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2.
Gastroenterology ; 158(1): 189-199, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31600487

RESUMO

BACKGROUND & AIMS: Anti-tumor necrosis factor (anti-TNF) therapies are the most widely used biologic drugs for treating immune-mediated diseases, but repeated administration can induce the formation of anti-drug antibodies. The ability to identify patients at increased risk for development of anti-drug antibodies would facilitate selection of therapy and use of preventative strategies. METHODS: We performed a genome-wide association study to identify variants associated with time to development of anti-drug antibodies in a discovery cohort of 1240 biologic-naïve patients with Crohn's disease starting infliximab or adalimumab therapy. Immunogenicity was defined as an anti-drug antibody titer ≥10 AU/mL using a drug-tolerant enzyme-linked immunosorbent assay. Significant association signals were confirmed in a replication cohort of 178 patients with inflammatory bowel disease. RESULTS: The HLA-DQA1*05 allele, carried by approximately 40% of Europeans, significantly increased the rate of immunogenicity (hazard ratio [HR], 1.90; 95% confidence interval [CI], 1.60-2.25; P = 5.88 × 10-13). The highest rates of immunogenicity, 92% at 1 year, were observed in patients treated with infliximab monotherapy who carried HLA-DQA1*05; conversely the lowest rates of immunogenicity, 10% at 1 year, were observed in patients treated with adalimumab combination therapy who did not carry HLA-DQA1*05. We confirmed this finding in the replication cohort (HR, 2.00; 95% CI, 1.35-2.98; P = 6.60 × 10-4). This association was consistent for patients treated with adalimumab (HR, 1.89; 95% CI, 1.32-2.70) or infliximab (HR, 1.92; 95% CI, 1.57-2.33), and for patients treated with anti-TNF therapy alone (HR, 1.75; 95% CI, 1.37-2.22) or in combination with an immunomodulator (HR, 2.01; 95% CI, 1.57-2.58). CONCLUSIONS: In an observational study, we found a genome-wide significant association between HLA-DQA1*05 and the development of antibodies against anti-TNF agents. A randomized controlled biomarker trial is required to determine whether pretreatment testing for HLA-DQA1*05 improves patient outcomes by helping physicians select anti-TNF and combination therapies. ClinicalTrials.gov ID: NCT03088449.


Assuntos
Adalimumab/imunologia , Doença de Crohn/terapia , Cadeias alfa de HLA-DQ/genética , Infliximab/imunologia , Fator de Necrose Tumoral alfa/antagonistas & inibidores , Adalimumab/uso terapêutico , Adulto , Alelos , Doença de Crohn/sangue , Feminino , Estudo de Associação Genômica Ampla , Heterozigoto , Humanos , Infliximab/uso terapêutico , Masculino , Pessoa de Meia-Idade , Seleção de Pacientes , Fator de Necrose Tumoral alfa/imunologia , Adulto Jovem
3.
PLoS Genet ; 14(5): e1007329, 2018 05.
Artigo em Inglês | MEDLINE | ID: mdl-29795570

RESUMO

As part of a broader collaborative network of exome sequencing studies, we developed a jointly called data set of 5,685 Ashkenazi Jewish exomes. We make publicly available a resource of site and allele frequencies, which should serve as a reference for medical genetics in the Ashkenazim (hosted in part at https://ibd.broadinstitute.org, also available in gnomAD at http://gnomad.broadinstitute.org). We estimate that 34% of protein-coding alleles present in the Ashkenazi Jewish population at frequencies greater than 0.2% are significantly more frequent (mean 15-fold) than their maximum frequency observed in other reference populations. Arising via a well-described founder effect approximately 30 generations ago, this catalog of enriched alleles can contribute to differences in genetic risk and overall prevalence of diseases between populations. As validation we document 148 AJ enriched protein-altering alleles that overlap with "pathogenic" ClinVar alleles (table available at https://github.com/macarthur-lab/clinvar/blob/master/output/clinvar.tsv), including those that account for 10-100 fold differences in prevalence between AJ and non-AJ populations of some rare diseases, especially recessive conditions, including Gaucher disease (GBA, p.Asn409Ser, 8-fold enrichment); Canavan disease (ASPA, p.Glu285Ala, 12-fold enrichment); and Tay-Sachs disease (HEXA, c.1421+1G>C, 27-fold enrichment; p.Tyr427IlefsTer5, 12-fold enrichment). We next sought to use this catalog, of well-established relevance to Mendelian disease, to explore Crohn's disease, a common disease with an estimated two to four-fold excess prevalence in AJ. We specifically attempt to evaluate whether strong acting rare alleles, particularly protein-truncating or otherwise large effect-size alleles, enriched by the same founder-effect, contribute excess genetic risk to Crohn's disease in AJ, and find that ten rare genetic risk factors in NOD2 and LRRK2 are enriched in AJ (p < 0.005), including several novel contributing alleles, show evidence of association to CD. Independently, we find that genomewide common variant risk defined by GWAS shows a strong difference between AJ and non-AJ European control population samples (0.97 s.d. higher, p<10-16). Taken together, the results suggest coordinated selection in AJ population for higher CD risk alleles in general. The results and approach illustrate the value of exome sequencing data in case-control studies along with reference data sets like ExAC (sites VCF available via FTP at ftp.broadinstitute.org/pub/ExAC_release/release0.3/) to pinpoint genetic variation that contributes to variable disease predisposition across populations.


