43 results on '"Muthas, D"'
Search Results
2. OP0136 METABOLOMIC SERUM PROFILING IDENTIFIES METABOLITES LINKED TO KIDNEY DAMAGE WHICH ARE MODULATED BY ANIFROLUMAB IN A PHASE 2 TRIAL IN LUPUS NEPHRITIS
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Jayne, D., primary, Gavin, P., additional, Allman, E., additional, Di Poto, C., additional, Tian, X., additional, Hess, S., additional, Ramaswamy, M., additional, Lazarus, M., additional, Brohawn, P. Z., additional, Muthas, D., additional, Platt, A., additional, Al-Mossawi, H., additional, Lindholm, C., additional, and Ferrari, N., additional
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- 2023
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3. Unbiased Identification of Serum Response Factor as a Central Profibrotic Mechanism in Idiopathic Pulmonary Fibrosis
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Olsson, H., primary, Mattsson, J., additional, Overed-Sayer, C., additional, Stellato, M., additional, McElroy, A., additional, Weidner, J., additional, De Baets, G., additional, Monkley, S., additional, Hühn, M., additional, Muthas, D., additional, Bendtsen, C., additional, Escudero-Ibarz, L., additional, Serrano, A., additional, Barrett, I., additional, Kim, C., additional, Ding, M., additional, Johansson, J., additional, Patten, K., additional, Reichert, S., additional, Lang, V., additional, Sanders, P., additional, Catapano, M., additional, Rosser, G., additional, Puvanendran, A., additional, McMahon, S., additional, and Tame, C., additional
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- 2023
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4. DOP06 Deep characterization of IL-23 pathway in different gut segments and associated plasma biomarkers in inflammatory bowel disease
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Cairns, J, primary, Monkley, S, additional, Tian, S, additional, Angermann, B, additional, Liu, Z, additional, Öberg, L, additional, Muthas, D, additional, Cabrera, C, additional, Rapsomaniki, E, additional, Fernández Llaneza, D, additional, Olsson, M, additional, Paraskos, J, additional, Ellison, G, additional, Khan, E, additional, Duncan, E A, additional, Neisen, J, additional, Gehrmann, U, additional, and Chamberlain, C, additional
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- 2023
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5. Proteomic profiling of serum identifies a molecular signature that correlates with clinical outcomes in COPD
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Singanayagam, A, Dagher, R, Fogel, P, Wang, J, Soussan, D, Chiang, C-C, Kearley, J, Muthas, D, Taille, C, Berger, P, Bourdin, A, Chenivesse, C, Leroy, S, Anderson, G, Humbles, AA, Aubier, M, Kolbeck, R, Pretolani, M, Singanayagam, A, Dagher, R, Fogel, P, Wang, J, Soussan, D, Chiang, C-C, Kearley, J, Muthas, D, Taille, C, Berger, P, Bourdin, A, Chenivesse, C, Leroy, S, Anderson, G, Humbles, AA, Aubier, M, Kolbeck, R, and Pretolani, M
- Abstract
OBJECTIVE: Novel biomarkers related to main clinical hallmarks of Chronic obstructive pulmonary disease (COPD), a heterogeneous disorder with pulmonary and extra-pulmonary manifestations, were investigated by profiling the serum levels of 1305 proteins using Slow Off-rate Modified Aptamers (SOMA)scan technology. METHODS: Serum samples were collected from 241 COPD subjects in the multicenter French Cohort of Bronchial obstruction and Asthma to measure the expression of 1305 proteins using SOMAscan proteomic platform. Clustering of the proteomics was applied to identify disease subtypes and their functional annotation and association with key clinical parameters were examined. Cluster findings were revalidated during a follow-up visit, and compared to those obtained in a group of 47 COPD patients included in the Melbourne Longitudinal COPD Cohort. RESULTS: Unsupervised clustering identified two clusters within COPD subjects at inclusion. Cluster 1 showed elevated levels of factors contributing to tissue injury, whereas Cluster 2 had higher expression of proteins associated with enhanced immunity and host defense, cell fate, remodeling and repair and altered metabolism/mitochondrial functions. Patients in Cluster 2 had a lower incidence of exacerbations, unscheduled medical visits and prevalence of emphysema and diabetes. These protein expression patterns were conserved during a follow-up second visit, and substanciated, by a large part, in a limited series of COPD patients. Further analyses identified a signature of 15 proteins that accurately differentiated the two COPD clusters at the 2 visits. CONCLUSIONS: This study provides insights into COPD heterogeneity and suggests that overexpression of factors involved in lung immunity/host defense, cell fate/repair/ remodelling and mitochondrial/metabolic activities contribute to better clinical outcomes. Hence, high throughput proteomic assay offers a powerful tool for identifying COPD endotypes and facilitating targeted
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- 2022
6. S90 Comprehensive multiomics analysis demonstrates surfactant dysregulation in COPD
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Hristova, V, primary, Watson, A, additional, Glover, M, additional, Wang, J, additional, Angermann, B, additional, Ashenden, S, additional, Bornot, A, additional, Burke, H, additional, Cellura, D, additional, Chaerkady, R, additional, Freeman, A, additional, Mackay, A, additional, Muthas, D, additional, Novick, S, additional, Öberg, L, additional, Ostridge, K, additional, Platt, A, additional, Postle, AD, additional, Spalluto, CM, additional, Yu, W, additional, Hess, S, additional, Staples, KJ, additional, and Wilkinson, TMA, additional
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- 2021
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7. Dysregulation of COVID-19 related gene expression in the COPD lung
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Watson, A, Oberg, L, Angermann, B, Spalluto, CM, Huhn, M, Burke, H, Cellura, D, Freeman, A, Muthas, D, Etal, D, Belfield, G, Karlsson, F, Nordstrom, K, Ostridge, K, Staples, KJ, Wilkinson, T, Watson, A, Oberg, L, Angermann, B, Spalluto, CM, Huhn, M, Burke, H, Cellura, D, Freeman, A, Muthas, D, Etal, D, Belfield, G, Karlsson, F, Nordstrom, K, Ostridge, K, Staples, KJ, and Wilkinson, T
- Abstract
BACKGROUND: Chronic obstructive pulmonary disease (COPD) patients are at increased risk of poor outcome from Coronavirus disease (COVID-19). Early data suggest elevated Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) receptor angiotensin converting enzyme 2 (ACE2) expression, but relationships to disease phenotype and downstream regulators of inflammation in the Renin-Angiotensin system (RAS) are unknown. We aimed to determine the relationship between RAS gene expression relevant to SARS-CoV-2 infection in the lung with disease characteristics in COPD, and the regulation of newly identified SARS-CoV-2 receptors and spike-cleaving proteases, important for SARS-CoV-2 infection. METHODS: We quantified gene expression using RNA sequencing of epithelial brushings and bronchial biopsies from 31 COPD and 37 control subjects. RESULTS: ACE2 gene expression (log2-fold change (FC)) was increased in COPD compared to ex-smoking (HV-ES) controls in epithelial brushings (0.25, p = 0.042) and bronchial biopsies (0.23, p = 0.050), and correlated with worse lung function (r = - 0.28, p = 0.0090). ACE2 was further increased in frequent exacerbators compared to infrequent exacerbators (0.51, p = 0.00045) and associated with use of ACE inhibitors (ACEi) (0.50, p = 0.0034), having cardiovascular disease (0.23, p = 0.048) or hypertension (0.34, p = 0.0089), and inhaled corticosteroid use in COPD subjects in bronchial biopsies (0.33, p = 0.049). Angiotensin II receptor type (AGTR)1 and 2 expression was decreased in COPD bronchial biopsies compared to HV-ES controls with log2FC of -0.26 (p = 0.033) and - 0.40, (p = 0.0010), respectively. However, the AGTR1:2 ratio was increased in COPD subjects compared with HV-ES controls, log2FC of 0.57 (p = 0.0051). Basigin, a newly identified potential SARS-CoV-2 receptor was also upregulated in both brushes, log2FC of 0.17 (p = 0.0040), and bronchial biopsies, (log2FC of 0.18 (p = 0.017), in COPD vs HV-ES. Transmembrane protease, serine (T
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- 2021
8. Identification of a missense variant in SPDL1 associated with idiopathic pulmonary fibrosis.
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Dhindsa, RS, Mattsson, J, Nag, A, Wang, Q, Wain, LV, Allen, R, Wigmore, EM, Ibanez, K, Vitsios, D, Deevi, SVV, Wasilewski, S, Karlsson, M, Lassi, G, Olsson, H, Muthas, D, Monkley, S, Mackay, A, Murray, L, Young, S, Haefliger, C, FinnGen Consortium, Maher, TM, Belvisi, MG, Jenkins, G, Molyneaux, PL, Platt, A, Petrovski, S, Dhindsa, RS, Mattsson, J, Nag, A, Wang, Q, Wain, LV, Allen, R, Wigmore, EM, Ibanez, K, Vitsios, D, Deevi, SVV, Wasilewski, S, Karlsson, M, Lassi, G, Olsson, H, Muthas, D, Monkley, S, Mackay, A, Murray, L, Young, S, Haefliger, C, FinnGen Consortium, Maher, TM, Belvisi, MG, Jenkins, G, Molyneaux, PL, Platt, A, and Petrovski, S
- Abstract
Idiopathic pulmonary fibrosis (IPF) is a fatal disorder characterised by progressive, destructive lung scarring. Despite substantial progress, the genetic determinants of this disease remain incompletely defined. Using whole genome and whole exome sequencing data from 752 individuals with sporadic IPF and 119,055 UK Biobank controls, we performed a variant-level exome-wide association study (ExWAS) and gene-level collapsing analyses. Our variant-level analysis revealed a novel association between a rare missense variant in SPDL1 and IPF (NM_017785.5:g.169588475 G > A p.Arg20Gln; p = 2.4 × 10-7, odds ratio = 2.87, 95% confidence interval: 2.03-4.07). This signal was independently replicated in the FinnGen cohort, which contains 1028 cases and 196,986 controls (combined p = 2.2 × 10-20), firmly associating this variant as an IPF risk allele. SPDL1 encodes Spindly, a protein involved in mitotic checkpoint signalling during cell division that has not been previously described in fibrosis. To the best of our knowledge, these results highlight a novel mechanism underlying IPF, providing the potential for new therapeutic discoveries in a disease of great unmet need.
