2,092 results on '"Stocco, G."'
Search Results
52. MIF plasma level as a possible tool to predict steroid responsiveness in children with idiopathic nephrotic syndrome
- Author
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Cuzzoni, E, Colturi, F, De Iudicibus, S, Marcuzzi, A, Lucafo, M, Pelin, M, Favretto, D, Monti, E, Morello, W, Ghio, L, La Scola, C, Mencarelli, F, Pasini, A, Montini, G, Decorti, G, Stocco, G, Cuzzoni E., COLTURI, FRANCA RENZA, De Iudicibus S., Marcuzzi A., Lucafo M., Pelin M., Favretto D., Monti E., Morello W., Ghio L., La Scola C., Mencarelli F., Pasini A., Montini G., Decorti G., Stocco G., Cuzzoni, E, Colturi, F, De Iudicibus, S, Marcuzzi, A, Lucafo, M, Pelin, M, Favretto, D, Monti, E, Morello, W, Ghio, L, La Scola, C, Mencarelli, F, Pasini, A, Montini, G, Decorti, G, Stocco, G, Cuzzoni E., COLTURI, FRANCA RENZA, De Iudicibus S., Marcuzzi A., Lucafo M., Pelin M., Favretto D., Monti E., Morello W., Ghio L., La Scola C., Mencarelli F., Pasini A., Montini G., Decorti G., and Stocco G.
- Abstract
Purpose: Idiopathic nephrotic syndrome (INS) is the most frequent form of childhood nephrotic syndrome. Steroids represent the best therapeutic option; however, inter-individual differences in their efficacy and side effects have been reported. To date, there is no way to predict patients’ resistance and/or dependence. Alterations in the cytokine profile of INS patients might contribute to proteinuria and glomerular damage and affect drug sensitivity. Methods: The cytokine plasma levels were measured in 21 INS children at diagnosis to investigate the association among cytokines pattern and clinical response. Patients were selected on the basis of their clinical response: 7 steroid sensitive (SS), 7 dependent (SD), and 7 resistant (SR). Significant results were then analyzed in 41 additional pediatric INS patients. Results: Within the 48 cytokines analyzed, macrophage migration inhibitory factor (MIF) was a good predictor of steroid response. Indeed, SR patients showed significantly higher MIF plasma levels compared with all others (p = 0.022; OR = 4.3, 95%CI = 1.2–25.4): a cutoff concentration of MIF > 501 pg/ml significantly discriminated SR patients (sensitivity = 85.7%, specificity = 71.4%). On the contrary, SD patients showed lower MIF plasma levels compared with others (p = 0.010; OR = 0.12, 95%CI = 9.2 × 10−3–6.7 × 10−1). Significant results were confirmed in the entire cohort. Conclusions: Our comprehensive cytokine analysis indicates that assessing MIF plasma levels at diagnosis could predict response to glucocorticoids in children with INS.
- Published
- 2019
53. PACSIN2 rs2413739 influence on thiopurine pharmacokinetics: validation studies in pediatric patients.
- Author
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Franca R, Stocco G, Favretto D, Giurici N, Del Rizzo I, Locatelli F, Vinti L, Biondi A, Colombini A, Fagioli F, Barisone E, Pelin M, Martellossi S, Ventura A, Decorti G, and Rabusin M
- Subjects
- Adaptor Proteins, Signal Transducing metabolism, Adolescent, Adult, Azathioprine adverse effects, Child, Child, Preschool, Cohort Studies, Female, Humans, Inflammatory Bowel Diseases drug therapy, Inflammatory Bowel Diseases metabolism, Italy epidemiology, Male, Mercaptopurine adverse effects, Mercaptopurine pharmacokinetics, Middle Aged, Polymorphism, Single Nucleotide drug effects, Precursor Cell Lymphoblastic Leukemia-Lymphoma drug therapy, Precursor Cell Lymphoblastic Leukemia-Lymphoma metabolism, Adaptor Proteins, Signal Transducing genetics, Azathioprine pharmacokinetics, Inflammatory Bowel Diseases genetics, Polymorphism, Single Nucleotide genetics, Precursor Cell Lymphoblastic Leukemia-Lymphoma genetics
- Abstract
The aim of the study was to validate the impact of the single-nucleotide polymorphism rs2413739 (T > C) in the PACSIN2 gene on thiopurines pharmacological parameters and clinical response in an Italian cohort of pediatric patients with acute lymphoblastic leukemia (ALL) and inflammatory bowel disease (IBD). In ALL, PACSIN2 rs2413739 T allele was associated with a significant reduction of TPMT activity in erythrocytes (p = 0.0094, linear mixed-effect model, multivariate analysis considering TPMT genotype) and increased severe gastrointestinal toxicity during consolidation therapy (p = 0.049). A similar trend was present also for severe hematological toxicity during maintenance. In IBD, no significant effect of rs2413739 could be found on TPMT activity, however azathioprine effectiveness was reduced in patients carrying the T allele (linear mixed effect, p = 0.0058). In PBMC from healthy donors, a positive correlation between PACSIN2 and TPMT protein concentration could be detected (linear mixed effect, p = 0.045). These results support the role of PACSIN2 polymorphism on TPMT activity and mercaptopurine adverse effects in patients with ALL. Further evidence on PBMC and pediatric patients with IBD supports an association between PACSIN2 variants, TPMT activity, and thiopurines effects, even if more studies are needed since some of these effects may be tissue specific.
- Published
- 2020
- Full Text
- View/download PDF
54. Cancer Pharmacogenetics: perspective on newly discovered and implemented predictive biomarkers
- Author
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Roncato, R., primary, Cecchini, E., additional, Dalle Fratte, C., additional, Decorti, G., additional, Del Re, M., additional, Franca, R., additional, Nobili, S., additional, Ravegnini, G., additional, Stocco, G., additional, Mini, E., additional, Toffoli, G., additional, and Cancer Pharmacology Working Group, W.G., additional
- Published
- 2021
- Full Text
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55. Quantification of 7 cannabinoids in cannabis oil using GC-MS: Method development, validation and application to therapeutic preparations in Friuli Venezia Giulia region, Italy.
- Author
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Franzin M, Ruoso R, Del Savio R, Niaki EA, Pettinelli A, Decorti G, Stocco G, and Addobbati R
- Abstract
The use of therapeutic cannabis preparations in Friuli Venezia Giulia is increasingly expanding. Even if cannabis oil finds its applications in several disorders affecting adults and children, it is not yet a standardized product and, to ensure the quality of the preparation, a quantitative analysis must be carried out before dispensing it to patients. Gas chromatography coupled to mass spectrometry (GC-MS) is a frequently used technique for quantification of cannabinoids, the active compounds of C. sativa . In this context, we developed a GC-MS method for the simultaneous quantification of 7 cannabinoids (CBD, CBDA, CBG, CBN, THCA, THCV and Δ
9 -THC) that is not time and sample consuming: 10 μL of cannabis oil were used for the sample preparation, that consists in derivatization of analytes through silylation. Calibration curves were built from 0.2 to 2 μg/mL. The percentage of accuracy and precision did not exceed the values recommended by validation guidelines. The limit of detection was 0.01 μg/mL; whereas the lower limit of quantification was 0.2 μg/mL. There was no carry over. The proposed GC-MS method showed good sensitivity, specificity, linearity, accuracy, precision and applicability to therapeutic preparations., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2023 Published by Elsevier Ltd.)- Published
- 2023
- Full Text
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56. Prediction accuracies of cheese-making traits using Fourier-transform infrared spectra in goat milk.
- Author
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Stocco G, Dadousis C, Pazzola M, Vacca GM, Dettori ML, Mariani E, and Cipolat-Gotet C
- Subjects
- Humans, Animals, Milk chemistry, Bayes Theorem, Goats, Spectroscopy, Fourier Transform Infrared, Cheese analysis
- Abstract
The objectives of this study were to explore the use of Fourier-transform infrared (FITR) spectroscopy on 458 goat milk samples for predicting cheese-making traits, and to test the effect of the farm variability on their prediction accuracy. Calibration equations were developed using a Bayesian approach with three different scenarios: i) a random cross-validation (CV) [80% calibration (CAL); 20% validation (VAL) set], ii) a stratified CV [(SCV), 13 farms used as CAL, and the remaining one as VAL set], and iii) a SCV where 20% of the goats randomly selected from the VAL farm were included in the CAL set (SCV
80 ). The best prediction performance was obtained for cheese yield solids, justifying for its practical application at population level. Overall results were similar to or outperformed those reported for bovine milk. Our results suggest considering specific procedures for calibration development to propose reliable tools applicable along the dairy goat chain., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2022 The Authors. Published by Elsevier Ltd.. All rights reserved.)- Published
- 2023
- Full Text
- View/download PDF
57. Letter: TPMT activity and age in IBD patients
- Author
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Stocco, G., De Iudicibus, S., Cuzzoni, E., Decorti, G., Martelossi, S., and Ventura, A.