Assuntos
Doença de Crohn/genética , Predisposição Genética para Doença/genética , Judeus/genética , Doenças Raras/genética , Algoritmos , Doença de Crohn/epidemiologia , Genética Populacional , Estudo de Associação Genômica Ampla , Haplótipos , Humanos , Modelos Genéticos , Epidemiologia Molecular , Polimorfismo de Nucleotídeo Único , Doenças Raras/epidemiologia
4.
JAMA ; 321(8): 773-785, 2019 02 26.
Artigo em Inglês | MEDLINE | ID: mdl-30806694

RESUMO

Importance: Use of thiopurines may be limited by myelosuppression. TPMT pharmacogenetic testing identifies only 25% of at-risk patients of European ancestry. Among patients of East Asian ancestry, NUDT15 variants are associated with thiopurine-induced myelosuppression (TIM). Objective: To identify genetic variants associated with TIM among patients of European ancestry with inflammatory bowel disease (IBD). Design, Setting, and Participants: Case-control study of 491 patients affected by TIM and 679 thiopurine-tolerant unaffected patients who were recruited from 89 international sites between March 2012 and November 2015. Genome-wide association studies (GWAS) and exome-wide association studies (EWAS) were conducted in patients of European ancestry. The replication cohort comprised 73 patients affected by TIM and 840 thiopurine-tolerant unaffected patients. Exposures: Genetic variants associated with TIM. Main Outcomes and Measures: Thiopurine-induced myelosuppression, defined as a decline in absolute white blood cell count to 2.5 × 109/L or less or a decline in absolute neutrophil cell count to 1.0 × 109/L or less leading to a dose reduction or drug withdrawal. Results: Among 1077 patients (398 affected and 679 unaffected; median age at IBD diagnosis, 31.0 years [interquartile range, 21.2 to 44.1 years]; 540 [50%] women; 602 [56%] diagnosed as having Crohn disease), 919 (311 affected and 608 unaffected) were included in the GWAS analysis and 961 (328 affected and 633 unaffected) in the EWAS analysis. The GWAS analysis confirmed association of TPMT (chromosome 6, rs11969064) with TIM (30.5% [95/311] affected vs 16.4% [100/608] unaffected patients; odds ratio [OR], 2.3 [95% CI, 1.7 to 3.1], P = 5.2 × 10-9). The EWAS analysis demonstrated an association with an in-frame deletion in NUDT15 (chromosome 13, rs746071566) and TIM (5.8% [19/328] affected vs 0.2% [1/633] unaffected patients; OR, 38.2 [95% CI, 5.1 to 286.1], P = 1.3 × 10-8), which was replicated in a different cohort (2.7% [2/73] affected vs 0.2% [2/840] unaffected patients; OR, 11.8 [95% CI, 1.6 to 85.0], P = .03). Carriage of any of 3 coding NUDT15 variants was associated with an increased risk (OR, 27.3 [95% CI, 9.3 to 116.7], P = 1.1 × 10-7) of TIM, independent of TPMT genotype and thiopurine dose. Conclusions and Relevance: Among patients of European ancestry with IBD, variants in NUDT15 were associated with increased risk of TIM. These findings suggest that NUDT15 genotyping may be considered prior to initiation of thiopurine therapy; however, further study including additional validation in independent cohorts is required.


Assuntos
Colite Ulcerativa/genética , Doença de Crohn/genética , Metiltransferases/metabolismo , Pirofosfatases/genética , Adolescente , Adulto , Estudos de Casos e Controles , Colite Ulcerativa/tratamento farmacológico , Colite Ulcerativa/metabolismo , Doença de Crohn/tratamento farmacológico , Doença de Crohn/metabolismo , Exoma , Feminino , Estudo de Associação Genômica Ampla , Haplótipos , Humanos , Contagem de Leucócitos , Masculino , Metiltransferases/genética , Metiltransferases/uso terapêutico , Polimorfismo de Nucleotídeo Único , Análise de Sequência de DNA/métodos , População Branca , Adulto Jovem
5.
Genome Res ; 21(11): 1841-50, 2011 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-21940836

