1
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Khamlek K, Komenkul V, Sriboonruang T, Wattanavijitkul T. Population pharmacokinetic models of tacrolimus in paediatric solid organ transplant recipients: A systematic review. Br J Clin Pharmacol 2024; 90:406-426. [PMID: 37714740 DOI: 10.1111/bcp.15909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Revised: 09/05/2023] [Accepted: 09/12/2023] [Indexed: 09/17/2023] Open
Abstract
AIMS This study aimed to provide up-to-date information on paediatric population pharmacokinetic models of tacrolimus and to identify factors influencing tacrolimus pharmacokinetic variability. METHODS Systematic searches in the Web of Science, PubMed, Scopus, Science Direct, Cochrane, EMBASE databases and reference lists of articles were conducted from inception to March 2023. All population pharmacokinetic studies of tacrolimus using nonlinear mixed-effect modelling in paediatric solid organ transplant patients were included. RESULTS Of the 21 studies reviewed, 62% developed from liver transplant recipients and 33% from kidney transplant recipients. Most studies used a 1-compartment model to describe tacrolimus pharmacokinetics. Body weight was a significant predictor for tacrolimus volume of distribution (Vd/F). The estimated Vd/F for 1-compartment models ranged from 20 to 1890 L, whereas the peripheral volume of distribution (Vp/F) for 2-compartment models was between 290 and 1520 L. Body weight, days post-transplant, CYP3A5 genotype or haematocrit were frequently reported as significant predictors of tacrolimus clearance. The estimated apparent clearance values range between 0.12 and 2.18 L/h/kg, with inter-individual variability from 13.5 to 110.0%. Only 29% of the studies assessed the generalizability of the models with external validation. CONCLUSION This review highlights the potential factors, modelling approaches and validation methods that impact tacrolimus pharmacokinetics in a paediatric population. The clinician could predict tacrolimus clearance based on body weight, CYP3A5 genotype, days post-transplant or haematocrit. Further research is required to determine the relationship between pharmacogenetics and tacrolimus pharmacodynamics in paediatric patients and confirm the applicability of nonlinear kinetics in this population.
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Affiliation(s)
- Kanyaporn Khamlek
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand
| | - Virunya Komenkul
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand
| | - Tatta Sriboonruang
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand
| | - Thitima Wattanavijitkul
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand
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2
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Gu G, Zhou T, Zong Z, Zhang J. Development of a predictive nomogram for switching immunosuppressive drugs in pediatric liver transplant recipients. Front Pediatr 2023; 11:1226816. [PMID: 37928356 PMCID: PMC10620798 DOI: 10.3389/fped.2023.1226816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 10/05/2023] [Indexed: 11/07/2023] Open
Abstract
Background Tacrolimus (TAC) is the preferred calcineurin inhibitor (CNI) for pediatric liver transplant recipients. However, some recipients may not achieve the desired therapeutic window concentration of TAC, leading to poor prognosis. This study aimed to develop a clinical model that can predict the effectiveness of TAC in pediatric liver transplant recipients and help clinicians quickly identify cyclosporin as an alternative. Methods We retrospectively analyzed data from 2,032 pediatric liver transplant recipients who underwent surgery at Renji Hospital, Shanghai Jiaotong University School of Medicine between 2006 and 2019. Demographic, comorbidity and pre-operative laboratory data were collected, and a nomogram was constructed using multivariate logistic regression analysis to estimate the risk of poor therapeutic outcomes for TAC-based immunosuppression. Results The constructed nomogram included seven parameters, namely recipient CYP3A4 genotype, pre-transplant cholangitis, GRWR, spleen long diameter, serum albumin, graft volume reduction, and donor CYP genotype. The nomogram showed good discriminative ability with an area under the receiver operating characteristic curve (AUC) of 74.5% and good calibration. Decision curve analysis indicated a high potential clinical application of the model. Conclusion This simple clinical model effectively predicts the risk of poor therapeutic outcomes in pediatric liver transplant recipients who receive TAC-based immunosuppression. Clinicians can use the model to identify cyclosporin as an alternative quickly, potentially improving patient prognosis.