- Published
- 2012
- Full Text
- View/download PDF
58. The role of inbreeding depression on productive performance in the Italian Holstein breed.
- Author
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Ablondi M, Summer A, Stocco G, Finocchiaro R, van Kaam JT, Cassandro M, Dadousis C, Sabbioni A, and Cipolat-Gotet C
- Subjects
- Cattle genetics, Female, Animals, Genotype, Homozygote, Inbreeding, Polymorphism, Single Nucleotide, Italy, Inbreeding Depression
- Abstract
Inbreeding depression has become an urgent issue in cosmopolitan breeds where the massive genetic progress achieved in the latest generations is counterbalanced by a dramatic loss of genetic diversity causing increased health issues. Thus, the aim of this study was to estimate inbreeding depression on productive traits in Holstein dairy cattle. More precisely, we aimed to i) determine the level of inbreeding in 27,735 Italian Holstein dairy cows using pedigree and genotype data, ii) quantify the effect of inbreeding on 305-d in milk yield (MY; kg), fat yield (FY; kg), and protein yield (PY; kg) based on different statistical approaches, iii) determine if recent inbreeding has a more harmful impact than ancestral ones, and iv) quantify chromosomal homozygosity effect on productive traits. Quality control was performed on the autosomal chromosomes resulting in a final dataset of 84,443 single nucleotide polymorphisms. Four statistical models were used to evaluate the presence of inbreeding depression, which included linear regression analysis and division of FPED and FROH into percentile classes. Moreover, FROH was partitioned into i) length classes to assess the role of recent and ancestral inbreeding and ii) chromosome-specific contributions (FROH-CHR). Results evidenced that inbreeding negatively impacted the productive performance of Italian Holstein Friesian cows. However, differences between the estimated FPED and FROH coefficients resulted in different estimates of inbreeding depression. For instance, a 1% increase in FPED and FROH was associated with a decrease in MY of about 44 and 61 kg (P < 0.01). Further, when considering the extreme inbreeding percentile classes moving from the 5th lowest to the 95th highest, there was a reduction of -263 kg and -561 kg per lactation for FPED and FROH. Increased inbreeding, estimated by FPED and FROH, had also a negative effect on PY and FY, either fit as a regressor or percentile classes. When evaluating the impact of inbreeding based on runs of homozygosity (ROH) length classes, longer ROH (over 8 Mb) had a negative effect in all traits, indicating that recent inbreeding might be more harmful than the ancestral one. Finally, results within chromosome homozygosity highlighted specific chromosomes with a more deleterious effect on productive traits., (© The Author(s) 2023. Published by Oxford University Press on behalf of the American Society of Animal Science.)
- Published
- 2023
- Full Text
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59. PACSIN2 as a modulator of autophagy and mercaptopurine cytotoxicity: mechanisms in lymphoid and intestinal cells.
- Author
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Zudeh G, Franca R, Lucafò M, Bonten EJ, Bramuzzo M, Sgarra R, Lagatolla C, Franzin M, Evans WE, Decorti G, and Stocco G
- Subjects
- Humans, Child, Intestines, Autophagy, Adaptor Proteins, Signal Transducing genetics, Mercaptopurine pharmacology, Inflammatory Bowel Diseases drug therapy
- Abstract
PACSIN2 variants are associated with gastrointestinal effects of thiopurines and thiopurine methyltransferase activity through an uncharacterized mechanism that is postulated to involve autophagy. This study aims to clarify the role of PACSIN2 in autophagy and in thiopurine cytotoxicity in leukemic and intestinal models. Higher autophagy and lower PACSIN2 levels were observed in inflamed compared with non-inflamed colon biopsies of inflammatory bowel disease pediatric patients at diagnosis. PACSIN2 was identified as an inhibitor of autophagy, putatively through inhibition of autophagosome formation by a protein-protein interaction with LC3-II, mediated by a LIR motif. Moreover, PACSIN2 resulted a modulator of mercaptopurine-induced cytotoxicity in intestinal cells, suggesting that PACSIN2-regulated autophagy levels might influence thiopurine sensitivity. However, PACSIN2 modulates cellular thiopurine methyltransferase activity via mechanisms distinct from its modulation of autophagy., (© 2023 Zudeh et al.)
- Published
- 2023
- Full Text
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60. Herd and animal factors affect the variability of total and differential somatic cell count in bovine milk.
- Author
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Stocco G, Cipolat-Gotet C, Stefanon B, Zecconi A, Francescutti M, Mountricha M, and Summer A
- Subjects
- Pregnancy, Female, Cattle genetics, Animals, Parity, Cell Count veterinary, Phenotype, Dairying, Milk metabolism, Lactation
- Abstract
The aim of this study was to quantify some environmental (individual herds, herd productivity, milking system, and season) and animal factors [individual animals, breed, days in milk (DIM) and parity] on the variability of the log-10 transformation of somatic cell count (LSCC) and differential somatic cell count (DSCC) on individual bovine milk. A total of 159,360 test-day records related to milk production and composition were extracted from 12,849 Holstein-Friesian and 9,275 Simmental cows distributed across 223 herds. Herds were classified into high and low productivity, defined according to the average daily milk net energy output (DMEO) yielded by the cows. Data included daily milk yield (DYM; kg/d), milk fat, protein, lactose, SCC, and DSCC, and information on herds (i.e., productivity, milking system). The daily production of total and differential somatic cells in milk was calculated and then log-10 transformed, obtaining DLSCC and DLDSCC, respectively. Data were analyzed using a mixed model including the effects of individual herd, animal, repeated measurements intra animal as random, and herd productivity, milking system, season, breed, DIM, parity, DIM × parity, breed × season, DIM × milking system and parity × milking system as fixed factors. Herds with a high DMEO were characterized by a lower content of LSCC and DSCC, and higher DLSCC and DLDSCC, compared to the low DMEO herds. The association between milking system and somatic cell traits suggested that the use of the automatic milking systems would not allow for a rapid intervention on the cow, as evidenced by the higher content of all somatic cell traits compared to the other milking systems. Season was an important source of variation, as evidenced by high LSCC and DSCC content in milk during summer. Breed of cow had a large influence, with Holstein-Friesian having greater LSCC, DSCC, DLSCC, and DLDSCC compared to Simmental. With regard to DIM, the variability of LSCC was mostly related to that of DSCC, showing an increase from calving to the end of lactation, and suggesting the higher occurrence of chronic mastitis in cows toward the end of lactation. All the somatic cell traits increased across number of parities, possibly because older cows may have increased susceptibility to intramammary infections., (© The Author(s) 2022. Published by Oxford University Press on behalf of the American Society of Animal Science.)
- Published
- 2023
- Full Text
- View/download PDF
61. DNA methylation of the TPMT gene and azathioprine pharmacokinetics in children with very early onset inflammatory bowel disease.
- Author
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Selvestrel D, Stocco G, Aloi M, Arrigo S, Cardile S, Cecchin E, Congia M, Curci D, Gatti S, Graziano F, Langefeld CD, Lucafò M, Martelossi S, Martinelli M, Pagarin S, Scarallo L, Stacul EF, Strisciuglio C, Thompson S, Zuin G, Decorti G, and Bramuzzo M
- Subjects
- Adolescent, Child, Humans, DNA Methylation genetics, Methyltransferases genetics, Methyltransferases metabolism, Immunosuppressive Agents therapeutic use, Azathioprine therapeutic use, Inflammatory Bowel Diseases drug therapy, Inflammatory Bowel Diseases genetics
- Abstract
Background: Thiopurine methyltransferase (TPMT) is a crucial enzyme for azathioprine biotransformation and its activity is higher in very early onset inflammatory bowel disease (VEO-IBD) patients than in adolescents with IBD (aIBD)., Aims: The aims of this pharmacoepigenetic study were to evaluate differences in peripheral blood DNA methylation of the TPMT gene and in azathioprine pharmacokinetics in patients with VEO-IBD compared to aIBD., Methods: The association of age with whole genome DNA methylation profile was evaluated in a pilot group of patients and confirmed by a meta-analysis on 3 cohorts of patients available on the public functional genomics data repository. Effects of candidate CpG sites in the TPMT gene were validated in a larger cohort using pyrosequencing. TPMT activity and azathioprine metabolites (TGN) were measured in patients' erythrocytes by HPLC and associated with patients' age group and TPMT DNA methylation., Results: Whole genome DNA methylation pilot analysis, combined with the meta-analysis revealed cg22736354, located on TPMT downstream neighboring region, as the only statistically significant CpG whose methylation increases with age, resulting lower in VEO-IBD patients compared to aIBD (median 9.6% vs 12%, p = 0.029). Pyrosequencing confirmed lower cg22736354 methylation in VEO-IBD patients (median 4.0% vs 6.0%, p = 4.6 ×10
-5 ). No differences in TPMT promoter methylation were found. Reduced cg22736354 methylation was associated with lower TGN concentrations (rho = 0.31, p = 0.01) in patients with VEO-IBD and aIBD., Conclusion: Methylation of cg22736354 in TPMT gene neighborhood is lower in patients with VEO-IBD and is associated with reduced azathioprine inactivation and increased TGN concentrations., Competing Interests: Conflict of interest statement All authors read and approved the final manuscript. All authors have no conflict of interest., (Copyright © 2022 The Authors. Published by Elsevier Masson SAS.. All rights reserved.)- Published
- 2023
- Full Text
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62. Cancer Pharmacogenomics
- Author
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Paugh, S W, Stocco, G, McCorkle, J R, Diouf, B, Crews, K R, and Evans, W E
- Published
- 2011
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63. Major Causes of Variation of External Appearance, Chemical Composition, Texture, and Color Traits of 37 Categories of Cheeses.
- Author
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Bittante G, Amalfitano N, Cipolat-Gotet C, Lombardi A, Stocco G, and Tagliapietra F
- Abstract
Cheeses are produced by many different procedures, giving rise to many types differing in ripening time, size, shape, chemical composition, color, texture, and sensory properties. As the first step in a large project, our aim was to characterize and quantify the major sources of variation in cheese characteristics by sampling 1050 different cheeses manufactured by over 100 producers and grouped into 37 categories (16 with protected designation of origin, 4 traditional cheese categories, 3 pasta filata cheese categories, 5 flavored cheese categories, 2 goat milk categories, and 7 other categories ranging from very fresh to very hard cheeses). We obtained 17 traits from each cheese (shape, height, diameter, weight, moisture, fat, protein, water soluble nitrogen, ash, pH, 5 color traits, firmness, and adhesiveness). The main groups of cheese categories were characterized and are discussed in terms of the effects of the prevalent area of origin/feeding system, species of lactating females, main cheese-making technologies, and additives used. The results will allow us to proceed with the further steps, which will address the interrelationships among the different traits characterizing cheeses, detailed analyses of the nutrients affecting human health and sensorial fingerprinting.