RESUMO

In invertebrates that harbor functional DNA methylation enzymatic machinery, gene-bodies are the primary targets for CpG methylation. However, virtually all other aspects of invertebrate DNA methylation have remained a mystery until now. Here, using a comparative methylomics approach, we demonstrate that Nematostella vectensis, Ciona intestinalis, Apis mellifera, and Bombyx mori show two distinct populations of genes differentiated by gene-body CpG density. Genome-scale DNA methylation profiles for A. mellifera spermatozoa reveal CpG-poor genes are methylated in the germline, as predicted by the depletion of CpGs. We find an evolutionarily conserved distinction between CpG-poor and GpC-rich genes: The former are associated with basic biological processes, the latter with more specialized functions. This distinction is strikingly similar to that recently observed between euchromatin-associated genes in Drosophila that contain intragenic histone 3 lysine 36 trimethylation (H3K36me3) and those that do not, even though Drosophila does not display CpG density bimodality or methylation. We confirm that a significant number of CpG-poor genes in N. vectensis, C. intestinalis, A. mellifera, and B. mori are orthologs of H3K36me3-rich genes in Drosophila. We propose that over evolutionary time, gene-body H3K36me3 has influenced gene-body DNA methylation levels and, consequently, the gene-body CpG density bimodality characteristic of invertebrates that harbor CpG methylation.


Assuntos
Ilhas de CpG , Metilação de DNA , Drosophila/genética , Histonas/metabolismo , Animais , Drosophila/metabolismo , Evolução Molecular , Éxons , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Genoma , Humanos , Invertebrados/genética , Invertebrados/metabolismo , Metilação
6.
Semin Immunol ; 21(6): 346-54, 2009 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-19443237

RESUMO

Coeliac disease is a common complex disease caused by a dietary intolerance to wheat gluten. Susceptibility is determined by both environmental and genetic factors. Coeliac disease results from complex interactions between the innate immune system, an adaptive T and B cell response and the mucosal barrier where inflammation is ultimately manifested. Genetic variants within the HLA region are well established, while variants outside of the HLA region have recently been identified. These variants are beginning to enhance our understanding of the immunology of the condition. This review focuses on the immunological pathogenesis of coeliac disease with special reference to the influence of genetic susceptibility on disease development.


Assuntos
Doença Celíaca/genética , Doença Celíaca/imunologia , Predisposição Genética para Doença , Doença Celíaca/fisiopatologia , Antígenos HLA/genética , Humanos , Transglutaminases/metabolismo
7.
Hum Mol Genet ; 19(1): 122-34, 2010 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-19825846

RESUMO

Many disease-associated variants identified by genome-wide association (GWA) studies are expected to regulate gene expression. Allele-specific expression (ASE) quantifies transcription from both haplotypes using individuals heterozygous at tested SNPs. We performed deep human transcriptome-wide resequencing (RNA-seq) for ASE analysis and expression quantitative trait locus discovery. We resequenced double poly(A)-selected RNA from primary CD4(+) T cells (n = 4 individuals, both activated and untreated conditions) and developed tools for paired-end RNA-seq alignment and ASE analysis. We generated an average of 20 million uniquely mapping 45 base reads per sample. We obtained sufficient read depth to test 1371 unique transcripts for ASE. Multiple biases inflate the false discovery rate which we estimate to be approximately 50% for random SNPs. However, after controlling for these biases and considering the subset of SNPs that pass HapMap QC, 4.6% of heterozygous SNP-sample pairs show evidence of imbalance (P < 0.001). We validated four findings by both bacterial cloning and Sanger sequencing assays. We also found convincing evidence for allelic imbalance at multiple reporter exonic SNPs in CD6 for two samples heterozygous at the multiple sclerosis-associated variant rs17824933, linking GWA findings with variation in gene expression. Finally, we show in CD4(+) T cells from a further individual that high-throughput sequencing of genomic DNA and RNA-seq following enrichment for targeted gene sequences by sequence capture methods offers an unbiased means to increase the read depth for transcripts of interest, and therefore a method to investigate the regulatory role of many disease-associated genetic variants.


Assuntos
Desequilíbrio Alélico/genética , Perfilação da Expressão Gênica/métodos , Estudo de Associação Genômica Ampla , Ensaios de Triagem em Larga Escala/métodos , Análise de Sequência de DNA/métodos , Alelos , Pareamento de Bases/genética , Viés , Células Cultivadas , Biologia Computacional , Doença/genética , Epigênese Genética , Reações Falso-Positivas , Loci Gênicos/genética , Heterozigoto , Humanos , Polimorfismo de Nucleotídeo Único/genética , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Reprodutibilidade dos Testes
8.
Sci Rep ; 12(1): 17001, 2022 10 11.
Artigo em Inglês | MEDLINE | ID: mdl-36220873

RESUMO

Alpha-1 antitrypsin deficiency associated liver disease (AATD-LD) is a rare genetic disorder and not well-recognized. Predicting the clinical outcomes of AATD-LD and defining patients more likely to progress to advanced liver disease are crucial for better understanding AATD-LD progression and promoting timely medical intervention. We aimed to develop a tailored machine learning (ML) model to predict the disease progression of AATD-LD. This analysis was conducted through a stacking ensemble learning model by combining five different ML algorithms with 58 predictor variables using nested five-fold cross-validation with repetitions based on the UK Biobank data. Performance of the model was assessed through prediction accuracy, area under the receiver operating characteristic (AUROC), and area under the precision-recall curve (AUPRC). The importance of predictor contributions was evaluated through a feature importance permutation method. The proposed stacking ensemble ML model showed clinically meaningful accuracy and appeared superior to any single ML algorithms in the ensemble, e.g., the AUROC for AATD-LD was 68.1%, 75.9%, 91.2%, and 67.7% for all-cause mortality, liver-related death, liver transplant, and all-cause mortality or liver transplant, respectively. This work supports the use of ML to address the unanswered clinical questions with clinically meaningful accuracy using real-world data.


