unpredictable course. OBJECTIVES: The aim of this study was to identify and validate plasma proteins that are predictive of outcome in IPF. METHODS: Plasma samples were available for 241 patients with IPF (140 derivation and 101 validation). In the derivation cohort, concentrations of 92 proteins were analyzed using a multiplex bead-based immunoassay and concentrations of matrix metalloproteinase (MMP)-7, MMP-1, and surfactant protein D were assessed by ELISA. In the validation cohort concentrations of intercellular adhesion molecule (ICAM)-1, IL-8, and vascular cell adhesion molecule (VCAM)-1 were assessed by bead-based multiplex assay, and S100A12 and MMP-7 by ELISA. Associations of biomarkers with mortality, transplant-free survival, and disease progression were tested in the derivation and validation cohorts using nonparametric methods of survival analysis and the Cox proportional hazards model, and an integrated risk prediction score was derived and tested. MEASUREMENTS AND MAIN RESULTS: High concentrations of MMP-7, ICAM-1, IL-8, VCAM-1, and S100A12 predicted poor overall survival, poor transplant-free survival, and poor progression-free survival in the derivation cohort. In the independent validation cohort high concentrations of all five were predictive of poor transplant-free survival; MMP-7, ICAM-1, and IL-8 of overall survival; and ICAM-1 of poor progression-free survival. The personal clinical and molecular mortality prediction index derived in the derivation cohort was highly predictive of mortality in the validation cohort. CONCLUSIONS: Our results suggest that plasma proteins should be evaluated as a tool for prognosis determination in prioritization of patients for lung transplantation and stratification in drug studies.


Subject(s)
Cell Adhesion Molecules/blood , Idiopathic Pulmonary Fibrosis/blood , Idiopathic Pulmonary Fibrosis/mortality , Interleukin-8/blood , Matrix Metalloproteinases/blood , S100 Proteins/blood , Aged , Biomarkers/blood , Cohort Studies , Enzyme-Linked Immunosorbent Assay/methods , Female , Humans , Intercellular Adhesion Molecule-1/blood , Male , Matrix Metalloproteinase 1/blood , Matrix Metalloproteinase 7/blood , Predictive Value of Tests , Proportional Hazards Models , S100A12 Protein , Survival Analysis , Vascular Cell Adhesion Molecule-1/blood
19.
J Drugs Dermatol ; 12(10): 1122-9, 2013 Oct.
Article in English | MEDLINE | ID: mdl-24085047

ABSTRACT

BACKGROUND: Little is known about the impact of long-term use of immunosuppressive agents on immune response. OBJECTIVES: Assess the impact of continuous maintenance ustekinumab treatment on patients' ability to mount immune responses to pneumococcal (T-cell-independent) and tetanus toxoid (T-cell-dependent) vaccines. PATIENTS AND METHODS: Ustekinumab-treated patients with moderate-to-severe psoriasis treated in the long-term extension of the Phase 3 PHOENIX 2 trial (n=60) were compared with control psoriasis patients not receiving systemic therapy (n=56). Patients were vaccinated with both 23-valent pneumococcal and tetanus toxoid vaccines. Serum samples collected pre-vaccination and 4 weeks post-vaccination were assessed for antibody responses. RESULTS: No differences in the ability of ustekinumab-treated patients to respond to pneumococcal or tetanus toxoid vaccinations were observed compared with controls. A ≥2-fold increase in antibody levels in ≥7 of 14 serotypes of the pneumococcal vaccine was observed in ustekinumab-treated (96.6%) and untreated control (92.6%) patients following vaccination. Ustekinumab-treated patients achieved a ≥4-fold increase (84.7%) in anti-tetanus antibody vs. 77.8% in the control group. No differences were detected in ex-vivo responses to anti-CD3/CD28 or tetanus toxoid between ustekinumab-treated and control groups. CONCLUSION: Long-term treatment (≥3 years) with ustekinumab does not compromise the immune response to T-cell-dependent/-independent vaccines in patients with moderate-to-severe psoriasis.


Subject(s)
Antibodies, Monoclonal, Humanized/adverse effects , Psoriasis/immunology , Streptococcus pneumoniae/immunology , Tetanus Toxoid/immunology , Adult , Antibodies/analysis , Antibodies, Monoclonal, Humanized/therapeutic use , Female , Humans , Male , Middle Aged , Pneumococcal Vaccines/immunology , Psoriasis/drug therapy , Ustekinumab , Vaccination
20.
J Am Acad Dermatol ; 66(6): 901-10, 910.e1-2, 2012 Jun.
Article in English | MEDLINE | ID: mdl-21924794

ABSTRACT

BACKGROUND: Cutaneous sarcoidosis (CS) skin provides relatively noninvasive access to granulomatous sarcoidosis tissue. OBJECTIVE: We sought to explore the role of the T-helper (Th)1 and Th17 pathways in sarcoidosis. METHODS: We used molecular profiling and gene expression analysis to analyze the Th1 and Th17 pathways and other immune-mediated pathways in CS. Molecular profiles were obtained from sarcoidosis skin lesions (lesional skin [LS]), unaffected skin from patients with CS (non-LS), and the skin of healthy control subjects. Whole blood was collected to compare the molecular profile of sarcoidosis skin lesions and whole blood. RESULTS: Twenty participants were enrolled: 15 with active CS and 5 healthy volunteers. Microarray analyses comparing non-LS and healthy volunteer skin with LS showed several thousand genes differentially expressed (≥2-fold change false discovery rate, P < .01). Targeted selections of genes associated with Th1 and Th17 phenotypes showed a strong Th1 profile of sarcoidosis and expression of interleukin (IL)-23 and IL-23R with limited expression of other Th17 pathway genes. IL-21 and signal transducer and activator of transcription 3 (STAT3) were also dysregulated in skin and whole blood, providing additional evidence for involvement of the IL-12 pathway and potential activation of the Th17 pathway. LIMITATIONS: Measurements were made at a single point in time and may not identify mechanisms that may be identified in patients followed up longitudinally. CONCLUSION: These findings provide novel insight into the dysregulated pathways that may be involved in the pathogenesis of sarcoidosis.


Subject(s)
Gene Expression Profiling , Interleukin-12/physiology , Sarcoidosis/physiopathology , Signal Transduction/physiology , Skin Diseases/physiopathology , Th1 Cells/physiology , Th17 Cells/physiology , Adult , Female , Humans , Male , Microarray Analysis , Middle Aged , Real-Time Polymerase Chain Reaction , STAT3 Transcription Factor/physiology , Sarcoidosis/immunology , Up-Regulation/physiology
SELECTION OF CITATIONS
SEARCH DETAIL