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- 2021
9. Rare variant contribution to human disease in 281,104 UK Biobank exomes
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Wang, Q, Dhindsa, RS, Carss, K, Harper, AR, Nag, A, Tachmazidou, I, Vitsios, D, Deevi, SVV, Mackay, A, Muthas, D, Huhn, M, Monkley, S, Olsson, H, Wasilewski, S, Smith, KR, March, R, Platt, A, Haefliger, C, Petrovski, S, Wang, Q, Dhindsa, RS, Carss, K, Harper, AR, Nag, A, Tachmazidou, I, Vitsios, D, Deevi, SVV, Mackay, A, Muthas, D, Huhn, M, Monkley, S, Olsson, H, Wasilewski, S, Smith, KR, March, R, Platt, A, Haefliger, C, and Petrovski, S
- Abstract
Genome-wide association studies have uncovered thousands of common variants associated with human disease, but the contribution of rare variants to common disease remains relatively unexplored. The UK Biobank contains detailed phenotypic data linked to medical records for approximately 500,000 participants, offering an unprecedented opportunity to evaluate the effect of rare variation on a broad collection of traits1,2. Here we study the relationships between rare protein-coding variants and 17,361 binary and 1,419 quantitative phenotypes using exome sequencing data from 269,171 UK Biobank participants of European ancestry. Gene-based collapsing analyses revealed 1,703 statistically significant gene-phenotype associations for binary traits, with a median odds ratio of 12.4. Furthermore, 83% of these associations were undetectable via single-variant association tests, emphasizing the power of gene-based collapsing analysis in the setting of high allelic heterogeneity. Gene-phenotype associations were also significantly enriched for loss-of-function-mediated traits and approved drug targets. Finally, we performed ancestry-specific and pan-ancestry collapsing analyses using exome sequencing data from 11,933 UK Biobank participants of African, East Asian or South Asian ancestry. Our results highlight a significant contribution of rare variants to common disease. Summary statistics are publicly available through an interactive portal ( http://azphewas.com/ ).
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- 2021
10. Velsecorat (AZD7594), a Selective Glucocorticoid Receptor Modulator (SGRM) Demonstrates Favorable Pre-Clinical Efficacy vs Safety Profile Compared to Current Clinical Inhaled Steroid, Fluticasone Furoate
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Pinkerton, J.W., primary, Dekkak, B., additional, Zervas, D., additional, Markou, T., additional, Borde, A., additional, Dainty, I., additional, Jinton, L., additional, Sutton, D., additional, Cartwright, J., additional, Muthas, D., additional, Atkinson, J., additional, Åberg, P., additional, Aurell-Holmberg, A., additional, Belvisi, M.G., additional, and Birrell, M., additional
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- 2021
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11. Fungal dysbiosis and intestinal inflammation in children with beta-cell autoimmunity
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Honkanen, J. (Jarno), Vuorela, A. (Arja), Muthas, D. (Daniel), Orivuori, L. (Laura), Luopajärvi, K. (Kristiina), Tejesvi, M. V. (Mysore Vishakante Gowda), Lavrinienko, A. (Anton), Pirttilä, A. M. (Anna Maria), Fogarty, C. L. (Christopher L.), Härkönen, T. (Taina), Ilonen, J. (Jorma), Ruohtula, T. (Terhi), Knip, M. (Mikael), Koskimäki, J. J. (Janne J.), Vaarala, O. (Outi), Honkanen, J. (Jarno), Vuorela, A. (Arja), Muthas, D. (Daniel), Orivuori, L. (Laura), Luopajärvi, K. (Kristiina), Tejesvi, M. V. (Mysore Vishakante Gowda), Lavrinienko, A. (Anton), Pirttilä, A. M. (Anna Maria), Fogarty, C. L. (Christopher L.), Härkönen, T. (Taina), Ilonen, J. (Jorma), Ruohtula, T. (Terhi), Knip, M. (Mikael), Koskimäki, J. J. (Janne J.), and Vaarala, O. (Outi)
- Abstract
Although gut bacterial dysbiosis is recognized as a regulator of beta-cell autoimmunity, no data is available on fungal dysbiosis in the children at the risk of type 1 diabetes (T1D). We hypothesized that the co-occurrence of fungal and bacterial dysbiosis contributes to the intestinal inflammation and autoimmune destruction of insulin-producing beta-cells in T1D. Fecal and blood samples were collected from 26 children tested positive for at least one diabetes-associated autoantibody (IAA, GADA, IA-2A or ICA) and matched autoantibody-negative children with HLA-conferred susceptibility to T1D (matched for HLA-DQB1 haplotype, age, gender and early childhood nutrition). Bacterial 16S and fungal ITS2 sequencing, and analyses of the markers of intestinal inflammation, namely fecal human beta-defensin-2 (HBD2), calprotectin and secretory total IgA, were performed. Anti-Saccharomyces cerevisiae antibodies (ASCA) and circulating cytokines, IFNG, IL-17 and IL-22, were studied. After these analyses, the children were followed for development of clinical T1D (median 8 years and 8 months). Nine autoantibody positive children were diagnosed with T1D, whereas none of the autoantibody negative children developed T1D during the follow-up. Fungal dysbiosis, characterized by high abundance of fecal Saccharomyces and Candida, was found in the progressors, i.e., children with beta-cell autoimmunity who during the follow-up progressed to clinical T1D. These children showed also bacterial dysbiosis, i.e., increased Bacteroidales and Clostridiales ratio, which was, however, found also in the non-progressors, and is thus a common nominator in the children with beta-cell autoimmunity. Furthermore, the progressors showed markers of intestinal inflammation detected as increased levels of fecal HBD2 and ASCA IgG to fungal antigens. We conclude that the fungal and bacterial dysbiosis, and intestinal inflammation are associated with the development of T1D in children with beta-cell auto
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- 2020
12. A Rare IL-33 Loss-of-Function Splice Variant Protects Against Early Onset Asthma
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Gavala, M.L., primary, Cameron-Christie, S., additional, Wang, J., additional, Angermann, B., additional, Muthas, D., additional, Lassi, G., additional, Haefliger, C., additional, Mackay, A., additional, Berton, A., additional, Petrovski, S., additional, and Platt, A., additional
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- 2020
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13. Whole Exome Analysis Associates Hemicentin1 with Lung Function, Pointing Towards a Potential Role in IPF
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Hühn, M., primary, Carss, K., additional, Olsson, H., additional, Wang, Q., additional, Muthas, D., additional, Georgi, B., additional, Monkley, S., additional, MacKay, A., additional, Haefliger, C., additional, Ohne, Y., additional, Cohen, S., additional, Platt, A., additional, and Petrovski, S., additional
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- 2020
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14. Proteomic Profiling Reveals Heterogeneity of Chronic Obstructive Pulmonary Disease with Differential Anti-Microbial, Pro-Survival and Lung Regeneration Activities
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Wang, J., primary, Dagher, R., additional, Kearley, J., additional, Barakat, W., additional, Soussan, D., additional, Poirier, I., additional, Chiang, C.-C., additional, Connor, J., additional, Muthas, D., additional, Taillé, C., additional, Berger, P., additional, Bourdin, A., additional, Chenivesse, C., additional, Leroy, S., additional, Humbles, A., additional, Anderson, G.P., additional, Aubier, M., additional, Kolbeck, R., additional, and Pretolani, M., additional
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- 2020
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15. Filaggrin Truncating Variants Identify a New Subgroup of Children at Risk of Developing Asthma, Irrespective of Allergy Status
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Hühn, M., primary, Cameron-Christie, S., additional, Olsson, H., additional, Wang, Q., additional, Muthas, D., additional, Lassi, G., additional, Young, S., additional, MacKay, A., additional, Ohne, Y., additional, Cohen, S., additional, Platt, A., additional, and Petrovski, S., additional
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- 2020
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16. Erratum: Unexplored therapeutic opportunities in the human genome (Nature reviews. Drug discovery (2018) 17 5 (317-332))
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Qin, J., Tomita, S., Leach, A.R., Yang, J.J., Tudose, I., Campbell, A., Muthas, D., Bologa, C.G., Overington, J.P., Roth, B.L., von Mering, C., Johnson, G.L., Ursu, O., Maayan, A., Zahoranszky-Koehalmi, G., Reich, C., Papadatos, G., Jadhav, A., Jensen, L.J., Scherer, S.C., Vidovic, D., Gomez, S.M., Gaulton, A., Malovannaya, A., Waller, A., Nguyen, D.-T., Holmes, J., Brunak, S., Meehan, T.F., Mani, S., Gan, G.N., Oprea, T.I., Sklar, L.A., McManus, M.T., Guha, R., Karlson, A., Westergaard, D., Simeonov, A., Hersey, A., Southall, N., and Mathias, S.L.