Assuntos
Bancos de Espécimes Biológicos , Deficiência de alfa 1-Antitripsina , Humanos , Aprendizado de Máquina , Reino Unido/epidemiologia , alfa 1-Antitripsina/genética , Deficiência de alfa 1-Antitripsina/complicações , Deficiência de alfa 1-Antitripsina/genética
9.
Nat Genet ; 54(9): 1275-1283, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-36038634

RESUMO

Genome-wide association studies (GWASs) have identified hundreds of loci associated with Crohn's disease (CD). However, as with all complex diseases, robust identification of the genes dysregulated by noncoding variants typically driving GWAS discoveries has been challenging. Here, to complement GWASs and better define actionable biological targets, we analyzed sequence data from more than 30,000 patients with CD and 80,000 population controls. We directly implicate ten genes in general onset CD for the first time to our knowledge via association to coding variation, four of which lie within established CD GWAS loci. In nine instances, a single coding variant is significantly associated, and in the tenth, ATG4C, we see additionally a significantly increased burden of very rare coding variants in CD cases. In addition to reiterating the central role of innate and adaptive immune cells as well as autophagy in CD pathogenesis, these newly associated genes highlight the emerging role of mesenchymal cells in the development and maintenance of intestinal inflammation.


Assuntos
Doença de Crohn , Doença de Crohn/genética , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Humanos , Polimorfismo de Nucleotídeo Único/genética
10.
Hum Mol Genet ; 18(R1): R101-6, 2009 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-19297396

RESUMO

Chronic inflammatory diseases have been at the forefront of the new genome-wide association study era. Conditions such as coeliac disease, type 1 diabetes, Crohn's disease and ulcerative colitis have all benefited with multiple loci identified and replicated for each condition. As cohort sample numbers increase and researchers collaborate and share cohorts, common susceptibility loci are beginning to emerge between several diseases. Crohn's disease and coeliac disease both demonstrate considerable overlap in their common genetic susceptibility with other related conditions. These shared loci offer an insight into the biology of the conditions but still present researchers with the problem of attempting to identify the true causal variants.


Assuntos
Doença Celíaca/genética , Colite Ulcerativa/genética , Doença de Crohn/genética , Diabetes Mellitus Tipo 1/genética , Predisposição Genética para Doença , Doença Celíaca/imunologia , Colite Ulcerativa/imunologia , Doença de Crohn/imunologia , Diabetes Mellitus Tipo 1/imunologia , Humanos
11.
Hum Mol Genet ; 18(6): 1148-55, 2009 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-19103669

RESUMO

Coeliac disease is caused by dietary gluten, triggering a chronic inflammation of the small intestine in genetically predisposed individuals. Recently, a risk locus on chromosome 2q11-q12, harbouring interleukin 18 receptor accessory protein (IL18RAP) and three other genes, was suggested for coeliac disease. IL18 has been shown to play an important role in T helper type 1 activity in coeliac disease, making this locus a highly interesting candidate. In this study, two previously indicated risk variants at the IL18RAP locus (rs13015714 and rs917997) were tested for genetic association in 1638 cases with coeliac disease and 1385 control individuals from the Finnish, Hungarian and Italian populations. The protein expression level of IL18RAP was also compared between risk allele carriers and non-carriers by Western blotting. Furthermore, immunohistochemical analysis was performed to study IL18RAP protein expression in small intestinal biopsies of untreated and treated coeliac patients and controls. We confirmed genetic association and dose effects of variants at the 2q12.1 locus with coeliac disease in the Hungarian population. The GA haplotype of the markers rs13015714 and rs917997 showed the strongest association (P = 0.0001, odds ratio = 1.475, 95% confidence interval 1.21-1.80). Two putative isoforms of IL18RAP were detected and the ratios and total levels of these isoforms may contribute to the aetiology of coeliac disease. Our study supports IL18RAP as a novel predisposing gene for coeliac disease and highlights the need for further functional studies on this relatively unknown gene in coeliac disease pathogenesis.