- Published
- 2022
- Full Text
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64. Le varianti A1 e A2 della β-caseina non hanno un effetto significativo sul microbiota del latte
- Author
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Cremonesi, P., primary, Biscarini, F., additional, Stocco, G., additional, Malacarne, M., additional, Lopreiato, V., additional, Trevisi, E., additional, Brasca, M., additional, and Castiglioni, B., additional
- Published
- 2020
- Full Text
- View/download PDF
65. Genetic Polymorphism of Inosine Triphosphate Pyrophosphatase Is a Determinant of Mercaptopurine Metabolism and Toxicity During Treatment for Acute Lymphoblastic Leukemia
- Author
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Stocco, G, Cheok, M H, Crews, K R, Dervieux, T, French, D, Pei, D, Yang, W, Cheng, C, Pui, C-H, Relling, M V, and Evans, W E
- Published
- 2009
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66. TPMT genotype and the use of thiopurines in paediatric inflammatory bowel disease
- Author
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Stocco, G., Martelossi, S., Barabino, A., Fontana, M., Lionetti, P., Decorti, G., Malusà, N., Bartoli, F., Fezzi, M., Giraldi, T., and Ventura, A.
- Published
- 2005
- Full Text
- View/download PDF
67. Role of MDR1 gene polymorphisms in gingival overgrowth induced by cyclosporine in transplant patients
- Author
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De Iudicibus, S., Castronovo, G., Gigante, A., Stocco, G., Decorti, G., Di Lenarda, R., and Bartoli, F.
- Published
- 2008
68. Thiopurine-S-methyltransferase genotype and the response to azathioprine in inflammatory bowel disease
- Author
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STOCCO, G., MARTELOSSI, S., DECORTI, G., BARTOLI, F., and VENTURA, A.
- Published
- 2007
69. Glucocorticoid receptor polymorphisms in inflammatory bowel disease
- Author
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Decorti, G, De Iudicibus, S, Stocco, G, Martelossi, S, Drigo, I, Bartoli, F, and Ventura, A
- Published
- 2006
70. PACSIN2 rs2413739 influence on thiopurine pharmacokinetics: validation studies in pediatric patients
- Author
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Franca, R., Stocco, G., Favretto, D., Giurici, N., del Rizzo, I., Locatelli, Franco, Vinti, L., Biondi, A., Colombini, A., Fagioli, F., Barisone, E., Pelin, M., Martellossi, S., Ventura, A., Decorti, G., Rabusin, M., Locatelli F. (ORCID:0000-0002-7976-3654), Franca, R., Stocco, G., Favretto, D., Giurici, N., del Rizzo, I., Locatelli, Franco, Vinti, L., Biondi, A., Colombini, A., Fagioli, F., Barisone, E., Pelin, M., Martellossi, S., Ventura, A., Decorti, G., Rabusin, M., and Locatelli F. (ORCID:0000-0002-7976-3654)
- Abstract
The aim of the study was to validate the impact of the single-nucleotide polymorphism rs2413739 (T > C) in the PACSIN2 gene on thiopurines pharmacological parameters and clinical response in an Italian cohort of pediatric patients with acute lymphoblastic leukemia (ALL) and inflammatory bowel disease (IBD). In ALL, PACSIN2 rs2413739 T allele was associated with a significant reduction of TPMT activity in erythrocytes (p = 0.0094, linear mixed-effect model, multivariate analysis considering TPMT genotype) and increased severe gastrointestinal toxicity during consolidation therapy (p = 0.049). A similar trend was present also for severe hematological toxicity during maintenance. In IBD, no significant effect of rs2413739 could be found on TPMT activity, however azathioprine effectiveness was reduced in patients carrying the T allele (linear mixed effect, p = 0.0058). In PBMC from healthy donors, a positive correlation between PACSIN2 and TPMT protein concentration could be detected (linear mixed effect, p = 0.045). These results support the role of PACSIN2 polymorphism on TPMT activity and mercaptopurine adverse effects in patients with ALL. Further evidence on PBMC and pediatric patients with IBD supports an association between PACSIN2 variants, TPMT activity, and thiopurines effects, even if more studies are needed since some of these effects may be tissue specific.
- Published
- 2020
71. A Validated HPLC-Diode Array Detection Method for Therapeutic Drug Monitoring of Thiopurines in Pediatric Patients: From Bench to Bedside.
- Author
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Franzin M, Curci D, Lucafò M, Bramuzzo M, Rabusin M, Fabretto A, Addobbati R, Stocco G, and Decorti G
- Abstract
Thiopurine drugs are part of the therapeutic armamentarium for pediatric patients suffering from inflammatory bowel disease (IBD) and acute lymphoblastic leukemia (ALL). The therapeutic drug monitoring of these drugs, consisting of measurements of the thiopurine metabolites thioguanine nucleotides (TGN) and methylmercaptopurine nucleotides (MMPN) are used to optimize the effectiveness of treatment and prevent adverse effects. In this context, we developed and validated a high-performance liquid chromatography-diode array detection (HPLC-DAD) method for the simultaneous quantification of thiopurine metabolites according to the most recent International Council for Harmonisation (ICH) guidelines. The calibration curves were built in the clinically relevant range of concentrations for TGN of 300-12,000 nM and for MMPN of 3000-60,000 nM. The limit of detection and the lower limit of quantification were 100 and 300 nM for TGN and 900 and 3000 nM for MMPN, respectively. The percentage of inter-day accuracy and precision (CV%) varied between 85 and 104% and 1.6 and 13.8%. Stability was demonstrated for both of the metabolites for at least 50 days at -20 °C. The proposed HPLC-DAD method showed an appropriate selectivity, specificity, linearity, accuracy, precision and good applicability to samples from patients with IBD and ALL undergoing thiopurine treatment.
- Published
- 2022
- Full Text
- View/download PDF
72. A new proof of evidence of cysteamine quantification for therapeutic drug monitoring in patients with cystinosis.
- Author
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Franzin M, Rossetto S, Ruoso R, Del Savio R, Stocco G, Decorti G, and Addobbati R
- Subjects
- Humans, Cysteamine therapeutic use, Cysteamine adverse effects, Cystine analysis, Cystine therapeutic use, Drug Monitoring, Cystinosis drug therapy, Cystinosis diagnosis
- Abstract
Background: To date, measurement of intracellular cystine is used for the therapeutic monitoring of patients affected by cystinosis in treatment with cysteamine. Since this method is time and sample consuming, development of a faster method to quantify cysteamine would be extremely useful in order to help clinicians to adjust dosages of cysteamine and to define better the pharmacokinetic profile of this drug. The aim of the study was to develop a liquid chromatography tandem mass spectrometry method for the quantification of cysteamine in plasma samples and to test its applicability on plasma samples derived from patients with nephropathic infantile cystinosis in treatment with cysteamine., Results: The percentage of accuracy of the developed method varied between 97.80 and 106.00% and CV% between 0.90 and 6.93%. There was no carry over. The calibration curves were built from 2.5 to 50 µM. The limit of detection and the lower limit of quantification occurred at 0.25 and 1.25 µM respectively. Cysteamine was stable up to 2 months at -20 °C. Concentrations of cysteamine and intracellular cystine of 4 patients were in line with data previously reported., Conclusion: The proposed method showed an appropriate selectivity, specificity, linearity, sensibility, accuracy, precision and good applicability to samples., (© 2022. The Author(s).)
- Published
- 2022
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73. MICRORNAS ARE INVOLVED IN GLUCOCORTICOID RESISTANCE REVERSION BY RAPAMYCIN THROUGH SUPPRESSION OF THE JNK SIGNALING PATHWAY
- Author
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Lucafo, M, Sicari, D, Iudicibus, SD, Chicco, A, Silvestre, AD, Pegolo, C, Collavin, L, Decorti, G, Stocco, G, Lucafo, M, Sicari, D, Iudicibus, Sd, Chicco, A, Silvestre, Ad, Pegolo, C, Collavin, L, Decorti, G, and Stocco, G