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Affiliation(s)
- Guangxiang Gu
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Department of Liver Transplantation, Sun Yet-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Tao Zhou
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Zhipeng Zong
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jianjun Zhang
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
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3
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Stewart S, Dodero-Anillo JM, Guijarro-Eguinoa J, Arias P, Gómez López De Las Huertas A, Seco-Meseguer E, García-García I, Ramírez García E, Rodríguez-Antolín C, Carcas AJ, Rodriguez-Novoa S, Rosas-Alonso R, Borobia AM. Advancing pharmacogenetic testing in a tertiary hospital: a retrospective analysis after 10 years of activity. Front Pharmacol 2023; 14:1292416. [PMID: 37927587 PMCID: PMC10622662 DOI: 10.3389/fphar.2023.1292416] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 10/02/2023] [Indexed: 11/07/2023] Open
Abstract
The field of pharmacogenetics (PGx) holds great promise in advancing personalized medicine by adapting treatments based on individual genetic profiles. Despite its benefits, there are still economic, ethical and institutional barriers that hinder its implementation in our healthcare environment. A retrospective analysis approach of anonymized data sourced from electronic health records was performed, encompassing a diverse patient population and evaluating key parameters such as prescribing patterns and test results, to assess the impact of pharmacogenetic testing. A head-to-head comparison with previously published activity results within the same pharmacogenetic laboratory was also conducted to contrast the progress made after 10 years. The analysis revealed significant utilization of pharmacogenetic testing in daily clinical practice, with 1,145 pharmacogenetic tests performed over a 1-year period and showing a 35% growth rate increase over time. Of the 17 different medical departments that sought PGx tests, the Oncology department accounted for the highest number, representing 58.47% of all genotyped patients. A total of 1,000 PGx tests were requested for individuals susceptible to receive a dose modification based on genotype, and 76 individuals received a genotype-guided dose adjustment. This study presents a comprehensive descriptive analysis of real-world data obtained from a public tertiary hospital laboratory specialized in pharmacogenetic testing, and presents data that strongly endorse the integration of pharmacogenetic testing into everyday clinical practice.
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Affiliation(s)
- Stefan Stewart
- Clinical Pharmacology Department, IdiPAZ, La Paz University Hospital, Madrid, Spain
| | | | | | - Pedro Arias
- Pharmacogenetics Laboratory, Genetics Department, La Paz University Hospital, Madrid, Spain
| | | | | | - Irene García-García
- Clinical Pharmacology Department, IdiPAZ, La Paz University Hospital, Madrid, Spain
| | - Elena Ramírez García
- Clinical Pharmacology Department, IdiPAZ, La Paz University Hospital, Madrid, Spain
- Pharmacology Department, School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Carlos Rodríguez-Antolín
- Experimental Therapies and Novel Biomarkers in Cancer, Hospital La Paz Institute for Health Research—IdiPAZ, Madrid, Spain
| | - Antonio J. Carcas
- Clinical Pharmacology Department, IdiPAZ, La Paz University Hospital, Madrid, Spain
- Pharmacology Department, School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Sonia Rodriguez-Novoa
- Genetics of Metabolic Diseases Laboratory, Genetics Department, La Paz University Hospital, Madrid, Spain
| | - Rocio Rosas-Alonso
- Pharmacogenetics Laboratory, Genetics Department, La Paz University Hospital, Madrid, Spain
- Experimental Therapies and Novel Biomarkers in Cancer, Hospital La Paz Institute for Health Research—IdiPAZ, Madrid, Spain
| | - Alberto M. Borobia
- Clinical Pharmacology Department, IdiPAZ, La Paz University Hospital, Madrid, Spain
- Pharmacology Department, School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
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4
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Concha J, Sangüesa E, Saez-Benito AM, Aznar I, Berenguer N, Saez-Benito L, Ribate MP, García CB. Importance of Pharmacogenetics and Drug-Drug Interactions in a Kidney Transplanted Patient. Life (Basel) 2023; 13:1627. [PMID: 37629484 PMCID: PMC10455535 DOI: 10.3390/life13081627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 07/20/2023] [Accepted: 07/24/2023] [Indexed: 08/27/2023] Open
Abstract
Tacrolimus (TAC) is a narrow-therapeutic-range immunosuppressant drug used after organ transplantation. A therapeutic failure is possible if drug levels are not within the therapeutic range after the first year of treatment. Pharmacogenetic variants and drug-drug interactions (DDIs) are involved. We describe a patient case of a young man (16 years old) with a renal transplant receiving therapy including TAC, mycophenolic acid (MFA), prednisone and omeprazole for prophylaxis of gastric and duodenal ulceration. The patient showed great fluctuation in TAC blood concentration/oral dose ratio, as well as pharmacotherapy adverse effects (AEs) and frequent diarrhea episodes. Additionally, decreased kidney function was found. A pharmacotherapeutic follow-up, including pharmacogenetic analysis, was carried out. The selection of the genes studied was based on the previous literature (CYP3A5, CYP3A4, POR, ABCB1, PXR and CYP2C19). A drug interaction with omeprazole was reported and the nephrologist switched to rabeprazole. A lower TAC concentration/dose ratio was achieved, and the patient's condition improved. In addition, the TTT haplotype of ATP Binding Cassette Subfamily B member 1 (ABCB1) and Pregnane X Receptor (PXR) gene variants seemed to affect TAC pharmacotherapy in the studied patient and could explain the occurrence of long-term adverse effects post-transplantation. These findings suggest that polymorphic variants and co-treatments must be considered in order to achieve the effectiveness of the immunosuppressive therapy with TAC, especially when polymedicated patients are involved. Moreover, pharmacogenetics could influence the drug concentration at the cellular level, both in lymphocyte and in renal tissue, and should be explored in future studies.