Assuntos
Doença Celíaca/genética , Predisposição Genética para Doença , Subunidade beta de Receptor de Interleucina-18/genética , População Branca/genética , Western Blotting , Feminino , Humanos , Intestino Delgado/metabolismo , Intestino Delgado/patologia , Leucócitos/metabolismo , Masculino , Metanálise como Assunto
12.
N Engl J Med ; 359(26): 2767-77, 2008 Dec 25.
Artigo em Inglês | MEDLINE | ID: mdl-19073967

RESUMO

BACKGROUND: Two inflammatory disorders, type 1 diabetes and celiac disease, cosegregate in populations, suggesting a common genetic origin. Since both diseases are associated with the HLA class II genes on chromosome 6p21, we tested whether non-HLA loci are shared. METHODS: We evaluated the association between type 1 diabetes and eight loci related to the risk of celiac disease by genotyping and statistical analyses of DNA samples from 8064 patients with type 1 diabetes, 9339 control subjects, and 2828 families providing 3064 parent-child trios (consisting of an affected child and both biologic parents). We also investigated 18 loci associated with type 1 diabetes in 2560 patients with celiac disease and 9339 control subjects. RESULTS: Three celiac disease loci--RGS1 on chromosome 1q31, IL18RAP on chromosome 2q12, and TAGAP on chromosome 6q25--were associated with type 1 diabetes (P<1.00x10(-4)). The 32-bp insertion-deletion variant on chromosome 3p21 was newly identified as a type 1 diabetes locus (P=1.81x10(-8)) and was also associated with celiac disease, along with PTPN2 on chromosome 18p11 and CTLA4 on chromosome 2q33, bringing the total number of loci with evidence of a shared association to seven, including SH2B3 on chromosome 12q24. The effects of the IL18RAP and TAGAP alleles confer protection in type 1 diabetes and susceptibility in celiac disease. Loci with distinct effects in the two diseases included INS on chromosome 11p15, IL2RA on chromosome 10p15, and PTPN22 on chromosome 1p13 in type 1 diabetes and IL12A on 3q25 and LPP on 3q28 in celiac disease. CONCLUSIONS: A genetic susceptibility to both type 1 diabetes and celiac disease shares common alleles. These data suggest that common biologic mechanisms, such as autoimmunity-related tissue damage and intolerance to dietary antigens, may be etiologic features of both diseases.


Assuntos
Autoimunidade/genética , Doença Celíaca/genética , Diabetes Mellitus Tipo 1/genética , Proteínas Adaptadoras de Transdução de Sinal , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Antígenos CD/genética , Antígeno CTLA-4 , Doença Celíaca/imunologia , Criança , Pré-Escolar , Proteínas do Citoesqueleto/genética , Diabetes Mellitus Tipo 1/imunologia , Feminino , Ligação Genética , Predisposição Genética para Doença , Humanos , Lactente , Subunidade p35 da Interleucina-12/genética , Subunidade beta de Receptor de Interleucina-18/genética , Subunidade alfa de Receptor de Interleucina-2/genética , Peptídeos e Proteínas de Sinalização Intracelular , Proteínas com Domínio LIM , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único , Proteína Tirosina Fosfatase não Receptora Tipo 2/genética , Proteína Tirosina Fosfatase não Receptora Tipo 22/genética , Proteínas/genética , Proteínas RGS/genética , Receptores CCR5/genética , Adulto Jovem
13.
J Crohns Colitis ; 14(12): 1653-1661, 2020 Dec 02.
Artigo em Inglês | MEDLINE | ID: mdl-32497177

RESUMO

BACKGROUND: Anti-TNF exposure has been linked to demyelination events. We sought to describe the clinical features of demyelination events following anti-TNF treatment and to test whether affected patients were genetically predisposed to multiple sclerosis [MS]. METHODS: We conducted a case-control study to describe the clinical features of demyelination events following anti-TNF exposure. We compared genetic risk scores [GRS], calculated using carriage of 43 susceptibility loci for MS, in 48 cases with 1219 patients exposed to anti-TNF who did not develop demyelination. RESULTS: Overall, 39 [74%] cases were female. The median age [range] of patients at time of demyelination was 41.5 years [20.7-63.2]. The median duration of anti-TNF treatment was 21.3 months [0.5-99.4] and 19 [36%] patients were receiving concomitant immunomodulators. Most patients had central demyelination affecting the brain, spinal cord, or both. Complete recovery was reported in 12 [23%] patients after a median time of 6.8 months [0.1-28.7]. After 33.0 months of follow-up, partial recovery was observed in 29 [55%] patients, relapsing and remitting episodes in nine [17%], progressive symptoms in three [6%]: two [4%] patients were diagnosed with MS. There was no significant difference between MS GRS scores in cases (mean -3.5 × 10-4, standard deviation [SD] 0.0039) and controls [mean -1.1 × 10-3, SD 0.0042] [p = 0.23]. CONCLUSIONS: Patients who experienced demyelination events following anti-TNF exposure were more likely female, less frequently treated with an immunomodulator, and had a similar genetic risk to anti-TNF exposed controls who did not experience demyelination events. Large prospective studies with pre-treatment neuroimaging are required to identify genetic susceptibility loci.