- Abstract
This corrects the article DOI: 10.1038/nrd.2018.14.
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- 2018
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17. METABOLOMIC SERUM PROFILING IDENTIFIES METABOLITES LINKED TO KIDNEY DAMAGE WHICH ARE MODULATED BY ANIFROLUMAB IN A PHASE 2 TRIAL IN LUPUS NEPHRITIS.
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Jayne, D., Gavin, P., Allman, E., Di Poto, C., Tian, X., Hess, S., Ramaswamy, M., Lazarus, M., Brohawn, P. Z., Muthas, D., Platt, A., Al-Mossawi, H., Lindholm, C., and Ferrari, N.
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- 2023
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18. Neutrophils in ulcerative colitis: a review of selected biomarkers and their potential therapeutic implications
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Mark Berner Hansen, Daniel Muthas, Clare A. Balendran, Thomas T. MacDonald, Mohib Uddin, Tomas Ottosson, Gerhard Böttcher, Ib Groth Clausen, Carina Kärrman Mårdh, Anna Reznichenko, Silvio Danese, Muthas, D, Reznichenko, A, Balendran, Ca, Bottcher, G, Clausen, Ig, Mardh, Ck, Ottosson, T, Uddin, M, Macdonald, Tt, Danese, S, and Hansen, Mb
- Subjects
0301 basic medicine ,Neutrophils ,Inflammation ,03 medical and health sciences ,Feces ,0302 clinical medicine ,medicine ,Humans ,Molecular Targeted Therapy ,Intestinal Mucosa ,biology ,business.industry ,Lactoferrin ,Gastroenterology ,medicine.disease ,Ulcerative colitis ,Review article ,030104 developmental biology ,C-Reactive Protein ,Immunology ,biology.protein ,030211 gastroenterology & hepatology ,Colitis, Ulcerative ,medicine.symptom ,Calprotectin ,business ,Crypt Abscess ,Leukocyte L1 Antigen Complex ,Elafin ,Biomarkers ,SLPI - Abstract
Objectives: This review article describes the role of neutrophils in mucosal injury and the resulting crypt abscesses characteristic of ulcerative colitis. We also review selected biomarkers for monitoring neutrophil presence and activity in the mucosa as well as their potential as therapeutic targets. Material: We have collated and selectively reviewed data on the most prominent well-established and emerging neutrophil-related biomarkers and potential therapeutic targets (calprotectin, lactoferrin, CXCR1, CXCR2, MMP-9, NGAL, elafin, HNE, pANCAs, MPO, CD16, CD177, CD64, HNPs, SLPI and PTX3) in ulcerative colitis. Results: Systemic and intestinal neutrophil activity increases substantially in active ulcerative colitis, driving tissue damage and extra-intestinal manifestations. Calprotectin is a robust neutrophil and disease biomarker, and a few neutrophil-related targets are being clinically explored as therapeutic targets. Conclusion: We propose that targeting neutrophils and their inflammatory mediators per se is an opportunity that should be explored to identify new effective medical therapies. The overall clinical goal for neutrophil-targeted therapy will be to modulate, but not completely silence, neutrophil activity, thereby abolishing the destructive inflammation with associated acute and chronic tissue damage without compromising host-defense.
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- 2016
19. Type I interferon blockade with anifrolumab in patients with systemic lupus erythematosus modulates key immunopathological pathways in a gene expression and proteomic analysis of two phase 3 trials.
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Baker T, Sharifian H, Newcombe PJ, Gavin PG, Lazarus MN, Ramaswamy M, White WI, Ferrari N, Muthas D, Tummala R, Morand EF, Furie RA, Vital EM, Chamberlain C, Platt A, Al-Mossawi H, Brohawn PZ, and Csomor E
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- Humans, Female, Male, Adult, Middle Aged, Receptor, Interferon alpha-beta genetics, Transcriptome, Lupus Erythematosus, Systemic drug therapy, Lupus Erythematosus, Systemic genetics, Lupus Erythematosus, Systemic immunology, Antibodies, Monoclonal, Humanized therapeutic use, Proteomics, Interferon Type I
- Abstract
Introduction: Anifrolumab is a type I interferon (IFN) receptor 1 (IFNAR1) blocking antibody approved for treating patients with systemic lupus erythematosus (SLE). Here, we investigated the immunomodulatory mechanisms of anifrolumab using longitudinal transcriptomic and proteomic analyses of the 52-week, randomised, phase 3 TULIP-1 and TULIP-2 trials., Methods: Patients with moderate to severe SLE were enrolled in TULIP-1 and TULIP-2 and received intravenous anifrolumab or placebo alongside standard therapy. Whole-blood expression of 18 017 genes using genome-wide RNA sequencing (RNA-seq) (pooled TULIP; anifrolumab, n=244; placebo, n=258) and 184 plasma proteins using Olink and Simoa panels (TULIP-1; anifrolumab, n=124; placebo, n=132) were analysed. We compared treatment groups via gene set enrichment analysis using MetaBase pathway analysis, blood transcriptome modules, in silico deconvolution of RNA-seq and longitudinal linear mixed effect models for gene counts and protein levels., Results: Compared with placebo, anifrolumab modulated >2000 genes by week 24, with overlapping results at week 52, and 41 proteins by week 52. IFNAR1 blockade with anifrolumab downregulated multiple type I and II IFN-induced gene modules/pathways and type III IFN-λ protein levels, and impacted apoptosis-associated and neutrophil extracellular traps-(NET)osis-associated transcriptional pathways, innate cell activating chemokines and receptors, proinflammatory cytokines and B-cell activating cytokines. In silico deconvolution of RNA-seq data indicated an increase from baseline of mucosal-associated invariant and γδT cells and a decrease of monocytes following anifrolumab treatment., Discussion: Type I IFN blockade with anifrolumab modulated multiple inflammatory pathways downstream of type I IFN signalling, including apoptotic, innate and adaptive mechanisms that play key roles in SLE immunopathogenesis., Competing Interests: Competing interests: TB is an employee and stock holder of AstraZeneca; HS is an employee and stock holder of AstraZeneca; PJN was an employee of AstraZeneca at the time the study was being conducted and is an employee and stock holder of GSK; PGG is an employee and stock holder of AstraZeneca; MNL was an employee of AstraZeneca at the time the study was being conducted; MR was an employee and stock holder of AstraZeneca at the time the study was being conducted and is an employee and stock holder of GSK; WIW is an employee and stock holder of AstraZeneca; is applying for two patents (No. 17/999257; No. 18/556733); NF is an employee and stock holder of AstraZeneca; DM is an employee and stock holder of AstraZeneca; RT is an employee and stock holder of AstraZeneca; EFM received grants/contracts from AbbVie, Amgen, AstraZeneca, Biogen, BMS, Eli Lilly, EMD Serono, Genentech, GSK, Janssen, Novartis, Takeda and UCB; received consulting feed from AbbVie, AstraZeneca, Capella, Eli Lilly, EMD Serono, Galapagos, IGM, Novartis, Servier, Wolf, and Zenas; received payment/honoraria from AstraZeneca, BMS, GSK, and Roche; received support for meetings/travel from AstraZeneca and Roche; participated on Data Safety Monitoring/Advisory Boards of AstraZeneca, EMD Serono, Galapagos, Janssen, Novartis, and Takeda; is the Board Director of Rare Voices Australia and Exosome Biosciences Pty; RAF received grants/contracts, consulting fees, payment/honoraria, and support for attending meetings/travel from AstraZeneca and participated on a Data Safety Monitoring/Advisory Board of AstraZeneca; EMV received grants/contracts from AstraZeneca and Sandoz; consulting fees from AbbVie, AstraZeneca, CESAS, Elli Lilly, Novartis, Otsuka, Pfizer, Roche, UCB; payment/honoraria from AstraZeneca, Novastis and Otsuka; support for attending meetings/travel from Otsuka; participated on Data Safety Monitoring/Advisory Boards of Aurinia; is the General Secretary in SLEuro; CC is an employee and stock holder of AstraZeneca; AP is an employee and stockholder of AstraZeneca; HA-M was an employee and stock holder of AstraZeneca at the time the study was being conducted; PZB is an employee and stock holder of AstraZeneca; EC is an employee and stock holder of AstraZeneca., (© Author(s) (or their employer(s)) 2024. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ on behalf of EULAR.)
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- 2024
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20. Proteomic profiling of serum identifies a molecular signature that correlates with clinical outcomes in COPD.