- Subjects
rapamycin ,glucocorticoid ,miRNA ,JNK - Published
- 2018
74. Predictive formulas for different measures of cheese yield using milk composition from individual goat samples.
- Author
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Stocco G, Dadousis C, Vacca GM, Pazzola M, Summer A, Dettori ML, and Cipolat-Gotet C
- Subjects
- Animals, Caseins analysis, Goats, Lactose analysis, Milk chemistry, Water analysis, Cheese analysis
- Abstract
The objective of this study was to develop formulas based on milk composition of individual goat samples for predicting cheese yield (%CY) traits (fresh curd, milk solids, and water retained in the curd). The specific aims were to assess and quantify (1) the contribution of major milk components (fat, protein, and casein) and udder health indicators (lactose, somatic cell count, pH, and bacterial count) on %CY traits (fresh curd, milk solids, and water retained in the curd); (2) the cheese-making method; and (3) goat breed effects on prediction accuracy of the %CY formulas. The %CY traits were analyzed in duplicate from 600 goats, using an individual laboratory cheese-making procedure (9-MilCA method; 9 mL of milk per observation) for a total of 1,200 observations. Goats were reared in 36 herds and belonged to 6 breeds (Saanen, Murciano-Granadina, Camosciata delle Alpi, Maltese, Sarda, and Sarda Primitiva). Fresh %CY (%CY
CURD ), total solids (%CYSOLIDS ), and water retained (%CYWATER ) in the curd were used as response variables. Single and multiple linear regression models were tested via different combinations of standard milk components (fat, protein, casein) and indirect udder health indicators (UHI; lactose, somatic cell count, pH, and bacterial count). The 2 %CY observations within animal were averaged, and a cross-validation (CrV) scheme was adopted, in which 80% of observations were randomly assigned to the calibration (CAL) set and 20% to the validation (VAL) set. The procedure was repeated 10 times to account for sampling variability. Further, the model presenting the best prediction accuracy in CrV (i.e., comprehensive formula) was used in a secondary analysis to assess the accuracy of the %CY predictive formulas as part of the laboratory cheese-making procedure (within-animal validation, WAV), in which the first %CY observation within animal was assigned to CAL, and the second to the VAL set. Finally, a stratified CrV (SCrV) was adopted to assess the %CY traits prediction accuracy across goat breeds, again using the best model, in which 5 breeds were included in CAL and the remaining one in the VAL set. Fitting statistics of the formulas were assessed by coefficient of determination of validation (R2 VAL ) and the root mean square error of validation (RMSEVAL ). In CrV, the formula with the best prediction accuracy for all %CY traits included fat, casein, and UHI (R2 VAL = 0.65, 0.96, and 0.23 for %CYCURD , %CYSOLIDS , and %CYWATER , respectively). The WAV procedure showed R2 VAL higher than those obtained in CrV, evidencing a low effect of the 9-MilCA method and, indirectly, its high repeatability. In the SCrV, large differences for %CYCURD and %CYWATER among breeds evidenced that the breed is a fundamental factor to consider in %CY predictive formulas. These results may be useful to monitor milk composition and quantify the influence of milk traits in the composite selection indices of specific breeds, and for the direct genetic improvement of cheese production., (The Authors. Published by Elsevier Inc. and Fass Inc. on behalf of the American Dairy Science Association®. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).)- Published
- 2022
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75. Patient-derived organoids for therapy personalization in inflammatory bowel diseases.
- Author
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Lucafò M, Muzzo A, Marcuzzi M, Giorio L, Decorti G, and Stocco G
- Subjects
- Humans, Intestinal Mucosa pathology, Intestines pathology, Organoids, Induced Pluripotent Stem Cells, Inflammatory Bowel Diseases drug therapy
- Abstract
Inflammatory bowel diseases (IBDs) are chronic inflammatory disorders of the intestinal tract that have emerged as a growing problem in industrialized countries. Knowledge of IBD pathogenesis is still incomplete, and the most widely-accepted interpretation considers genetic factors, environmental stimuli, uncontrolled immune responses and altered intestinal microbiota composition as determinants of IBD, leading to dysfunction of the intestinal epithelial functions. In vitro models commonly used to study the intestinal barrier do not fully reflect the proper intestinal architecture. An important innovation is represented by organoids, 3D in vitro cell structures derived from stem cells that can self-organize into functional organ-specific structures. Organoids may be generated from induced pluripotent stem cells or adult intestinal stem cells of IBD patients and therefore retain their genetic and transcriptomic profile. These models are powerful pharmacological tools to better understand IBD pathogenesis, to study the mechanisms of action on the epithelial barrier of drugs already used in the treatment of IBD, and to evaluate novel target-directed molecules which could improve therapeutic strategies. The aim of this review is to illustrate the potential use of organoids for therapy personalization by focusing on the most significant advances in IBD research achieved through the use of adult stem cells-derived intestinal organoids., Competing Interests: Conflict-of-interest statement: All the authors report no relevant conflicts of interest for this article., (©The Author(s) 2022. Published by Baishideng Publishing Group Inc. All rights reserved.)
- Published
- 2022
- Full Text
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76. Atomic Force Microscopy Application for the Measurement of Infliximab Concentration in Healthy Donors and Pediatric Patients with Inflammatory Bowel Disease.
- Author
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Curci D, Lucafò M, Parisse P, Decorti G, Bramuzzo M, Casalis L, and Stocco G
- Abstract
The use of infliximab has completely changed the therapeutic landscape in inflammatory bowel disease. However, despite its proven efficacy to induce and maintain clinical remission, increasing evidence suggests that treatment failure may be associated with inadequate drug blood concentrations. The introduction of biosensors based on different nanostructured materials for the rapid quantification of drugs has been proposed for therapeutic drug monitoring. This study aimed to apply atomic force microscopy (AFM)-based nanoassay for the measurement of infliximab concentration in serum samples of healthy donors and pediatric IBD patients. This assay measured the height signal variation of a nanostructured gold surface covered with a self-assembled monolayer of alkanethiols. Inside this monolayer, we embedded the DNA conjugated with a tumor necrosis factor able to recognize the drug. The system was initially fine-tuned by testing known infliximab concentrations (0, 20, 30, 40, and 50 nM) in buffer and then spiking the same concentrations of infliximab into the sera of healthy donors, followed by testing pediatric IBD patients. A good correlation between height variation and drug concentration was found in the buffer in both healthy donors and pediatric IBD patients (p-value < 0.05), demonstrating the promising use of AFM nanoassay in TDM.
- Published
- 2022
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77. P364 New insights into the molecular mechanisms of thalidomide in paediatric inflammatory bowel disease patients
- Author
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Lucafò, M, primary, Bramuzzo, M, additional, Pugnetti, L, additional, Gerdol, M, additional, Greco, S, additional, Paci, M, additional, Curci, D, additional, Nonnis, M, additional, Renzo, S, additional, Lionetti, P, additional, Tommasini, A, additional, Decorti, G, additional, and Stocco, G, additional
- Published
- 2020
- Full Text
- View/download PDF
78. P076 Role of gut microbiota in mediating the effects of thiopurines
- Author
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Franzin, M, primary, Lucafò, M, additional, Lagatolla, C, additional, Stocco, G, additional, and Decorti, G, additional
- Published
- 2020
- Full Text
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79. Diffusive model to assess the release of chemicals from a material under intermittent release conditions.
- Author
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Frezzato D, Stocco G, Boscaro E, Ferraro M, and Tapparo A
- Subjects
- Diffusion
- Abstract
We consider the archetype situation of a chemical species that diffuses in a material and irreversibly escapes through the interface. In our setup, the interface switches between two states corresponding to 'release phase' (absorbing boundary) during which the species is released to the exterior, and 'pause phase' (reflecting boundary) during which the species is not released and its concentration profile inside the material partially relaxes back to uniformity. By combining numerical solution of the diffusion equation and statistical analysis of the outcomes, we derive upper and lower bounds and an empirical approximation for the amount of species released up to a certain time, in which the only information about the release-pause alternation schedule is the number of release phases and the average duration of a release phase. The methodology is developed thinking especially to dermal exposure assessment in the case of a slab-like homogeneous material irreversibly releasing chemicals during a number of contacts. However, upon proper extensions, this approach might be useful for inspecting other situations that are encountered, for instance, when dealing with leakage of chemicals in environmental contexts and regulatory toxicology., (© 2022. The Author(s).)
- Published
- 2022
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80. Utilization of Streptococcus thermophilus 84C and Lactobacillus brevis DSM 32386 as promising strains for production of GABA-enriched cheese
- Author
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Carafa, I., Nardin, T., Larcher, R., Bittante, G., Stocco, G., Tuohy, K., and Franciosi, E.
- Subjects
GABA producing lactic acid bacteria ,Settore AGR/16 - MICROBIOLOGIA AGRARIA ,Sequencing ,GABA-enriched cheese ,Experimental cheese-making - Published
- 2018
81. Cytofluorimetric assay to investigate variability in blinatumomab in vitro response.
- Author
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Braidotti S, Franca R, Granzotto M, Piscianz E, Tommasini A, Rabusin M, Stocco G, and Decorti G
- Subjects
- Antigens, CD19, Child, Humans, Male, T-Lymphocytes, Antibodies, Bispecific metabolism, Antibodies, Bispecific pharmacology, Precursor Cell Lymphoblastic Leukemia-Lymphoma drug therapy, Precursor Cell Lymphoblastic Leukemia-Lymphoma genetics
- Abstract
Background: The T-cell engager antibody blinatumomab (BlincytoTM) represents a promising rescue therapy for relapsed/refractory CD19+ acute lymphoblastic leukemia (B-ALL), although ~20-30% of patients still do not respond to treatment. Blinatumomab creates a tight synapsis between CD3+ T-lymphocytes and leukemic CD19+ B-cells, resulting in a granzyme B (GzB)-mediated specific lysis of leukemic cells., Methods: Aim of the study was to provide evidence that variability in blinatumomab response could have a genetic basis in PAX5 , one of the most often mutated genes in B-ALL, affecting the CD19 surface expression on lymphoblasts, and could be explored in vitro by means of a cytofluorimetric assay, staining both surface antigens (CD45, CD19 and CD3) and intracytoplasmic markers (7AAD, Syto16). Two human immortalized B-ALL cell lines (NALM6 and REH) were chosen for their different PAX5 and CD19 protein levels, as verified by western blot and flow cytometry, respectively., Results: In contrast to NALM6, REH cells do not express the full-length PAX5 protein and show less CD19 on the cell surface (fluorescence peak median intensity: 9155 versus 28895). Co-cultures of CD3+ T-lymphocytes from healthy donors and B-ALL cell lines were seeded at an effector-to-target cell ratio of 1:10 for simulating the condition existing in the bone marrow due to the malignant invasion of blast cells. Co-cultures were exposed in vitro to blinatumomab and the simultaneous increase in blast mortality and T-lymphocytes activation induced by the drug was observed at day +7 (both effects: p < 0.0001 versus untreated, two-way ANOVA, Bonferroni post-test), and was particularly pronounced in REH compared to NALM6 co-cultures ( p < 0.05). Surprisingly, daily release of GzB in supernatants, measured by an ELISA assay, was significantly lower in drug-exposed REH co-cultures compared to NALM6 at early time-points (days +3 and +4, p -value < 0.0001, three-way ANOVA), reaching a comparable plateau only towards the end of the incubation period (at day +5). Only 2 out of 5 primary co-cultures of leukemic and mononuclear cells isolated from bone marrow aspirates of B-ALL patients (age: median 10.7 years, interquartile range (IQR) 3.4; males: 60%) responded to the drug in vitro (simultaneous blast mortality and T-lymphocyte activation: both effects: p < 0.0001 versus untreated) and at different drug concentrations. Results were unrelated to the percentages of immature CD19+ B-cells in the diagnostic samples., Conclusions: In conclusion, cytofluorimetric analysis can highlight the different response induced by blinatumomab among co-cultures. Whether and how this difference is affected by PAX5 -regulated CD19 expression is unclear and whether it is predictive of in vivo response to therapy remains to be established. Further dedicated studies are required to investigate these issues in detail., Competing Interests: The authors declare no conflict of interest., (© 2022 The Author(s). Published by IMR Press.)