Assuntos
Doenças Desmielinizantes/etiologia , Inibidores do Fator de Necrose Tumoral/efeitos adversos , Adulto , Estudos de Casos e Controles , Doenças Desmielinizantes/genética , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Esclerose Múltipla/etiologia , Esclerose Múltipla/genética , Estudos Prospectivos , Estudos Retrospectivos , Fatores de Risco , Medicina Estatal/organização & administração , Medicina Estatal/estatística & dados numéricos , Inibidores do Fator de Necrose Tumoral/uso terapêutico
14.
Lancet Gastroenterol Hepatol ; 4(5): 341-353, 2019 05.
Artigo em Inglês | MEDLINE | ID: mdl-30824404

RESUMO

BACKGROUND: Anti-TNF drugs are effective treatments for the management of Crohn's disease but treatment failure is common. We aimed to identify clinical and pharmacokinetic factors that predict primary non-response at week 14 after starting treatment, non-remission at week 54, and adverse events leading to drug withdrawal. METHODS: The personalised anti-TNF therapy in Crohn's disease study (PANTS) is a prospective observational UK-wide study. We enrolled anti-TNF-naive patients (aged ≥6 years) with active luminal Crohn's disease at the time of first exposure to infliximab or adalimumab between March 7, 2013, and July 15, 2016. Patients were evaluated for 12 months or until drug withdrawal. Demographic data, smoking status, age at diagnosis, disease duration, location, and behaviour, previous medical and drug history, and previous Crohn's disease-related surgeries were recorded at baseline. At every visit, disease activity score, weight, therapy, and adverse events were recorded; drug and total anti-drug antibody concentrations were also measured. Treatment failure endpoints were primary non-response at week 14, non-remission at week 54, and adverse events leading to drug withdrawal. We used regression analyses to identify which factors were associated with treatment failure. FINDINGS: We enrolled 955 patients treated with infliximab (753 with originator; 202 with biosimilar) and 655 treated with adalimumab. Primary non-response occurred in 295 (23·8%, 95% CI 21·4-26·2) of 1241 patients who were assessable at week 14. Non-remission at week 54 occurred in 764 (63·1%, 60·3-65·8) of 1211 patients who were assessable, and adverse events curtailed treatment in 126 (7·8%, 6·6-9·2) of 1610 patients. In multivariable analysis, the only factor independently associated with primary non-response was low drug concentration at week 14 (infliximab: odds ratio 0·35 [95% CI 0·20-0·62], p=0·00038; adalimumab: 0·13 [0·06-0·28], p<0·0001); the optimal week 14 drug concentrations associated with remission at both week 14 and week 54 were 7 mg/L for infliximab and 12 mg/L for adalimumab. Continuing standard dosing regimens after primary non-response was rarely helpful; only 14 (12·4% [95% CI 6·9-19·9]) of 113 patients entered remission by week 54. Similarly, week 14 drug concentration was also independently associated with non-remission at week 54 (0·29 [0·16-0·52] for infliximab; 0·03 [0·01-0·12] for adalimumab; p<0·0001 for both). The proportion of patients who developed anti-drug antibodies (immunogenicity) was 62·8% (95% CI 59·0-66·3) for infliximab and 28·5% (24·0-32·7) for adalimumab. For both drugs, suboptimal week 14 drug concentrations predicted immunogenicity, and the development of anti-drug antibodies predicted subsequent low drug concentrations. Combination immunomodulator (thiopurine or methotrexate) therapy mitigated the risk of developing anti-drug antibodies (hazard ratio 0·39 [95% CI 0·32-0·46] for infliximab; 0·44 [0·31-0·64] for adalimumab; p<0·0001 for both). For infliximab, multivariable analysis of immunododulator use, and week 14 drug and anti-drug antibody concentrations showed an independent effect of immunomodulator use on week 54 non-remission (odds ratio 0·56 [95% CI 0·38-0·83], p=0·004). INTERPRETATION: Anti-TNF treatment failure is common and is predicted by low drug concentrations, mediated in part by immunogenicity. Clinical trials are required to investigate whether personalised induction regimens and treatment-to-target dose intensification improve outcomes. FUNDING: Guts UK, Crohn's and Colitis UK, Cure Crohn's Colitis, AbbVie, Merck Sharp and Dohme, Napp Pharmaceuticals, Pfizer, and Celltrion.