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Dagher R, Fogel P, Wang J, Soussan D, Chiang CC, Kearley J, Muthas D, Taillé C, Berger P, Bourdin A, Chenivesse C, Leroy S, Anderson G, Humbles AA, Aubier M, Kolbeck R, and Pretolani M
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- Humans, Proteomics, Pulmonary Disease, Chronic Obstructive
- Abstract
Objective: Novel biomarkers related to main clinical hallmarks of Chronic obstructive pulmonary disease (COPD), a heterogeneous disorder with pulmonary and extra-pulmonary manifestations, were investigated by profiling the serum levels of 1305 proteins using Slow Off-rate Modified Aptamers (SOMA)scan technology., Methods: Serum samples were collected from 241 COPD subjects in the multicenter French Cohort of Bronchial obstruction and Asthma to measure the expression of 1305 proteins using SOMAscan proteomic platform. Clustering of the proteomics was applied to identify disease subtypes and their functional annotation and association with key clinical parameters were examined. Cluster findings were revalidated during a follow-up visit, and compared to those obtained in a group of 47 COPD patients included in the Melbourne Longitudinal COPD Cohort., Results: Unsupervised clustering identified two clusters within COPD subjects at inclusion. Cluster 1 showed elevated levels of factors contributing to tissue injury, whereas Cluster 2 had higher expression of proteins associated with enhanced immunity and host defense, cell fate, remodeling and repair and altered metabolism/mitochondrial functions. Patients in Cluster 2 had a lower incidence of exacerbations, unscheduled medical visits and prevalence of emphysema and diabetes. These protein expression patterns were conserved during a follow-up second visit, and substanciated, by a large part, in a limited series of COPD patients. Further analyses identified a signature of 15 proteins that accurately differentiated the two COPD clusters at the 2 visits., Conclusions: This study provides insights into COPD heterogeneity and suggests that overexpression of factors involved in lung immunity/host defense, cell fate/repair/ remodelling and mitochondrial/metabolic activities contribute to better clinical outcomes. Hence, high throughput proteomic assay offers a powerful tool for identifying COPD endotypes and facilitating targeted therapies., Competing Interests: Marina Pretolani’s institution has received funding from AstraZeneca. Camille Taillé reports grants or personal fees from Sanofi, GlaxoSmithKline, AstraZeneca and Novartis, outside the submitted work. Patrick Berger reports grants or personal fees from AstraZeneca, Novartis Boehringer Ingelheim, Sanofi, Circassia, Menarini and AstraZeneca outside the submitted work. Arnaud Bourdin reports grants or personal fees from GlaxoSmithKline, Nuvaira, Pulmonx, Actelion, MSD, United Therapeutic, Vertex, Acceleron, Galapagos, AstraZeneca, Boehringer Ingelheim, Chiesi and Sanofi-Regeneron outside the submitted work. Rania Dagher, Chia-Chien Chiang, Jennifer Kearley and Daniel Muthas are employees and shareholders of AstraZeneca. Jingya Wang, Roland Kolbeck and Alison A. Humbles were previous employees of AstraZeneca. An European patent under the reference EP 22 305 676.3 was submitted on May 6, 2022. There are no additional patents, products in development or marketed products associated with this research to declare. This does not alter our adherence to PLOS ONE policies on sharing data and materials., (Copyright: © 2022 Dagher et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
- Published
- 2022
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21. Multiomics links global surfactant dysregulation with airflow obstruction and emphysema in COPD.
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Hristova VA, Watson A, Chaerkady R, Glover MS, Ackland J, Angerman B, Belfield G, Belvisi MG, Burke H, Cellura D, Clark HW, Etal D, Freeman A, Heinson AI, Hess S, Hühn M, Hall E, Mackay A, Madsen J, McCrae C, Muthas D, Novick S, Ostridge K, Öberg L, Platt A, Postle AD, Spalluto CM, Vaarala O, Wang J, Staples KJ, and Wilkinson TMA
- Abstract
Rationale: Pulmonary surfactant is vital for lung homeostasis as it reduces surface tension to prevent alveolar collapse and provides essential immune-regulatory and antipathogenic functions. Previous studies demonstrated dysregulation of some individual surfactant components in COPD. We investigated relationships between COPD disease measures and dysregulation of surfactant components to gain new insights into potential disease mechanisms., Methods: Bronchoalveolar lavage proteome and lipidome were characterised in ex-smoking mild/moderate COPD subjects (n=26) and healthy ex-smoking (n=20) and never-smoking (n=16) controls using mass spectrometry. Serum surfactant protein analysis was performed., Results: Total phosphatidylcholine, phosphatidylglycerol, phosphatidylinositol, surfactant protein (SP)-B, SP-A and SP-D concentrations were lower in COPD versus controls (log
2 fold change (log2 FC) -2.0, -2.2, -1.5, -0.5, -0.7 and -0.5 (adjusted p<0.02), respectively) and correlated with lung function. Total phosphatidylcholine, phosphatidylglycerol, phosphatidylinositol, SP-A, SP-B, SP-D, napsin A and CD44 inversely correlated with computed tomography small airways disease measures (expiratory to inspiratory mean lung density) (r= -0.56, r= -0.58, r= -0.45, r= -0.36, r= -0.44, r= -0.37, r= -0.40 and r= -0.39 (adjusted p<0.05)). Total phosphatidylcholine, phosphatidylglycerol, phosphatidylinositol, SP-A, SP-B, SP-D and NAPSA inversely correlated with emphysema (% low-attenuation areas): r= -0.55, r= -0.61, r= -0.48, r= -0.51, r= -0.41, r= -0.31 and r= -0.34, respectively (adjusted p<0.05). Neutrophil elastase, known to degrade SP-A and SP-D, was elevated in COPD versus controls (log2 FC 0.40, adjusted p=0.0390), and inversely correlated with SP-A and SP-D. Serum SP-D was increased in COPD versus healthy ex-smoking volunteers, and predicted COPD status (area under the curve 0.85)., Conclusions: Using a multiomics approach, we demonstrate, for the first time, global surfactant dysregulation in COPD that was associated with emphysema, giving new insights into potential mechanisms underlying the cause or consequence of disease., Competing Interests: Conflicts of interest: This project was funded by AstraZeneca. V.A. Hristova, R. Chaerkady, M.S. Glover, B. Angermann, G. Belfield, M.G. Belvisi, D. Etal, S. Hess, M. Hühn, C. McCrae, D. Muthas, S. Novick, K. Ostridge, L. Öberg, A. Platt and J. Wang are employees of AstraZeneca, and hold AstraZeneca employee stocks and/or stock options. A. Mackay was an employee of AstraZeneca during the conduct of the study and an employee of Novartis upon submission of this article; Novartis played no role and made no contribution, financial or otherwise, to the work in this manuscript. O. Vaarala was employee of AstraZeneca from 2014 to 2019, and an employee of OrionPharma from 2019 and during the conduct of this study, and owns AstraZeneca stock. K.J. Staples reports receiving grants from AstraZeneca within the submitted work. T.M.A Wilkinson reports grants and personal fees from AstraZeneca during the conduct of the study; and personal fees and other support from MMH, grants and personal fees from GSK, personal fees from BI, and grants and personal fees from Synairgen, outside the submitted work. A. Watson, J. Ackland, H. Burke, D. Cellura, H.W. Clark, A. Freeman, E. Hall, A.I. Heinson, J. Madsen, A.D. Postle and C. Mirella Spalluto report no conflicts of interest., (Copyright ©The authors 2023.)- Published
- 2022
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22. Evaluation of FOXO1 Target Engagement Using a Single-Cell Microfluidic Platform.
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Osman S, Bendtsen C, Peel S, Yrlid L, Muthas D, Simpson J, Willison KR, and Klug DR
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- Proteins, Drug Discovery, Microfluidics
- Abstract
The cellular thermal shift assay (CETSA) has been used extensively since its introduction to study drug-target engagement within both live cells and cellular lysate. This has proven to be a useful tool in early stage drug discovery and is used to study a wide range of protein classes. We describe the application of a single-cell CETSA workflow within a microfluidic affinity capture (MAC) chip. This has enabled us to quantitatively determine the active FOXO1 single-molecule count and observe FOXO1 stabilization and destabilization in the presence of three small molecule inhibitors, including demonstrating the determination of EC
50 . The successful use of the MAC chip for single-cell CETSA paves the way for the study of precious clinical samples owing to the low number of cells needed by the chip. It also provides a useful tool for studying any underlying population heterogeneity that exists within a cellular system, a feature that is usually masked when conducting ensemble measurements.- Published
- 2021
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23. Rare variant contribution to human disease in 281,104 UK Biobank exomes.
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Wang Q, Dhindsa RS, Carss K, Harper AR, Nag A, Tachmazidou I, Vitsios D, Deevi SVV, Mackay A, Muthas D, Hühn M, Monkley S, Olsson H, Wasilewski S, Smith KR, March R, Platt A, Haefliger C, and Petrovski S
- Subjects
- Adult, Aged, Female, Genome-Wide Association Study, Humans, Male, Middle Aged, Phenotype, Proteins chemistry, Proteins genetics, United Kingdom, Exome Sequencing, Biological Specimen Banks, Databases, Genetic, Disease genetics, Exome genetics, Genetic Variation genetics
- Abstract
Genome-wide association studies have uncovered thousands of common variants associated with human disease, but the contribution of rare variants to common disease remains relatively unexplored. The UK Biobank contains detailed phenotypic data linked to medical records for approximately 500,000 participants, offering an unprecedented opportunity to evaluate the effect of rare variation on a broad collection of traits
1,2 . Here we study the relationships between rare protein-coding variants and 17,361 binary and 1,419 quantitative phenotypes using exome sequencing data from 269,171 UK Biobank participants of European ancestry. Gene-based collapsing analyses revealed 1,703 statistically significant gene-phenotype associations for binary traits, with a median odds ratio of 12.4. Furthermore, 83% of these associations were undetectable via single-variant association tests, emphasizing the power of gene-based collapsing analysis in the setting of high allelic heterogeneity. Gene-phenotype associations were also significantly enriched for loss-of-function-mediated traits and approved drug targets. Finally, we performed ancestry-specific and pan-ancestry collapsing analyses using exome sequencing data from 11,933 UK Biobank participants of African, East Asian or South Asian ancestry. Our results highlight a significant contribution of rare variants to common disease. Summary statistics are publicly available through an interactive portal ( http://azphewas.com/ )., (© 2021. The Author(s), under exclusive licence to Springer Nature Limited.)- Published
- 2021
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24. Dysregulation of COVID-19 related gene expression in the COPD lung.