- Published
- 2022
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82. Genetic Diversity in the Italian Holstein Dairy Cattle Based on Pedigree and SNP Data Prior and After Genomic Selection.
- Author
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Ablondi M, Sabbioni A, Stocco G, Cipolat-Gotet C, Dadousis C, van Kaam JT, Finocchiaro R, and Summer A
- Abstract
Genetic diversity has become an urgent matter not only in small local breeds but also in more specialized ones. While the use of genomic data in livestock breeding programs increased genetic gain, there is increasing evidence that this benefit may be counterbalanced by the potential loss of genetic variability. Thus, in this study, we aimed to investigate the genetic diversity in the Italian Holstein dairy cattle using pedigree and genomic data from cows born between 2002 and 2020. We estimated variation in inbreeding, effective population size, and generation interval and compared those aspects prior to and after the introduction of genomic selection in the breed. The dataset contained 84,443 single-nucleotide polymorphisms (SNPs), and 74,485 cows were analyzed. Pedigree depth based on complete generation equivalent was equal to 10.67. A run of homozygosity (ROH) analysis was adopted to estimate SNP-based inbreeding (F
ROH ). The average pedigree inbreeding was 0.07, while the average FROH was more than double, being equal to 0.17. The pattern of the effective population size based on pedigree and SNP data was similar although different in scale, with a constant decrease within the last five generations. The overall inbreeding rate (ΔF) per year was equal to +0.27% and +0.44% for Fped and FROH throughout the studied period, which corresponded to about +1.35% and +2.2% per generation, respectively. A significant increase in the ΔF was found since the introduction of genomic selection in the breed. This study in the Italian Holstein dairy cattle showed the importance of controlling the loss of genetic diversity to ensure the long-term sustainability of this breed, as well as to guarantee future market demands., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Ablondi, Sabbioni, Stocco, Cipolat-Gotet, Dadousis, Kaam, Finocchiaro and Summer.)- Published
- 2022
- Full Text
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83. Extracellular Vesicles as Innovative Tools for Assessing Adverse Effects of Immunosuppressant Drugs.
- Author
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Lucafò M, De Biasi S, Curci D, Norbedo A, Stocco G, and Decorti G
- Subjects
- Biomarkers, Drug Delivery Systems, Humans, Pharmaceutical Preparations, Extracellular Vesicles, Immunosuppressive Agents pharmacology, Immunosuppressive Agents therapeutic use
- Abstract
Background: Extracellular vesicles (EVs) are a heterogeneous family of small vesicles released by donor cells and absorbed by recipient cells, which represent important mediators with fundamental roles in both physiological and pathological conditions. EVs are present in a large variety of biological fluids and have a great diagnostic and prognostic value. They have gained the interest of the scientific community due to their extreme versatility. In fact, they allow us to hypothesize new therapeutic strategies since, in addition to being cell signal mediators, they play an important role as biomarkers, drug vehicles, and potential new therapeutic agents. They are also involved in immunoregulation, have the ability to transmit resistance to a drug from one cell to a more sensitive one, and can act as drug delivery systems., Objective: The main reciprocal interactions between EVs and immunosuppressive drugs will be presented., Results: The known interactions between EVs and immunosuppressive drugs, in particular cyclosporin, glucocorticoids, rapamycin, methotrexate, cyclophosphamide, eculizumab, infliximab, certolizumab, etanercept, glatiramer acetate, and fingolimod are presented., Conclusion: This review provides relevant information on the links between EVs and immunosuppressive drugs with a focus on EVs' role as tools to assess the effects of immunosuppressants, suggesting innovative properties and new possible therapeutic uses., (Copyright© Bentham Science Publishers; For any queries, please email at epub@benthamscience.net.)
- Published
- 2022
- Full Text
- View/download PDF
84. DOP01 Extracellular Nicotinamide Phosphoribosyltransferase (eNAMPT): possible new target and biomarker in inflammatory bowel diseases
- Author
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Colombo, G, primary, Travelli, C, additional, Porta, C, additional, Stocco, G, additional, Malavasi, F, additional, and Genazzani, A A, additional
- Published
- 2019
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85. A Novel ELISA-Based Peptide Biosensor Assay for Screening ABL1 Activity in vitro : A Challenge for Precision Therapy in BCR-ABL1 and BCR-ABL1 Like Leukemias.
- Author
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Montecchini O, Braidotti S, Franca R, Zudeh G, Boni C, Sorio C, Toffoletti E, Rabusin M, Tommasini A, Decorti G, and Stocco G
- Abstract
The pathogenic role of the overactivated ABL1 tyrosine kinase (TK) pathway is well recognized in some forms of BCR-ABL1 like acute lymphoblastic leukemia (ALL); TK inhibitors represent a useful therapeutic choice in these patients who respond poorly to conventional chemotherapy. Here we report a novel peptide biosensor (P
ABL )-ELISA assay to investigate ABL1 activity in four immortalized leukemic cell lines with different genetic background. The PABL sequence comprises an ABL1 tyrosine (Y) phosphorylation site and a targeting sequence that increases the specificity for ABL1; additional peptides (Y-site-mutated (PABL -F ) and fully-phosphorylated (PPHOSPHO -ABL ) biosensors) were included in the assay. After incubation with whole cell lysates, average PABL phosphorylation was significantly increased (basal vs. PABL phosphorylation: 6.84 ± 1.46% vs. 32.44 ± 3.25%, p -value < 0.0001, two-way ANOVA, Bonferroni post-test, percentages relative to PPHOSPHO -ABL in each cell line). Cell lines expressing ABL1-chimeric proteins (K562, ALL-SIL) presented the higher TK activity on PABL ; a lower signal was instead observed for NALM6 and REH ( p < 0.001 and p < 0.05 vs. K562, respectively). Phosphorylation was ABL1-mediated, as demonstrated by the specific inhibition of imatinib ( p < 0.001 for K562, NALM6, ALL-SIL and p < 0.01 for REH) in contrast to ruxolitinib (JAK2-inhibitor), and occurred on the ABL1 Y-site, as demonstrated by PABL-F whose phosphorylation was comparable to basal levels. In order to validate this novel PABL -ELISA assay on leukemic cells isolated from patient's bone marrow aspirates, preliminary analysis on blasts derived from an adult affected by chronic myeloid leukaemia ( BCR-ABL1 positive) and a child affected by ALL ( BCR-ABL1 negative) were performed. Phosphorylation of PABL was specifically inhibited after the incubation of BCR-ABL1 positive cell lysates with imatinib, but not with ruxolitinib. While requiring further optimization and validation in leukemic blasts to be of clinical interest, the PABL -based ELISA assay provides a novel in vitro tool for screening both the aberrant ABL1 activity in BCR-ABL1 like ALL leukemic cells and their potential response to TK inhibitors., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Montecchini, Braidotti, Franca, Zudeh, Boni, Sorio, Toffoletti, Rabusin, Tommasini, Decorti and Stocco.)- Published
- 2021
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86. Pharmacogenetic variants of infliximab response in young patients with inflammatory bowel disease.
- Author
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Curci D, Lucafò M, Cifù A, Fabris M, Bramuzzo M, Martelossi S, Franca R, Decorti G, and Stocco G
- Subjects
- Adolescent, Child, Dose-Response Relationship, Drug, Female, Humans, Infliximab blood, Male, Receptors, IgG, Tumor Necrosis Factor-alpha, Inflammatory Bowel Diseases drug therapy, Infliximab therapeutic use, Pharmacogenomic Variants genetics
- Abstract
Infliximab is commonly used in inflammatory bowel disease (IBD), however, differences in clinical response among patients are common. Several studies have considered the possibility that these differences are caused by genetic variability even if no unique marker has been yet identified in pediatric patients. We evaluated the impact of two candidate single-nucleotide polymorphisms (SNPs) rs396991 in FCGR3A and rs1800629 in TNFα genes on infliximab response in an Italian cohort of 76 pediatric patients with IBD. Results showed that patients with the variant FCGR3A allele had a reduced clinical response at the end of induction (p value = 0.004), at 22 weeks (p value = 0.001), and at 52 weeks of treatment (p value = 0.01). A significant association between the FCGR3A variant and median infliximab levels measured during maintenance therapy was also observed: patients with wild type genotype had higher infliximab levels compared to patient with variant allele. Furthermore, patients with the variant allele had a higher probability to produce antidrug antibodies (ADAs). No association was found among the TNFα SNP, clinical response, and infliximab levels. This study addressed for the first time in pediatric patients with IBD, the association of FCGR3A SNP, infliximab response, and ADA production., (© 2021 The Authors. Clinical and Translational Science published by Wiley Periodicals LLC on behalf of American Society for Clinical Pharmacology and Therapeutics.)