Assuntos
Adalimumab/uso terapêutico , Doença de Crohn/tratamento farmacológico , Infliximab/uso terapêutico , Inibidores do Fator de Necrose Tumoral/uso terapêutico , Adalimumab/imunologia , Adalimumab/metabolismo , Adulto , Fatores Etários , Anticorpos/imunologia , Azatioprina/uso terapêutico , Estudos de Coortes , Doença de Crohn/epidemiologia , Quimioterapia Combinada , Feminino , Humanos , Imunossupressores/uso terapêutico , Infliximab/imunologia , Infliximab/metabolismo , Contagem de Leucócitos , Masculino , Mercaptopurina/uso terapêutico , Metotrexato/uso terapêutico , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais , Estudos Prospectivos , Fatores de Risco , Albumina Sérica/metabolismo , Fumar/epidemiologia , Falha de Tratamento , Resultado do Tratamento , Inibidores do Fator de Necrose Tumoral/imunologia , Inibidores do Fator de Necrose Tumoral/metabolismo , Adulto Jovem
15.
Nat Genet ; 49(2): 256-261, 2017 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-28067908

RESUMO

Genetic association studies have identified 215 risk loci for inflammatory bowel disease, thereby uncovering fundamental aspects of its molecular biology. We performed a genome-wide association study of 25,305 individuals and conducted a meta-analysis with published summary statistics, yielding a total sample size of 59,957 subjects. We identified 25 new susceptibility loci, 3 of which contain integrin genes that encode proteins in pathways that have been identified as important therapeutic targets in inflammatory bowel disease. The associated variants are correlated with expression changes in response to immune stimulus at two of these genes (ITGA4 and ITGB8) and at previously implicated loci (ITGAL and ICAM1). In all four cases, the expression-increasing allele also increases disease risk. We also identified likely causal missense variants in a gene implicated in primary immune deficiency, PLCG2, and a negative regulator of inflammation, SLAMF8. Our results demonstrate that new associations at common variants continue to identify genes relevant to therapeutic target identification and prioritization.


Assuntos
Predisposição Genética para Doença/genética , Doenças Inflamatórias Intestinais/genética , Integrinas/genética , Alelos , Estudo de Associação Genômica Ampla/métodos , Humanos , Inflamação/genética , Polimorfismo de Nucleotídeo Único/genética , Locos de Características Quantitativas/genética
16.
J Crohns Colitis ; 10(2): 149-58, 2016 02.
Artigo em Inglês | MEDLINE | ID: mdl-26619893

RESUMO

BACKGROUND AND AIMS: Nephrotoxicity is a rare idiosyncratic reaction to 5-aminosalicylate (5-ASA) therapies. The aims of this study were to describe the clinical features of this complication and identify clinically useful genetic markers so that these drugs can be avoided or so that monitoring can be intensified in high-risk patients. METHODS: Inflammatory bowel disease patients were recruited from 89 sites around the world. Inclusion criteria included normal renal function prior to commencing 5-ASA, ≥50% rise in creatinine any time after starting 5-ASA, and physician opinion implicating 5-ASA strong enough to justify drug withdrawal. An adjudication panel identified definite and probable cases from structured case report forms. A genome-wide association study was then undertaken with these cases and 4109 disease controls. RESULTS: After adjudication, 151 cases of 5-ASA-induced nephrotoxicity were identified. Sixty-eight percent of cases were males, with nephrotoxicity occurring at a median age of 39.4 years (range 6-79 years). The median time for development of renal injury after commencing 5-ASA was 3.0 years (95% confidence interval [CI] 2.3-3.7). Only 30% of cases recovered completely after drug withdrawal, with 15 patients requiring permanent renal replacement therapy. A genome-wide association study identified a suggestive association in the HLA region (p = 1×10(-7)) with 5-ASA-induced nephrotoxicity. A sub-group analysis of patients who had a renal biopsy demonstrating interstitial nephritis (n = 55) significantly strengthened this association (p = 4×10(-9), odds ratio 3.1). CONCLUSIONS: This is the largest and most detailed study of 5-ASA-induced nephrotoxicity to date. It highlights the morbidity associated with this condition and identifies for the first time a significant genetic predisposition to drug-induced renal injury.


Assuntos
Injúria Renal Aguda/induzido quimicamente , DNA/análise , Estudo de Associação Genômica Ampla/métodos , Antígenos HLA/genética , Doenças Inflamatórias Intestinais/tratamento farmacológico , Rim/patologia , Mesalamina/efeitos adversos , Injúria Renal Aguda/patologia , Adolescente , Adulto , Idoso , Anti-Inflamatórios não Esteroides/efeitos adversos , Anti-Inflamatórios não Esteroides/uso terapêutico , Criança , Feminino , Genótipo , Antígenos HLA/metabolismo , Humanos , Doenças Inflamatórias Intestinais/genética , Doenças Inflamatórias Intestinais/imunologia , Rim/efeitos dos fármacos , Masculino , Mesalamina/uso terapêutico , Pessoa de Meia-Idade , Fenótipo , Adulto Jovem
17.
Nat Commun ; 7: 12342, 2016 08 09.
Artigo em Inglês | MEDLINE | ID: mdl-27503255

RESUMO

Protein-truncating variants protective against human disease provide in vivo validation of therapeutic targets. Here we used targeted sequencing to conduct a search for protein-truncating variants conferring protection against inflammatory bowel disease exploiting knowledge of common variants associated with the same disease. Through replication genotyping and imputation we found that a predicted protein-truncating variant (rs36095412, p.R179X, genotyped in 11,148 ulcerative colitis patients and 295,446 controls, MAF=up to 0.78%) in RNF186, a single-exon ring finger E3 ligase with strong colonic expression, protects against ulcerative colitis (overall P=6.89 × 10(-7), odds ratio=0.30). We further demonstrate that the truncated protein exhibits reduced expression and altered subcellular localization, suggesting the protective mechanism may reside in the loss of an interaction or function via mislocalization and/or loss of an essential transmembrane domain.