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Watson A, Öberg L, Angermann B, Spalluto CM, Hühn M, Burke H, Cellura D, Freeman A, Muthas D, Etal D, Belfield G, Karlsson F, Nordström K, Ostridge K, Staples KJ, and Wilkinson T
- Subjects
- Aged, Angiotensin-Converting Enzyme 2 genetics, Angiotensin-Converting Enzyme 2 metabolism, Basigin genetics, Basigin metabolism, COVID-19 diagnosis, COVID-19 metabolism, COVID-19 physiopathology, Case-Control Studies, Female, Forced Expiratory Volume, Gene Expression Regulation, Humans, Lung physiopathology, Male, Middle Aged, Prognosis, Pulmonary Disease, Chronic Obstructive diagnosis, Pulmonary Disease, Chronic Obstructive metabolism, Pulmonary Disease, Chronic Obstructive physiopathology, Receptor, Angiotensin, Type 1 genetics, Receptor, Angiotensin, Type 1 metabolism, Receptor, Angiotensin, Type 2 genetics, Receptor, Angiotensin, Type 2 metabolism, Vital Capacity, COVID-19 genetics, Lung metabolism, Pulmonary Disease, Chronic Obstructive genetics, Transcriptome
- Abstract
Background: Chronic obstructive pulmonary disease (COPD) patients are at increased risk of poor outcome from Coronavirus disease (COVID-19). Early data suggest elevated Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) receptor angiotensin converting enzyme 2 (ACE2) expression, but relationships to disease phenotype and downstream regulators of inflammation in the Renin-Angiotensin system (RAS) are unknown. We aimed to determine the relationship between RAS gene expression relevant to SARS-CoV-2 infection in the lung with disease characteristics in COPD, and the regulation of newly identified SARS-CoV-2 receptors and spike-cleaving proteases, important for SARS-CoV-2 infection., Methods: We quantified gene expression using RNA sequencing of epithelial brushings and bronchial biopsies from 31 COPD and 37 control subjects., Results: ACE2 gene expression (log2-fold change (FC)) was increased in COPD compared to ex-smoking (HV-ES) controls in epithelial brushings (0.25, p = 0.042) and bronchial biopsies (0.23, p = 0.050), and correlated with worse lung function (r = - 0.28, p = 0.0090). ACE2 was further increased in frequent exacerbators compared to infrequent exacerbators (0.51, p = 0.00045) and associated with use of ACE inhibitors (ACEi) (0.50, p = 0.0034), having cardiovascular disease (0.23, p = 0.048) or hypertension (0.34, p = 0.0089), and inhaled corticosteroid use in COPD subjects in bronchial biopsies (0.33, p = 0.049). Angiotensin II receptor type (AGTR)1 and 2 expression was decreased in COPD bronchial biopsies compared to HV-ES controls with log2FC of -0.26 (p = 0.033) and - 0.40, (p = 0.0010), respectively. However, the AGTR1:2 ratio was increased in COPD subjects compared with HV-ES controls, log2FC of 0.57 (p = 0.0051). Basigin, a newly identified potential SARS-CoV-2 receptor was also upregulated in both brushes, log2FC of 0.17 (p = 0.0040), and bronchial biopsies, (log2FC of 0.18 (p = 0.017), in COPD vs HV-ES. Transmembrane protease, serine (TMPRSS)2 was not differentially regulated between control and COPD. However, various other spike-cleaving proteases were, including TMPRSS4 and Cathepsin B, in both epithelial brushes (log2FC of 0.25 (p = 0.0012) and log2FC of 0.56 (p = 5.49E-06), respectively) and bronchial biopsies (log2FC of 0.49 (p = 0.00021) and log2FC of 0.246 (p = 0.028), respectively)., Conclusion: This study identifies key differences in expression of genes related to susceptibility and aetiology of COVID-19 within the COPD lung. Further studies to understand the impact on clinical course of disease are now required.
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- 2021
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25. Identification of a missense variant in SPDL1 associated with idiopathic pulmonary fibrosis.
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Dhindsa RS, Mattsson J, Nag A, Wang Q, Wain LV, Allen R, Wigmore EM, Ibanez K, Vitsios D, Deevi SVV, Wasilewski S, Karlsson M, Lassi G, Olsson H, Muthas D, Monkley S, Mackay A, Murray L, Young S, Haefliger C, Maher TM, Belvisi MG, Jenkins G, Molyneaux PL, Platt A, and Petrovski S
- Subjects
- Aged, Case-Control Studies, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Idiopathic Pulmonary Fibrosis diagnosis, Male, Phenotype, Exome Sequencing, Cell Cycle Proteins genetics, Idiopathic Pulmonary Fibrosis genetics, Mutation, Missense
- Abstract
Idiopathic pulmonary fibrosis (IPF) is a fatal disorder characterised by progressive, destructive lung scarring. Despite substantial progress, the genetic determinants of this disease remain incompletely defined. Using whole genome and whole exome sequencing data from 752 individuals with sporadic IPF and 119,055 UK Biobank controls, we performed a variant-level exome-wide association study (ExWAS) and gene-level collapsing analyses. Our variant-level analysis revealed a novel association between a rare missense variant in SPDL1 and IPF (NM_017785.5:g.169588475 G > A p.Arg20Gln; p = 2.4 × 10
-7 , odds ratio = 2.87, 95% confidence interval: 2.03-4.07). This signal was independently replicated in the FinnGen cohort, which contains 1028 cases and 196,986 controls (combined p = 2.2 × 10-20 ), firmly associating this variant as an IPF risk allele. SPDL1 encodes Spindly, a protein involved in mitotic checkpoint signalling during cell division that has not been previously described in fibrosis. To the best of our knowledge, these results highlight a novel mechanism underlying IPF, providing the potential for new therapeutic discoveries in a disease of great unmet need.- Published
- 2021
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26. MODifieR: an Ensemble R Package for Inference of Disease Modules from Transcriptomics Networks.
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de Weerd HA, Badam TVS, Martínez-Enguita D, Åkesson J, Muthas D, Gustafsson M, and Lubovac-Pilav Z
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- Transcriptome, Computational Biology, Software
- Abstract
Motivation: Complex diseases are due to the dense interactions of many disease-associated factors that dysregulate genes that in turn form the so-called disease modules, which have shown to be a powerful concept for understanding pathological mechanisms. There exist many disease module inference methods that rely on somewhat different assumptions, but there is still no gold standard or best-performing method. Hence, there is a need for combining these methods to generate robust disease modules., Results: We developed MODule IdentiFIER (MODifieR), an ensemble R package of nine disease module inference methods from transcriptomics networks. MODifieR uses standardized input and output allowing the possibility to combine individual modules generated from these methods into more robust disease-specific modules, contributing to a better understanding of complex diseases., Availability and Implementation: MODifieR is available under the GNU GPL license and can be freely downloaded from https://gitlab.com/Gustafsson-lab/MODifieR and as a Docker image from https://hub.docker.com/r/ddeweerd/modifier., Supplementary Information: Supplementary data are available at Bioinformatics online., (© The Author(s) 2020. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.)
- Published
- 2020
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27. Fungal Dysbiosis and Intestinal Inflammation in Children With Beta-Cell Autoimmunity.