- Published
- 2021
- Full Text
- View/download PDF
87. Inflammatory Bowel Disease and Risk of Colorectal Cancer: An Overview From Pathophysiology to Pharmacological Prevention.
- Author
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Lucafò M, Curci D, Franzin M, Decorti G, and Stocco G
- Abstract
Increased risk of colorectal cancer (CRC) in inflammatory bowel disease (IBD) patients has been attributed to long-standing chronic inflammation, with the contribution of genetic alterations and environmental factors such as the microbiota. Moreover, accumulating data indicate that IBD-associated CRC (IBD-CRC) may initiate and develop through a pathway of tumorigenesis distinct from that of sporadic CRC. This mini-review summarizes the current knowledge of IBD-CRC, focusing on the main mechanisms underlying its pathogenesis, and on the important role of immunomodulators and biologics used to treat IBD patients in interfering with the inflammatory process involved in carcinogenesis., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Lucafò, Curci, Franzin, Decorti and Stocco.)
- Published
- 2021
- Full Text
- View/download PDF
88. Biomarkers for gastrointestinal adverse events related to thiopurine therapy.
- Author
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Zudeh G, Franca R, Stocco G, and Decorti G
- Subjects
- Azathioprine adverse effects, Biomarkers, Humans, Immunologic Factors, Methyltransferases genetics, Mercaptopurine adverse effects, Pyrophosphatases
- Abstract
Thiopurines are immunomodulators used in the treatment of acute lymphoblastic leukemia and inflammatory bowel diseases. Adverse reactions to these agents are one of the main causes of treatment discontinuation or interruption. Myelosuppression is the most frequent adverse effect; however, approximately 5%-20% of patients develop gastrointestinal toxicity. The identification of biomarkers able to prevent and/or monitor these adverse reactions would be useful for clinicians for the proactive management of long-term thiopurine therapy. In this editorial, we discuss evidence supporting the use of PACSIN2 , RAC1 , and ITPA genes, in addition to TPMT and NUDT15, as possible biomarkers for thiopurine-related gastrointestinal toxicity., Competing Interests: Conflict-of-interest statement: All authors declare no conflicts of interest for this manuscript., (©The Author(s) 2021. Published by Baishideng Publishing Group Inc. All rights reserved.)
- Published
- 2021
- Full Text
- View/download PDF
89. Responses of patients with juvenile idiopathic arthritis to methotrexate: a genomic outlook.
- Author
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Selvestrel D, Lucafò M, Pugnetti L, Pagarin S, Moressa V, Pastore S, Taddio A, Stocco G, and Decorti G
- Subjects
- Child, Genomics, Humans, Methotrexate therapeutic use, Pharmacogenetics, Treatment Outcome, Antirheumatic Agents therapeutic use, Arthritis, Juvenile drug therapy, Arthritis, Juvenile genetics
- Abstract
Introduction: Juvenile idiopathic arthritis (JIA) is a chronic disease characterized by persistent joint inflammation. JIA is the most common pediatric chronic rheumatic disease and no curative therapy is currently available. Methotrexate (MTX) is an important treatment for JIA even though a high inter-individual variability in response is observed in patients. Among the factors of this variability, genetics and epigenetics might play an important role., Areas Covered: This review summarizes the results of pharmacogenetic and pharmacoepigenetic studies regarding MTX response in JIA. Studies considering epigenetic factors in JIA patients are still very limited, therefore this review includes also studies performed in adult patients with rheumatoid arthritis. Moreover, the relevance of biomarkers measured in blood or urine of JIA patients in relation to MTX treatment is discussed., Expert Opinion: Nowadays, even though many pharmacogenomics studies have been published, a specific genetic marker predictor of MTX efficacy or adverse events has not yet been identified. Encouraging results are available and great expectations rely on the study of epigenetics. Future studies are needed in order to identify genetic and epigenetic biomarkers that can be implemented in the clinical practice.
- Published
- 2021
- Full Text
- View/download PDF
90. Insights into the cellular pharmacokinetics and pharmacodynamics of thiopurine antimetabolites in a model of human intestinal cells.
- Author
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Genova E, Lucafò M, Pelin M, Di Paolo V, Quintieri L, Decorti G, and Stocco G
- Subjects
- Antimetabolites pharmacokinetics, Antimetabolites toxicity, Cell Count, Cell Line, Cell Survival drug effects, Humans, Purine Nucleotides pharmacokinetics, Purine Nucleotides toxicity, Thionucleotides pharmacokinetics, Thionucleotides toxicity, Antimetabolites pharmacology, Intestines drug effects, Purine Nucleotides pharmacology, Thionucleotides pharmacology
- Abstract
Thiopurines, immunomodulating drugs used in the management of different chronic autoimmune conditions and as anti-leukemic agents, may exert in some cases gastrointestinal toxicity. Moreover, since these agents are administered orally, they are absorbed across the gastrointestinal tract epithelium. On these premises, cellular and molecular events occurring in intestinal cells may be important to understand thiopurine effects. However, quantitative information on the biotransformation of thiopurines in intestinal tissues is still limited. To shed light on biotransformation processes specific of the intestinal tissue, in this study thiopurine metabolites concentrations were analyzed by an in vitro model of human healthy colon, the HCEC cell line, upon exposure to cytotoxic concentrations of azathioprine or mercaptopurine; the investigation was carried out using an innovative mass spectrometry method, that allowed the simultaneous quantification of 11 mono-, di-, and triphosphate thionucleotides. Among the 11 metabolites evaluated, TIMP, TGMP, TGDP, TGTP, MeTIMP, MeTIDP and MeTITP were detectable in HCEC cells treated with azathioprine or mercaptopurine, considering two different incubation times before the addition of the drugs (4 and 48 h). Different associations between metabolites concentrations and cytotoxicity were detected. In particular, the cytotoxicity was dependent on the TGMP, TGDP, TGTP and MeTITP concentrations after the 4 h incubation before the addition of thiopurines. This may be an indication that, to study the association between thiopurine metabolite concentrations and the cytotoxicity activity in vitro, short growth times before treatment should be used. Moreover, for the first time our findings highlight the strong correlation between cytotoxicity and thiopurine pharmacokinetics in HCEC intestinal cells in vitro suggesting that these cells could be a suitable in vitro model for studying thiopurine intestinal cytotoxicity., (Copyright © 2021 Elsevier B.V. All rights reserved.)
- Published
- 2021
- Full Text
- View/download PDF
91. Induced pluripotent stem cells as an innovative model to study drug induced pancreatitis.
- Author
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Genova E, Stocco G, and Decorti G
- Subjects
- Cell Differentiation, Child, Humans, Pancreas, Induced Pluripotent Stem Cells, Pancreatitis chemically induced, Pharmaceutical Preparations
- Abstract
Drug-induced pancreatitis is a gastrointestinal adverse effect concerning about 2% of drugs. The majority of cases are mild to moderate but severe episodes can also occur, leading to hospitalization or even death. Unfortunately, the mechanisms of this adverse reaction are still not clear, hindering its prevention, and the majority of data available of this potentially life-threatening adverse effect are limited to case reports leading to a probable underestimation of this event. In particular, in this editorial, special attention is given to thiopurine-induced pancreatitis (TIP), an idiosyncratic adverse reaction affecting around 5% of inflammatory bowel disease (IBD) patients taking thiopurines as immunosuppressants, with a higher incidence in the pediatric population. Validated biomarkers are not available to assist clinicians in the prevention of TIP, also because of the inaccessibility of the pancreatic tissue, which limits the possibility to perform dedicated cellular and molecular studies. In this regard, induced pluripotent stem cells (iPSCs) and the exocrine pancreatic differentiated counterpart could be a great tool to investigate the cellular and molecular mechanisms underlying the development of this undesirable event. This particular type of stem cells is obtained by reprogramming adult cells, including fibroblasts and leukocytes, with a set of transcription factors known as the Yamanaka's factors. Maintaining unaltered the donors' genetic heritage, iPSCs represent an innovative model to study the mechanisms of adverse drug reactions in individual patients' tissues not easily obtainable from human probands. Indeed, iPSCs can differentiate under adequate stimuli into almost any somatic lineage, opening a new world of opportunities for researchers. Several works are already available in the literature studying liver, central nervous system and cardiac cells derived from iPSCs and adverse drug effects. However, to our knowledge no studies have been performed on exocrine pancreas differentiated from iPSCs and drug-induced pancreatitis, so far. Hence, in this editorial we focus specifically on the description of the study of the mechanisms of TIP by using IBD patient-specific iPSCs and exocrine pancreatic differentiated cells as innovative in vitro models., Competing Interests: Conflict-of-interest statement: Authors have nothing to disclose., (©The Author(s) 2021. Published by Baishideng Publishing Group Inc. All rights reserved.)
- Published
- 2021
- Full Text
- View/download PDF
92. Planning and Conducting a Pharmacogenetics Association Study.
- Author
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Hertz DL, Arwood MJ, Stocco G, Singh S, Karnes JH, and Ramsey LB
- Subjects
- Genotype, Humans, Phenotype, Prospective Studies, Retrospective Studies, Pharmacogenetics methods, Pharmacogenomic Testing methods
- Abstract
Pharmacogenetics (PGx) association studies are used to discover, replicate, and validate the association between an inherited genotype and a treatment outcome. The objective of this tutorial is to provide trainees and novice PGx researchers with an overview of the major decisions that need to be made when designing and conducting a PGx association study. The first critical decision is to determine whether the objective of the study is discovery, replication, or validation. Next, the researcher must identify a patient cohort that has all of the data necessary to conduct the intended analysis. Then, the investigator must select and define the treatment outcome, or phenotype, that will be analyzed. Next, the investigator must determine what genotyping approach and genetic data will be included in the analysis. Finally, the association between the genotype and phenotype is tested using some statistical analysis methodology. This tutorial is divided into five sections; each section describes commonly used approaches and provides suggestions and resources for designing and conducting a PGx association study. Successful PGx association studies are necessary to discover and validate associations between inherited genetic variation and treatment outcomes, which enable clinical translation to improve efficacy and reduce toxicity of treatment., (© 2021 The Authors. Clinical Pharmacology & Therapeutics © 2021 American Society for Clinical Pharmacology and Therapeutics.)