Assuntos
Colite Ulcerativa/genética , Colite Ulcerativa/prevenção & controle , Mutação/genética , Ubiquitina-Proteína Ligases/genética , Alelos , Estudos de Associação Genética , Predisposição Genética para Doença , Testes Genéticos , Humanos , Transporte Proteico , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Reprodutibilidade dos Testes , Análise de Sequência de DNA
18.
Expert Rev Gastroenterol Hepatol ; 9 Suppl 1: 27-34, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26395532

RESUMO

Biopharmaceuticals or 'biologics' have revolutionized the treatment of many diseases. However, some patients generate an immune response to such drugs, potentially limiting clinical efficacy and safety. Infliximab (Remicade(®)) is a monoclonal antibody used to treat several immune-mediated inflammatory disorders. A biosimilar of infliximab, CT-P13 (Remsima(®), Inflectra(®)), has recently been approved in Europe for all indications in which infliximab is approved. Approval of CT-P13 was based in part on extrapolation of clinical trial data from two indications (rheumatoid arthritis and ankylosing spondylitis) to all other indications, including inflammatory bowel disease. This review discusses the validity of extrapolating immunogenicity data across indications - a process adopted by the EMA as part of their biosimilar approval process - with a focus on CT-P13.


Assuntos
Anti-Inflamatórios/uso terapêutico , Anticorpos Monoclonais/uso terapêutico , Medicamentos Biossimilares/uso terapêutico , Fármacos Gastrointestinais/uso terapêutico , Doenças Inflamatórias Intestinais/tratamento farmacológico , Infliximab/uso terapêutico , Fator de Necrose Tumoral alfa/antagonistas & inibidores , Animais , Anti-Inflamatórios/efeitos adversos , Anti-Inflamatórios/imunologia , Anticorpos Monoclonais/efeitos adversos , Anticorpos Monoclonais/imunologia , Medicamentos Biossimilares/efeitos adversos , Aprovação de Drogas , Fármacos Gastrointestinais/efeitos adversos , Fármacos Gastrointestinais/imunologia , Humanos , Doenças Inflamatórias Intestinais/diagnóstico , Doenças Inflamatórias Intestinais/imunologia , Infliximab/efeitos adversos , Infliximab/imunologia , Resultado do Tratamento , Fator de Necrose Tumoral alfa/imunologia
19.
Nat Genet ; 46(10): 1131-4, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-25217962

RESUMO

Pancreatitis occurs in approximately 4% of patients treated with the thiopurines azathioprine or mercaptopurine. Its development is unpredictable and almost always leads to drug withdrawal. We identified patients with inflammatory bowel disease (IBD) who had developed pancreatitis within 3 months of starting these drugs from 168 sites around the world. After detailed case adjudication, we performed a genome-wide association study on 172 cases and 2,035 controls with IBD. We identified strong evidence of association within the class II HLA region, with the most significant association identified at rs2647087 (odds ratio 2.59, 95% confidence interval 2.07-3.26, P = 2 × 10(-16)). We replicated these findings in an independent set of 78 cases and 472 controls with IBD matched for drug exposure. Fine mapping of the HLA region identified association with the HLA-DQA1*02:01-HLA-DRB1*07:01 haplotype. Patients heterozygous at rs2647087 have a 9% risk of developing pancreatitis after administration of a thiopurine, whereas homozygotes have a 17% risk.


Assuntos
Predisposição Genética para Doença/genética , Cadeias alfa de HLA-DQ/genética , Cadeias HLA-DRB1/genética , Pancreatite/genética , Polimorfismo de Nucleotídeo Único , Azatioprina/efeitos adversos , Azatioprina/química , Azatioprina/metabolismo , Frequência do Gene , Estudo de Associação Genômica Ampla , Genótipo , Cadeias alfa de HLA-DQ/química , Cadeias alfa de HLA-DQ/metabolismo , Cadeias HLA-DRB1/química , Cadeias HLA-DRB1/metabolismo , Haplótipos , Humanos , Imunossupressores/efeitos adversos , Imunossupressores/química , Imunossupressores/metabolismo , Doenças Inflamatórias Intestinais/tratamento farmacológico , Mercaptopurina/efeitos adversos , Mercaptopurina/química , Mercaptopurina/metabolismo , Modelos Moleculares , Estrutura Molecular , Pancreatite/induzido quimicamente , Ligação Proteica , Estrutura Terciária de Proteína , Fatores de Risco
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