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Honkanen J, Vuorela A, Muthas D, Orivuori L, Luopajärvi K, Tejesvi MVG, Lavrinienko A, Pirttilä AM, Fogarty CL, Härkönen T, Ilonen J, Ruohtula T, Knip M, Koskimäki JJ, and Vaarala O
- Subjects
- Adolescent, Antibodies, Fungal blood, Autoantibodies blood, Autoimmunity, Child, Child, Preschool, Diabetes Mellitus, Type 1 epidemiology, Dysbiosis, Feces chemistry, Female, Finland epidemiology, HLA-DQ beta-Chains genetics, Humans, Insulin-Secreting Cells pathology, Male, Mycoses epidemiology, beta-Defensins analysis, Candida physiology, Diabetes Mellitus, Type 1 immunology, Feces microbiology, Insulin-Secreting Cells immunology, Mycoses immunology, Saccharomyces physiology
- Abstract
Although gut bacterial dysbiosis is recognized as a regulator of beta-cell autoimmunity, no data is available on fungal dysbiosis in the children at the risk of type 1 diabetes (T1D). We hypothesized that the co-occurrence of fungal and bacterial dysbiosis contributes to the intestinal inflammation and autoimmune destruction of insulin-producing beta-cells in T1D. Fecal and blood samples were collected from 26 children tested positive for at least one diabetes-associated autoantibody (IAA, GADA, IA-2A or ICA) and matched autoantibody-negative children with HLA-conferred susceptibility to T1D (matched for HLA-DQB1 haplotype, age, gender and early childhood nutrition). Bacterial 16S and fungal ITS2 sequencing, and analyses of the markers of intestinal inflammation, namely fecal human beta-defensin-2 (HBD2), calprotectin and secretory total IgA, were performed. Anti-Saccharomyces cerevisiae antibodies (ASCA) and circulating cytokines, IFNG, IL-17 and IL-22, were studied. After these analyses, the children were followed for development of clinical T1D (median 8 years and 8 months). Nine autoantibody positive children were diagnosed with T1D, whereas none of the autoantibody negative children developed T1D during the follow-up. Fungal dysbiosis, characterized by high abundance of fecal Saccharomyces and Candida , was found in the progressors, i.e., children with beta-cell autoimmunity who during the follow-up progressed to clinical T1D. These children showed also bacterial dysbiosis, i.e., increased Bacteroidales and Clostridiales ratio, which was, however, found also in the non-progressors, and is thus a common nominator in the children with beta-cell autoimmunity. Furthermore, the progressors showed markers of intestinal inflammation detected as increased levels of fecal HBD2 and ASCA IgG to fungal antigens. We conclude that the fungal and bacterial dysbiosis, and intestinal inflammation are associated with the development of T1D in children with beta-cell autoimmunity., (Copyright © 2020 Honkanen, Vuorela, Muthas, Orivuori, Luopajärvi, Tejesvi, Lavrinienko, Pirttilä, Fogarty, Härkönen, Ilonen, Ruohtula, Knip, Koskimäki and Vaarala.)
- Published
- 2020
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28. Bleomycin hydrolase regulates the release of chemokines important for inflammation and wound healing by keratinocytes.
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Riise R, Odqvist L, Mattsson J, Monkley S, Abdillahi SM, Tyrchan C, Muthas D, and Yrlid LF
- Subjects
- Cell Line, Chemotaxis drug effects, Chemotaxis physiology, Culture Media, Conditioned, Cysteine Endopeptidases genetics, Filaggrin Proteins, Humans, Inflammation genetics, Keratinocytes drug effects, Skin drug effects, Skin metabolism, Tumor Necrosis Factor-alpha pharmacology, Wound Healing drug effects, Chemokines metabolism, Cysteine Endopeptidases metabolism, Inflammation metabolism, Keratinocytes metabolism, Wound Healing physiology
- Abstract
Bleomycin hydrolase (BLMH) is a well-conserved cysteine protease widely expressed in several mammalian tissues. In skin, which contains high levels of BLMH, this protease is involved in the degradation of citrullinated filaggrin monomers into free amino acids important for skin hydration. Interestingly, the expression and activity of BLMH is reduced in patients with atopic dermatitis (AD) and psoriasis, and BLMH knockout mice acquire tail dermatitis. Apart from its already known function, we have discovered a novel role of BLMH in the regulation of inflammatory chemokines and wound healing. We show that lowered BLMH levels in keratinocytes result in increased release of the pro-inflammatory chemokines CXCL8 and GROα, which are upregulated in skin from AD patients compared to healthy individuals. Conditioned media from keratinocytes expressing low levels of BLMH increased chemotaxis by neutrophils and caused a delayed wound healing in the presence of low-level TNFα. This defective wound healing was improved by blocking the shared receptor of CXCL8 and GROα, namely CXCR2, using a specific receptor antagonist. Collectively, our results present a novel function of BLMH in regulating the secretion of chemokines involved in inflammation and wound healing in human keratinocytes.
- Published
- 2019
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29. Activation of group 2 innate lymphoid cells after allergen challenge in asthmatic patients.
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Winkler C, Hochdörfer T, Israelsson E, Hasselberg A, Cavallin A, Thörn K, Muthas D, Shojaee S, Lüer K, Müller M, Mjösberg J, Vaarala O, Hohlfeld J, and Pardali K
- Subjects
- Adult, Allergens administration & dosage, Antigens, Dermatophagoides administration & dosage, Asthma blood, Asthma physiopathology, Bronchoalveolar Lavage Fluid cytology, Eosinophilia immunology, Female, Forced Expiratory Volume, Humans, Immunity, Innate, Male, Poaceae immunology, Young Adult, Asthma immunology, Bronchoalveolar Lavage Fluid immunology, Lymphocytes immunology
- Abstract
Background: Group 2 innate lymphoid cells (ILC2s) are effective producers of IL-5 and IL-13 during allergic inflammation and bridge the innate and adaptive immune responses. ILC2 numbers are increased in asthmatic patients compared with healthy control subjects. Thus far, human data describing their phenotype during acute allergic inflammation in the lung are incomplete., Objectives: This study aims to characterize and compare blood- and lung-derived ILC2s before and after segmental allergen challenge in patients with mild-to-moderate asthma with high blood eosinophil counts (≥300 cells/μL)., Methods: ILC2s were isolated from blood and bronchoalveolar lavage (BAL) fluid before and after segmental allergen challenge. Cells were sorted by means of flow cytometry, cultured and analyzed for cytokine release or migration, and sequenced for RNA expression., Results: ILC2s were nearly absent in the alveolar space under baseline conditions, but numbers increased significantly after allergen challenge (P < .05), whereas at the same time, ILC2 numbers in blood were reduced (P < .05). Prostaglandin D
2 and CXCL12 levels in BAL fluid correlated with decreased ILC2 numbers in blood (P = .004, respective P = .024). After allergen challenge, several genes promoting type 2 inflammation were expressed at greater levels in BAL fluid compared with blood ILC2s, whereas blood ILC2s remain unactivated., Conclusion: ILC2s accumulate at the site of allergic inflammation and are recruited from the blood. Their transcriptional and functional activation pattern promotes type 2 inflammation., (Copyright © 2019. Published by Elsevier Inc.)- Published
- 2019
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30. Unexplored therapeutic opportunities in the human genome.
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Oprea TI, Bologa CG, Brunak S, Campbell A, Gan GN, Gaulton A, Gomez SM, Guha R, Hersey A, Holmes J, Jadhav A, Jensen LJ, Johnson GL, Karlson A, Leach AR, Ma'ayan A, Malovannaya A, Mani S, Mathias SL, McManus MT, Meehan TF, von Mering C, Muthas D, Nguyen DT, Overington JP, Papadatos G, Qin J, Reich C, Roth BL, Schürer SC, Simeonov A, Sklar LA, Southall N, Tomita S, Tudose I, Ursu O, Vidovic D, Waller A, Westergaard D, Yang JJ, and Zahoránszky-Köhalmi G
- Abstract
This corrects the article DOI: 10.1038/nrd.2018.14.
- Published
- 2018
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31. Neutrophils in ulcerative colitis: a review of selected biomarkers and their potential therapeutic implications.
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Muthas D, Reznichenko A, Balendran CA, Böttcher G, Clausen IG, Kärrman Mårdh C, Ottosson T, Uddin M, MacDonald TT, Danese S, and Berner Hansen M
- Subjects
- C-Reactive Protein analysis, Feces chemistry, Humans, Lactoferrin analysis, Leukocyte L1 Antigen Complex analysis, Molecular Targeted Therapy, Biomarkers analysis, Colitis, Ulcerative metabolism, Colitis, Ulcerative pathology, Intestinal Mucosa metabolism, Intestinal Mucosa pathology, Neutrophils metabolism
- Abstract
Objectives: This review article describes the role of neutrophils in mucosal injury and the resulting crypt abscesses characteristic of ulcerative colitis. We also review selected biomarkers for monitoring neutrophil presence and activity in the mucosa as well as their potential as therapeutic targets., Material: We have collated and selectively reviewed data on the most prominent well-established and emerging neutrophil-related biomarkers and potential therapeutic targets (calprotectin, lactoferrin, CXCR1, CXCR2, MMP-9, NGAL, elafin, HNE, pANCAs, MPO, CD16, CD177, CD64, HNPs, SLPI and PTX3) in ulcerative colitis., Results: Systemic and intestinal neutrophil activity increases substantially in active ulcerative colitis, driving tissue damage and extra-intestinal manifestations. Calprotectin is a robust neutrophil and disease biomarker, and a few neutrophil-related targets are being clinically explored as therapeutic targets., Conclusion: We propose that targeting neutrophils and their inflammatory mediators per se is an opportunity that should be explored to identify new effective medical therapies. The overall clinical goal for neutrophil-targeted therapy will be to modulate, but not completely silence, neutrophil activity, thereby abolishing the destructive inflammation with associated acute and chronic tissue damage without compromising host-defense.
- Published
- 2017
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32. The value of integrating pre-clinical data to predict nausea and vomiting risk in humans as illustrated by AZD3514, a novel androgen receptor modulator.