- Published
- 2021
- Full Text
- View/download PDF
93. Thalidomide-induced peripheral neuropathy in children with inflammatory bowel disease
- Author
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Bramuzzo, M., Stocco, G., Montico, M., Arrigo, S., Calvi, A., Lanteri, P., Costa, S., Pellegrino, S., Magazzù, G., Berp, J., Ghione, S., Lionetti, P., Zuin, G., Fontana, M., Di Chio, T., Maggiore, Giuseppe, Lazzerini, M., Lucafò, M., Udina, C., Pellegrin, Mc, Chicco, A., Carrozzi, M., Decorti, G., Ventura, A., and Martellossi, S.
- Subjects
NO - Published
- 2017
94. The mineral profile affects the coagulation pattern and cheese-making efficiency of bovine milk.
- Author
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Stocco G, Summer A, Cipolat-Gotet C, Malacarne M, Cecchinato A, Amalfitano N, and Bittante G
- Subjects
- Animals, Caseins, Cattle, Milk, Minerals, Phenotype, Cheese
- Abstract
Natural variations in milk minerals, their relationships, and their associations with the coagulation process and cheese-making traits present an opportunity for the differentiation of milk destined for high-quality natural products, such as traditional specialties or Protected Designation of Origin (PDO) cheeses. The aim of this study was to quantify the effects of the native contents of Ca, P, Na, K, and Mg on 18 traits describing traditional milk coagulation properties (MCP), curd firming over time (CF
t ) equation parameters, cheese yield (CY) measures, and nutrient recoveries in the curd (REC) using models that either included or omitted the simultaneous effects of milk fat and casein contents. The results showed that, by including milk fat and casein and the minerals in the statistical model, we were able to determine the specific effects of each mineral on coagulation and cheese-making efficiency. In general, about two-thirds of the apparent effects of the minerals on MCP and the CFt equation parameters are actually mediated by their association with milk composition, especially casein content, whereas only one-third of the effects are direct and independent of milk composition. In the case of cheese-making traits, the effects of the minerals were mediated only negligibly by their association with milk composition. High Ca content had a positive effect on the coagulation pattern and cheese-making traits, favoring water retention in the curd in particular. Phosphorus positively affected the cheese-making traits in that it was associated with an increase in CY in terms of curd solids, and in all the nutrient recovery traits. However, a very high P content in milk was associated with lower fat recovery in the curd. The variation in the Na content in milk only mildly affected coagulation, whereas with regard to cheese-making, protein recovery was negatively associated with high concentrations of this mineral. Potassium seemed not to be actively involved in coagulation and the cheese-making process. Magnesium content tended to slow coagulation and reduce CY measures. Further studies on the relationships of minerals with casein and protein fractions could deepen our knowledge of the role of all minerals in coagulation and the cheese-making process., (Copyright © 2021 American Dairy Science Association. Published by Elsevier Inc. All rights reserved.)- Published
- 2021
- Full Text
- View/download PDF
95. In Vitro Effects of Sulforaphane on Interferon-Driven Inflammation and Exploratory Evaluation in Two Healthy Volunteers.
- Author
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Genova E, Apollonio M, Decorti G, Tesser A, Tommasini A, and Stocco G
- Subjects
- Adult, Cell Line, Tumor, Female, Gene Expression drug effects, Genotype, Glutathione Transferase metabolism, Healthy Volunteers, Hepatocytes drug effects, Hepatocytes metabolism, Humans, Immunity, Innate drug effects, Inflammation drug therapy, Interferons adverse effects, Interferons genetics, Interferons pharmacology, Isothiocyanates metabolism, Male, Membrane Proteins metabolism, Sulfoxides metabolism, Inflammation metabolism, Isothiocyanates pharmacology, Sulfoxides pharmacology
- Abstract
Interferonopathies are rare genetic conditions defined by systemic inflammatory episodes caused by innate immune system activation in the absence of pathogens. Currently, no targeted drugs are authorized for clinical use in these diseases. In this work, we studied the contribution of sulforaphane (SFN), a cruciferous-derived bioactive molecule, in the modulation of interferon-driven inflammation in an immortalized human hepatocytes (IHH) line and in two healthy volunteers, focusing on STING , a key-component player in interferon pathway, interferon signature modulation, and GSTM1 expression and genotype, which contributes to SFN metabolism and excretion. In vitro, SFN exposure reduced STING expression as well as interferon signature in the presence of the pro-inflammatory stimulus cGAMP (cGAMP 3 h vs. SFN+cGAMP 3 h p value < 0.0001; cGAMP 6 h vs. SFN+cGAMP 6 h p < 0.001, one way ANOVA), restoring STING expression to the level of unstimulated cells. In preliminary experiments on healthy volunteers, no appreciable variations in interferon signature were identified after SFN assumption, while only in one of them, presenting the GSTM1 wild type genotype related to reduced SFN excretion, could a downregulation of STING be recorded. This study confirmed that SFN inhibits STING -mediated inflammation and interferon-stimulated genes expression in vitro. However, only a trend towards the downregulation of STING could be reproduced in vivo. Results obtained have to be confirmed in a larger group of healthy individuals and in patients with type I interferonopathies to define if the assumption of SFN could be useful as supportive therapy.
- Published
- 2021
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96. Gender May Influence the Immunosuppressive Actions of Prednisone in Young Patients With Inflammatory Bowel Disease.
- Author
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Lucafò M, Bramuzzo M, Selvestrel D, Da Lozzo P, Decorti G, and Stocco G
- Subjects
- Adolescent, Age Factors, Child, Child, Preschool, Drug Resistance physiology, Female, Humans, Infant, Inflammatory Bowel Diseases metabolism, Male, Retrospective Studies, Young Adult, Immunosuppressive Agents therapeutic use, Inflammatory Bowel Diseases drug therapy, Prednisone therapeutic use, Sex Characteristics, Transcription Factors metabolism
- Abstract
Although the use of glucocorticoids (GC) is well established, the therapeutic response to these agents often shows important interindividual differences, in particular among young patients with inflammatory bowel diseases (IBD). Currently, GC resistance or dependence cannot be predicted by clinical or laboratory findings. The aim of this study was to investigate the association of gender and age with GC efficacy and with the expression of Glucocorticoid-Induced Leucine Zipper (GILZ). One hundred thirty patients (mean age at enrolment 12.6 years, 53 Crohn's disease, 70 males) were enrolled in this retrospective study. IBD patients with active disease despite prednisone at a daily dose of up to 2 mg/kg over a period of 4 weeks were defined as steroid resistant. Patients who initially responded but relapsed upon dose reduction were considered steroid-dependent. Total RNA was extracted from biopsies of 14 patients (9 males) and the levels of GILZ mRNA were evaluated by real-time PCR. Association between clinical response to prednisone and the considered demographic variables was evaluated using logistic regression models. After 4 weeks of treatment, 112 patients were responders to prednisone and 18 were resistant; at this time-point, resistant patients were older than responders (p=0.032). After 12 weeks, 42, 71 and 12 patients were sensitive, dependent and resistant respectively; at this time-point, females were more prone than males to develop prednisone dependence vs a good response (p=0.028) while age had no effect. Age was associated with response both at 4 and 12 weeks in the subgroups of females: resistant patients were older than sensitive ones at 4 weeks (p=0.02). Likewise, at 12 weeks of therapy, dependent patients resulted older than sensitive ones (p=0.05). No association of age with prednisone response was found in males. In a subgroup of 14 patients (5 females), GILZ mRNA expression in intestinal biopsies was higher in males (p=0.0031). Patients with unfavorable response (7) presented lower GILZ expression at disease onset in comparison to the responder group (p=0.017). Older females with IBD have a higher incidence of prednisone unfavorable response and reduced intestinal expression of the GC pharmacodynamic marker GILZ., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Lucafò, Bramuzzo, Selvestrel, Da Lozzo, Decorti and Stocco.)
- Published
- 2021
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97. Serum Adalimumab Levels After Induction Are Associated With Long-Term Remission in Children With Inflammatory Bowel Disease.
- Author
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Lucafò M, Curci D, Bramuzzo M, Alvisi P, Martelossi S, Silvestri T, Guastalla V, Labriola F, Stocco G, and Decorti G
- Abstract
Introduction: Adalimumab is effective in inducing and maintaining remission in children with inflammatory bowel diseases (IBD). Therapeutic drug monitoring is an important strategy to maximize the response rates, but data on the association of serum adalimumab levels are lacking. This study aimed to assess the association of adalimumab concentrations at the end of induction and early during maintenance for long-term response. Materials and Methods: Serum samples for adalimumab level measurement were collected during routine visits between adalimumab administrations and therefore not necessarily at trough, both during the induction (week 4 ± 4) and maintenance phases (week 22 ± 4, 52 ± 4, and 82 ± 4). Adalimumab and anti-adalimumab antibodies were measured retrospectively using enzyme-linked immunosorbent assays (ELISA). Disease activity was determined by Pediatric Crohn's Disease Activity Index or Pediatric Ulcerative Colitis Activity Index. Results: Thirty-two children (median age 14.9 years) were enrolled. Sixteen, 15, 14, and 12 patients were in remission at weeks 4, 22, 52, and 82, respectively. Median adalimumab concentration was higher at all time points in patients achieving sustained clinical remission. Adalimumab levels correlated with clinical and biochemical variables. Adalimumab concentration above 13.85 and 7.54 μg/ml at weeks 4 and 22 was associated with remission at weeks 52 and 82. Conclusions: Adalimumab non-trough levels are associated with long-term response in pediatric patients with IBD., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Lucafò, Curci, Bramuzzo, Alvisi, Martelossi, Silvestri, Guastalla, Labriola, Stocco and Decorti.)