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Grant C, Ewart L, Muthas D, Deavall D, Smith SA, Clack G, and Newham P
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- Animals, Dogs, Dose-Response Relationship, Drug, Drug Evaluation, Preclinical methods, Female, Ferrets, Humans, Male, Nausea blood, Nausea diagnosis, Predictive Value of Tests, Rats, Rats, Wistar, Vomiting blood, Vomiting diagnosis, Models, Animal, Nausea chemically induced, Pyridazines adverse effects, Receptors, Androgen physiology, Vomiting chemically induced
- Abstract
Nausea and vomiting are components of a complex mechanism that signals food avoidance and protection of the body against the absorption of ingested toxins. This response can also be triggered by pharmaceuticals. Predicting clinical nausea and vomiting liability for pharmaceutical agents based on pre-clinical data can be problematic as no single animal model is a universal predictor. Moreover, efforts to improve models are hampered by the lack of translational animal and human data in the public domain. AZD3514 is a novel, orally-administered compound that inhibits androgen receptor signaling and down-regulates androgen receptor expression. Here we have explored the utility of integrating data from several pre-clinical models to predict nausea and vomiting in the clinic. Single and repeat doses of AZD3514 resulted in emesis, salivation and gastrointestinal disturbances in the dog, and inhibited gastric emptying in rats after a single dose. AZD3514, at clinically relevant exposures, induced dose-responsive "pica" behaviour in rats after single and multiple daily doses, and induced retching and vomiting behaviour in ferrets after a single dose. We compare these data with the clinical manifestation of nausea and vomiting encountered in patients with castration-resistant prostate cancer receiving AZD3514. Our data reveal a striking relationship between the pre-clinical observations described and the experience of nausea and vomiting in the clinic. In conclusion, the emetic nature of AZD3514 was predicted across a range of pre-clinical models, and the approach presented provides a valuable framework for predicition of clinical nausea and vomiting., (Copyright © 2016 Elsevier Inc. All rights reserved.)
- Published
- 2016
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33. Evaluation of the use of imaging parameters for the detection of compound-induced hepatotoxicity in 384-well cultures of HepG2 cells and cryopreserved primary human hepatocytes.
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Garside H, Marcoe KF, Chesnut-Speelman J, Foster AJ, Muthas D, Kenna JG, Warrior U, Bowes J, and Baumgartner J
- Subjects
- Algorithms, Animals, Caspase 3 metabolism, Cell Count, Cell Line, Cell Survival, Cluster Analysis, Cryopreservation, Cytological Techniques instrumentation, HSP70 Heat-Shock Proteins metabolism, HSP72 Heat-Shock Proteins metabolism, Hep G2 Cells, Histones metabolism, Humans, Image Processing, Computer-Assisted, Lipid Metabolism, Phospholipids metabolism, Primary Cell Culture, Rats, Subcellular Fractions chemistry, Subcellular Fractions metabolism, Chemical and Drug Induced Liver Injury pathology, Hepatocytes pathology
- Abstract
Drug-induced liver injury (DILI) is a major cause of failed drug development, withdrawal and restricted usage. Therefore screening assays which aid selection of candidate drugs with reduced propensity to cause DILI are required. We have investigated the toxicity of 144 drugs, 108 of which caused DILI, using assays identified in the literature as having some predictivity for hepatotoxicity. The validated assays utilised either HepG2 cells, HepG2 cells in the presence of rat S9 fraction or isolated human hepatocytes. All parameters were quantified by multiplexed and automated high content fluorescence microscopy, at appropriate time points after compound administration (4, 24 or 48h). The individual endpoint which identified drugs that caused DILI with greatest precision was maximal fold induction in CM-H2DFFDA staining in hepatocytes after 24h (41% sensitivity, 86% specificity). However, hierarchical clustering analysis of all endpoints provided the most sensitive identification of drugs which caused DILI (58% sensitivity, 75% specificity). We conclude that multi-parametric high content cell toxicity assays can enable in vitro detection of drugs that have high propensity to cause DILI in vivo but that many DILI compounds exhibit few in vitro signals when evaluated using these assays., (Copyright © 2013 The Authors. Published by Elsevier Ltd.. All rights reserved.)
- Published
- 2014
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34. Novel pseudopeptides incorporating a benzodiazepine-based turn mimetic--targeting Mycobacterium tuberculosis ribonucleotide reductase.
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Nurbo J, Ericsson DJ, Rosenström U, Muthas D, Jansson AM, Lindeberg G, Unge T, and Karlén A
- Subjects
- Amino Acid Sequence, Humans, Models, Molecular, Mycobacterium tuberculosis chemistry, Mycobacterium tuberculosis drug effects, Ribonucleotide Reductases chemistry, Ribonucleotide Reductases metabolism, Tuberculosis drug therapy, Tuberculosis microbiology, Benzodiazepines chemistry, Benzodiazepines pharmacology, Mycobacterium tuberculosis enzymology, Peptidomimetics chemistry, Peptidomimetics pharmacology, Ribonucleotide Reductases antagonists & inhibitors
- Abstract
Peptides mimicking the C-terminus of the small subunit (R2) of Mycobacterium tuberculosis ribonucleotide reductase (RNR) can compete for binding to the large subunit (R1) and thus inhibit RNR activity. Moreover, it has been suggested that the binding of the R2 C-terminus is very similar in M. tuberculosis and Salmonella typhimurium. Based on modeling studies of a crystal structure of the holocomplex of the S. typhimurium enzyme, a benzodiazepine-based turn mimetic was identified and a set of novel compounds incorporating the benzodiazepine scaffold was synthesized. The compounds were evaluated in a competitive fluorescence polarization assay and in an RNR activity assay. These studies revealed that the compounds incorporating the benzodiazepine scaffold have the ability to compete for the M. tuberculosis R2 binding site with low-micromolar affinity., (Copyright © 2013 Elsevier Ltd. All rights reserved.)
- Published
- 2013
- Full Text
- View/download PDF
35. Exploiting Pharmacological Similarity to Identify Safety Concerns - Listen to What the Data Tells You.
- Author
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Muthas D and Boyer S
- Abstract
Whilst most new drugs are designed to act on a single target or a small number of targets, many do show broad pharmacological activity. In some cases this can be beneficial and necessary for efficacy and in others it can be detrimental, leading to increased safety liability. To probe off-target pharmacology most drug discovery programs include screening against a broad panel of targets that represent known troublesome pharmacology. Hits against any one of these targets can then be subjected to a risk assessment for potential safety problems in preclinical or clinical studies. In addition, the secondary pharmacology profile can also be thought of as an alternative description of the compound and as such can be used as a method for assessing 'similarity'. Consequently, inspection of the in vivo findings of pharmacological neighbors can give important insights into potential safety liabilities that are neither identified by pure chemical similarity searches nor by risk assessment on individual targets. Here we show that the pharmacological profile contains additional information as compared to chemical similarity, and also demonstrate how this can be used in the hazard assessment done during drug discovery and development., (Copyright © 2013 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.)
- Published
- 2013
- Full Text
- View/download PDF
36. Application of data mining and visualization techniques for the prediction of drug-induced nausea in man.
- Author
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Parkinson J, Muthas D, Clark M, Boyer S, Valentin JP, and Ewart L
- Subjects
- Animals, Artificial Intelligence, Cluster Analysis, Computer Graphics, Data Mining, Diarrhea chemically induced, Humans, Medical Informatics methods, Prescription Drugs adverse effects, Risk Assessment methods, Sialorrhea chemically induced, Vomiting chemically induced, Drug Evaluation, Preclinical methods, Drugs, Investigational adverse effects, Gastrointestinal Tract drug effects, Models, Biological, Nausea chemically induced
- Abstract
The therapeutic value of many drugs can be limited by gastrointestinal (GI) adverse effects such as nausea and vomiting. Nausea is a subjective human sensation, hence little is known about preclinical biomarkers that may accurately and effectively predict its presence in man. The aim of this analysis was to use informatics and data-mining tools to identify plausible preclinical GI effects that may be associated with nausea and that could be of potential use in its prediction. A total of 86 marketed drugs were used in this analysis, and the main outcome was a confirmation that nausogenic and non-nausogenic drugs can be clearly separated based on their preclinical GI observations. Specifically, combinations of common preclinical GI effects (vomiting, diarrhea, and salivary hypersecretion) proved to be strong predictors. The model was subsequently validated with a subset of 20 blinded proprietary small molecules and successfully predicted clinical outcome in 90% of cases. This investigation demonstrated the feasibility of data-mining approaches to facilitate discovery of novel, plausible associations that can be used to understand drug-induced adverse effects.
- Published
- 2012
- Full Text
- View/download PDF
37. DrugPred: a structure-based approach to predict protein druggability developed using an extensive nonredundant data set.
- Author
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Krasowski A, Muthas D, Sarkar A, Schmitt S, and Brenk R
- Subjects
- Algorithms, Binding Sites, Computational Biology statistics & numerical data, Data Mining, Databases, Protein, Drug Discovery statistics & numerical data, Humans, Models, Molecular, Molecular Conformation, Principal Component Analysis, Protein Binding, Proteins metabolism, Computational Biology methods, Drug Discovery methods, Ligands, Proteins chemistry, Software
- Abstract
Judging if a protein is able to bind orally available molecules with high affinity, i.e. if a protein is druggable, is an important step in target assessment. In order to derive a structure-based method to predict protein druggability, a comprehensive, nonredundant data set containing crystal structures of 71 druggable and 44 less druggable proteins was compiled by literature search and data mining. This data set was subsequently used to train a structure-based druggability predictor (DrugPred) using partial least-squares projection to latent structures discriminant analysis (PLS-DA). DrugPred performed well in discriminating druggable from less druggable binding sites for both internal and external predictions. The method is robust against conformational changes in the binding site and outperforms previously published methods. The superior performance of DrugPred is likely due to the size and composition of the training set which, in contrast to most previously developed methods, only contains cavities that have evolved to bind a natural ligand.
- Published
- 2011
- Full Text
- View/download PDF
38. Identification of small peptides mimicking the R2 C-terminus of Mycobacterium tuberculosis ribonucleotide reductase.
- Author
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Ericsson DJ, Nurbo J, Muthas D, Hertzberg K, Lindeberg G, Karlén A, and Unge T
- Subjects
- Molecular Structure, Oligopeptides chemical synthesis, Mycobacterium tuberculosis enzymology, Oligopeptides analysis, Oligopeptides chemistry, Ribonucleotide Reductases chemistry
- Abstract
Ribonucleotide reductase (RNR) is a viable target for new drugs against the causative agent of tuberculosis, Mycobacterium tuberculosis. Previous work has shown that an N-acetylated heptapeptide based on the C-terminal sequence of the smaller RNR subunit can disrupt the formation of the holoenzyme sufficiently to inhibit its function. Here the synthesis and binding affinity, evaluated by competitive fluorescence polarization, of several truncated and N-protected peptides are described. The protected single-amino acid Fmoc-Trp shows binding affinity comparable to the N-acetylated heptapeptide, making it an attractive candidate for further development of non-peptidic RNR inhibitors.
- Published
- 2010
- Full Text
- View/download PDF
39. Functionalized 3-amino-imidazo[1,2-a]pyridines: a novel class of drug-like Mycobacterium tuberculosis glutamine synthetase inhibitors.
- Author
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Odell LR, Nilsson MT, Gising J, Lagerlund O, Muthas D, Nordqvist A, Karlén A, and Larhed M
- Subjects
- Antitubercular Agents chemical synthesis, Antitubercular Agents pharmacology, Enzyme Inhibitors chemical synthesis, Enzyme Inhibitors pharmacology, Glutamate-Ammonia Ligase metabolism, Imidazoles chemical synthesis, Imidazoles pharmacology, Pyridines chemical synthesis, Pyridines pharmacology, Structure-Activity Relationship, Antitubercular Agents chemistry, Enzyme Inhibitors chemistry, Glutamate-Ammonia Ligase antagonists & inhibitors, Imidazoles chemistry, Mycobacterium tuberculosis enzymology, Pyridines chemistry
- Abstract
3-Amino-imidazo[1,2-a]pyridines have been identified as a novel class of Mycobacterium tuberculosis glutamine synthetase inhibitors. Moreover, these compounds represent the first drug-like inhibitors of this enzyme. A series of compounds exploring structural diversity in the pyridine and phenyl rings have been synthesized and biologically evaluated. Compound 4n was found to be the most potent inhibitor (IC(50)=0.38+/-0.02 microM). This compound was significantly more potent than the known inhibitors, l-methionine-SR-sulfoximine and phosphinothricin.
- Published
- 2009
- Full Text
- View/download PDF
40. Is it possible to increase hit rates in structure-based virtual screening by pharmacophore filtering? An investigation of the advantages and pitfalls of post-filtering.
- Author
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Muthas D, Sabnis YA, Lundborg M, and Karlén A
- Subjects
- Algorithms, Binding Sites, Computer Simulation, Crystallography, X-Ray, Cyclin-Dependent Kinase 2, Cyclooxygenase 2 chemistry, Estrogen Receptor alpha chemistry, Factor Xa chemistry, Humans, Hydrogen Bonding, Matrix Metalloproteinase 3 chemistry, Models, Molecular, Molecular Structure, Molecular Weight, Neuraminidase chemistry, ROC Curve, Software, Drug Design, Protein Binding, Quantitative Structure-Activity Relationship
- Abstract
We have investigated the influence of post-filtering virtual screening results, with pharmacophoric features generated from an X-ray structure, on enrichment rates. This was performed using three docking softwares, zdock+, Surflex and FRED, as virtual screening tools and pharmacophores generated in UNITY from co-crystallized complexes. Sets of known actives along with 9997 pharmaceutically relevant decoy compounds were docked against six chemically diverse protein targets namely CDK2, COX2, ERalpha, fXa, MMP3, and NA. To try to overcome the inherent limitations of the well-known docking problem, we generated multiple poses for each compound. The compounds were first ranked according to their scores alone and enrichment rates were calculated using only the top scoring pose of each compound. Subsequently, all poses for each compound were passed through the different pharmacophores generated from co-crystallized complexes and the enrichment factors were re-calculated based on the top-scoring passing pose of each compound. Post-filtering with a pharmacophore generated from only one X-ray complex was shown to increase enrichment rates in all investigated targets compared to docking alone. This indicates that this is a general method, which works for diverse targets and different docking softwares.
- Published
- 2008
- Full Text
- View/download PDF
41. Design, synthesis and evaluation of peptide inhibitors of Mycobacterium tuberculosis ribonucleotide reductase.
- Author
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Nurbo J, Roos AK, Muthas D, Wahlström E, Ericsson DJ, Lundstedt T, Unge T, and Karlén A
- Subjects
- Cloning, Molecular, Combinatorial Chemistry Techniques methods, Drug Design, Enzyme Activation drug effects, Gene Expression Profiling, Microbial Sensitivity Tests, Molecular Conformation, Peptide Library, Polymerase Chain Reaction methods, Quantitative Structure-Activity Relationship, Ribonucleotide Reductases genetics, Ribonucleotide Reductases isolation & purification, Stereoisomerism, Antitubercular Agents chemical synthesis, Antitubercular Agents chemistry, Antitubercular Agents pharmacology, Enzyme Inhibitors chemical synthesis, Enzyme Inhibitors chemistry, Enzyme Inhibitors pharmacology, Mycobacterium tuberculosis enzymology, Peptides chemical synthesis, Peptides chemistry, Peptides pharmacology, Ribonucleotide Reductases antagonists & inhibitors
- Abstract
Mycobacterium tuberculosis ribonucleotide reductase (RNR) is a potential target for new antitubercular drugs. Herein we describe the synthesis and evaluation of peptide inhibitors of RNR derived from the C-terminus of the small subunit of M. tuberculosis RNR. An N-terminal truncation, an alanine scan and a novel statistical molecular design (SMD) approach based on the heptapeptide Ac-Glu-Asp-Asp-Asp-Trp-Asp-Phe-OH were applied in this study. The alanine scan showed that Trp5 and Phe7 were important for inhibitory potency. A quantitative structure relationship (QSAR) model was developed based on the synthesized peptides which showed that a negative charge in positions 2, 3, and 6 is beneficial for inhibitory potency. Finally, in position 5 the model coefficients indicate that there is room for a larger side chain, as compared to Trp5.
- Published
- 2007
- Full Text
- View/download PDF
42. Scope and limitations of Baird's theory on triplet state aromaticity: application to the tuning of singlet-triplet energy gaps in fulvenes.
- Author
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Ottosson H, Kilså K, Chajara K, Piqueras MC, Crespo R, Kato H, and Muthas D
- Subjects
- Alkenes chemistry, Aniline Compounds chemistry, Carbon Dioxide chemistry, Catalysis, Hydrogen-Ion Concentration, Microscopy, Electron, Scanning, Molecular Structure, Temperature, Cyclopentanes chemistry, Hydrocarbons, Aromatic chemistry
- Abstract
Utilizing Baird's theory on triplet state aromaticity, we show that the singlet-triplet energy gaps (DeltaE(ST)) of pentafulvenes are easily varied through substitution by as much as 36 kcal mol(-1). This exploits the fact that fulvenes act as aromatic chameleons in which the dipoles reverse on going from the singlet ground state (S(0)) to the lowest pipi* triplet state (T1); thus, their electron distributions are adapted so as to achieve some aromaticity in both states. The results are based on quantum chemical calculations with the OLYP density functional theory method and the CASPT2 ab initio method, as well as spectroscopic determination of DeltaE(ST) by triplet sensitization. The findings can also be generalized to fulvenes other than the pentafulvenes, even though the effect is attenuated as the size of the fulvene increases. Our studies thus reveal that triplet-state aromaticity can greatly influence the properties of conjugated compounds in the T1 state.
- Published
- 2007
- Full Text
- View/download PDF
43. Synthesis, biological evaluation, and modeling studies of inhibitors aimed at the malarial proteases plasmepsins I and II.
- Author
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Muthas D, Nöteberg D, Sabnis YA, Hamelink E, Vrang L, Samuelsson B, Karlén A, and Hallberg A
- Subjects
- Animals, Antimalarials chemistry, Computer Simulation, Models, Biological, Models, Molecular, Plasmodium falciparum enzymology, Protease Inhibitors chemical synthesis, Protease Inhibitors chemistry, Protozoan Proteins, Quantitative Structure-Activity Relationship, Antimalarials chemical synthesis, Antimalarials pharmacology, Aspartic Acid Endopeptidases antagonists & inhibitors, Protease Inhibitors pharmacology
- Abstract
The increasing resistance of the malarial parasite to antimalarial drugs is a major contributor to the reemergence of the disease and increases the need for new drug targets. The two aspartic proteases, plasmepsins I and II, from Plasmodium falciparum have recently emerged as potential targets. In an effort to inhibit these hemoglobinases, a series of inhibitors encompassing a basic hydroxyethylamine transition state isostere as a central fragment were prepared. The synthesized compounds were varied in the P1' position and exhibited biological activities in the range of 31 to >2000 nM. To try to rationalize the results, molecular docking and 3D-QSAR analysis were used.
- Published
- 2005
- Full Text
- View/download PDF
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