- Published
- 2021
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98. Hypomethylation of NLRP3 gene promoter discriminates glucocorticoid-resistant from glucocorticoid-sensitive idiopathic nephrotic syndrome patients.
- Author
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Lucafò M, Granata S, Bonten EJ, McCorkle R, Stocco G, Caletti C, Selvestrel D, Cozzarolo A, Zou C, Cuzzoni E, Pasini A, Montini G, Gambaro G, Decorti G, Evans W, and Zaza G
- Subjects
- Adolescent, Adult, Aged, Case-Control Studies, Child, Child, Preschool, Female, Follow-Up Studies, Gene Knockdown Techniques, Glucocorticoids therapeutic use, Healthy Volunteers, Humans, Inflammasomes genetics, Inflammasomes metabolism, Male, Middle Aged, NLR Family, Pyrin Domain-Containing 3 Protein metabolism, Nephrotic Syndrome genetics, Promoter Regions, Genetic genetics, ROC Curve, THP-1 Cells, DNA Methylation, Drug Resistance genetics, Glucocorticoids pharmacology, NLR Family, Pyrin Domain-Containing 3 Protein genetics, Nephrotic Syndrome drug therapy
- Abstract
To assess whether NLRP3 gene promoter methylation was able to discriminate glucocorticoid (GC)-resistant from GC-sensitive idiopathic nephrotic syndrome (INS), patients with minimal change disease (MCD) or focal segmental glomerulosclerosis (FSGS), we measured the methylation level of NLRP3 promoter in DNA from peripheral blood cells of 10 adult patients with GC-resistant FSGS already in hemodialysis and 18 patients with GC-sensitive INS (13 MCD/5 FSGS) and in 21 pediatric patients with INS with MCD/FSGS before starting any treatment. Association of NLRP3 inflammasome with GC resistance was recapitulated in vitro in monocytic cell lines (THP-1 and U937). In both adults and pediatric patients, NLRP3 promoter methylation was significantly reduced in GC-resistant compared with GC-sensitive patients. Indeed, NLRP3 methylation distinguished GC-resistant and GC-sensitive patients (area under the receiver operating characteristic curve [AUROC] 86.7% in adults, p = 0.00019, and 73.5% in children, p = 0.00097). NLRP3 knock-down augmented sensitivity to GCs in THP-1 cells, whereas NLRP3 inflammasome activation lowered GC receptor concentration, increasing GC resistance in U937 cells. Our results uncovered a new biological mechanism by which patients with INS may acquire GC resistance, that could be used in future as a novel noninvasive diagnostic tool. Study Highlights WHAT IS THE CURRENT KNOWLEDGE ON THE TOPIC? ☑ Approximately 80% of patients with idiopathic nephrotic syndrome (INS) respond to glucocorticoids, with the remaining 20% being steroid-resistant. WHAT QUESTION DID THIS STUDY ADDRESS? ☑ Whether NLRP3 gene promoter methylation was able to discriminate glucocorticoid-resistant from glucocorticoid (GC)-sensitive INS. WHAT DOES THIS STUDY ADD TO OUR KNOWLEDGE? ☑ In both adults and children, NLRP3 promoter methylation was significantly reduced in leukocytes of patients with GC-resistant compared with GC-sensitive INS. NLRP3 inflammasome activation lowered GC receptor concentration and augmented GC resistance, whereas NLRP3 knockdown increased sensitivity to GCs in cell lines representative of monocytes (U937 and THP1). HOW MIGHT THIS CHANGE CLINICAL PHARMACOLOGY OR TRANSLATIONAL SCIENCE? ☑ Our findings uncovered a new biological mechanism whereby patients with INS may develop resistance to GCs that could be used in the future as a novel noninvasive diagnostic tool., (© 2020 The Authors. Clinical and Translational Science published by Wiley Periodicals LLC on behalf of the American Society for Clinical Pharmacology and Therapeutics.)
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- 2021
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99. Goat farm variability affects milk Fourier-transform infrared spectra used for predicting coagulation properties.
- Author
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Dadousis C, Cipolat-Gotet C, Stocco G, Ferragina A, Dettori ML, Pazzola M, do Nascimento Rangel AH, and Vacca GM
- Subjects
- Animals, Bayes Theorem, Chymosin, Farms, Goats, Italy, Cheese, Milk
- Abstract
Driven by the large amount of goat milk destined for cheese production, and to pioneer the goat cheese industry, the objective of this study was to assess the effect of farm in predicting goat milk-coagulation and curd-firmness traits via Fourier-transform infrared spectroscopy. Spectra from 452 Sarda goats belonging to 14 farms in central and southeast Sardinia (Italy) were collected. A Bayesian linear regression model was used, estimating all spectral wavelengths' effects simultaneously. Three traditional milk-coagulation properties [rennet coagulation time (min), time to curd firmness of 20 mm (min), and curd firmness 30 min after rennet addition (mm)] and 3 curd-firmness measures modeled over time [rennet coagulation time estimated according to curd firmness change over time (RCT
eq ), instant curd-firming rate constant, and asymptotical curd firmness] were considered. A stratified cross validation (SCV) was assigned, evaluating each farm separately (validation set; VAL) and keeping the remaining farms to train (calibration set) the statistical model. Moreover, a SCV, where 20% of the goats randomly taken (10 replicates per farm) from the VAL farm entered the calibration set, was also considered (SCV80 ). To assess model performance, coefficient of determination (R2 VAL ) and the root mean squared error of validation were recorded. The R2 VAL varied between 0.14 and 0.45 (instant curd-firming rate constant and RCTeq , respectively), albeit the standard deviation was approximating half of the mean for all the traits. Although average results of the 2 SCV procedures were similar, in SCV80 , the maximum R2 VAL increased at about 15% across traits, with the highest observed for time to curd firmness of 20 mm (20%) and the lowest for RCTeq (6%). Further investigation evidenced important variability among farms, with R2 VAL for some of them being close to 0. Our work outlined the importance of considering the effect of farm when developing Fourier-transform infrared spectroscopy prediction equations for coagulation and curd-firmness traits in goats., (Copyright © 2021 American Dairy Science Association. Published by Elsevier Inc. All rights reserved.)- Published
- 2021
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100. Breed of goat affects the prediction accuracy of milk coagulation properties using Fourier-transform infrared spectroscopy.
- Author
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Stocco G, Dadousis C, Vacca GM, Pazzola M, Paschino P, Dettori ML, Ferragina A, and Cipolat-Gotet C
- Subjects
- Animals, Bayes Theorem, Dairying, Female, Goats, Pregnancy, Spectroscopy, Fourier Transform Infrared veterinary, Cheese analysis, Milk
- Abstract
The prediction of traditional goat milk coagulation properties (MCP) and curd firmness over time (CF
t ) parameters via Fourier-transform infrared (FTIR) spectroscopy can be of significant economic interest to the dairy industry and can contribute to the breeding objectives for the genetic improvement of dairy goat breeds. Therefore, the aims of this study were to (1) explore the variability of milk FTIR spectra from 4 goat breeds (Camosciata delle Alpi, Murciano-Granadina, Maltese, and Sarda), and to assess the possible discriminant power of milk FTIR spectra among breeds, (2) assess the viability to predict coagulation traits by using milk FTIR spectra, and (3) quantify the effect of the breed on the prediction accuracy of MCP and CFt parameters. In total, 611 individual goat milk samples were used. Analysis of variance of measured MCP and CFt parameters was carried out using a mixed model including the farm and pendulum as random factors, and breed, parity, and days in milk as fixed factors. Milk spectra for each goat were collected over the spectral range from wavenumber 5,011 to 925 × cm-1 . Discriminant analysis of principal components was used to assess the ability of FTIR spectra to identify breed of origin. A Bayesian model was used to calibrate equations for each coagulation trait. The accuracy of the model and the prediction equation was assessed by cross-validation (CRV; 80% training and 20% testing set) and stratified CRV (SCV; 3 breeds in the training set, one breed in the testing set) procedures. Prediction accuracy was assessed by using coefficient of determination of validation (R2 VAL ), the root mean square error of validation (RMSEVAL ), and the ratio performance deviation. Moreover, measured and FTIR predicted traits were compared in the SCV procedure by assessing their least squares means for the breed effect, Pearson correlations, and variance heteroscedasticity. Results showed the feasibility of using FTIR spectra and multivariate analyses to correctly assign milk samples to their breeds of origin. The R2 VAL values obtained with the CRV procedure were moderate to high for the majority of coagulation traits, with RMSEVAL and ratio performance deviation values increasing as the coagulation process progresses from rennet addition. Prediction accuracy obtained with the SCV were strongly influenced by the breed, presenting general low values restricting a practical application. In addition, the low Pearson correlation coefficients of Sarda breed for all the traits analyzed, and the heteroscedastic variances of Camosciata delle Alpi, Murciano-Granadina, and Maltese breeds, further indicated that it is fundamental to consider the differences existing among breeds for the prediction of milk coagulation traits., (Copyright © 2021 American Dairy Science Association. Published by Elsevier Inc. All rights reserved.)- Published
- 2021
- Full Text
- View/download PDF
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