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Affiliation(s)
| | | | | | | | | | | | - M. Pilar Ribate
- Facultad de Ciencias de la Salud, Universidad San Jorge, Villanueva de Gállego, E-50830 Zaragoza, Spain; (J.C.); (E.S.); (A.M.S.-B.); (I.A.); (N.B.); (L.S.-B.); (C.B.G.)
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Massmann A, Heukelom JV, Larson C, Starks RD. Leveraging clinical decision support to reduce the risk of discordant pharmacogenomics results. Pharmacogenomics 2022; 23:987-993. [PMID: 36454237 DOI: 10.2217/pgs-2022-0148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Pharmacogenomics (PGx) testing is commonly utilized to predict a patient's response to medications based on the presence of genetic variants. However, certain conditions have been associated with potentially inaccurate PGx results. The majority of medications are predominantly metabolized in the liver; therefore, in the case of liver transplantation, PGx results may be misinterpreted in the context of drug-metabolizing enzymes. Other instances of ambiguous PGx results have been reported in the literature in conditions such as allogeneic stem cell or bone marrow transplant, chronic lymphocytic leukemia, acute or chronic myeloid leukemia and blood transfusion. In order to prevent potential inaccuracies in PGx testing, Sanford Imagenetics developed an active, interruptive alert to inform providers of the potential for inaccurate PGx results.
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Affiliation(s)
- Amanda Massmann
- Sanford Imagenetics, Sanford Health, Sioux Falls, SD 57105, USA.,Sanford School of Medicine, University of South Dakota, Vermillion, SD 57105, USA
| | - Joel Van Heukelom
- Sanford Imagenetics, Sanford Health, Sioux Falls, SD 57105, USA.,Sanford School of Medicine, University of South Dakota, Vermillion, SD 57105, USA
| | - Chad Larson
- Sanford Imagenetics, Sanford Health, Sioux Falls, SD 57105, USA.,Sanford Health Technology Solutions, Sioux Falls, SD 57104, USA
| | - Rachel D Starks
- Sanford Imagenetics, Sanford Health, Sioux Falls, SD 57105, USA.,Sanford School of Medicine, University of South Dakota, Vermillion, SD 57105, USA
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Andres AM, Talayero P, Alcolea Sanchez A, Sanchez Galán A, Serradilla Rodríguez J, Bueno Jimenez A, Gonzalez Sacristan R, Stringa P, Papa Gobbi R, Lasa Lazaro M, Díaz Almirón M, Ramos Boluda E, Lopez Santamaría M, Hernández Oliveros F. Delayed introduction of sirolimus in paediatric intestinal transplant recipients: indications and long-term benefits. Transpl Int 2021; 34:1895-1907. [PMID: 34174115 DOI: 10.1111/tri.13959] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 04/16/2021] [Accepted: 06/16/2021] [Indexed: 12/11/2022]
Abstract
To review our experience using sirolimus in a single centre paediatric intestinal transplantation cohort. Intestinal transplant patients with more than 3 months follow-up were divided into two groups according to their immunosuppression regimen: tacrolimus, (TAC group, n = 45 grafts) or sirolimus (SRL group, n = 38 grafts), which included those partially or completely converted from tacrolimus to sirolimus. The indications to switch were tacrolimus side effects and immunological complications. Survival and complications were retrospectively analysed comparing both groups. SRL was introduced 9 months (0 months-16.9 years) after transplant. The main cause for conversion was worsening renal function (45%), followed by haemolytic anaemia (21%) and graft-versus-host-disease (16%). Both groups showed a similar overall patient/graft survival (P = 0.76/0.08) and occurrence of rejection (24%/17%, P = 0.36). Immunological complications did not recur after conversion. Renal function significantly improved in most SRL patients. After a median follow-up of 65.17 months, 28/46 survivors were on SRL, 26 with monotherapy, with good graft function. Over one-third of our patients eventually required SRL conversion that allowed to improve their kidney function and immunological events, without entailing additional complications or survival impairment. Further trials are warranted to clarify the potential improvement of the standard tacrolimus maintenance by sirolimus conversion or addition.
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Affiliation(s)
- Ane M Andres
- Pediatric Surgery Department, La Paz University Hospital, Madrid, Spain.,Idipaz Institute, La Paz University Hospital, Madrid, Spain.,TransplantChild ERN, La Paz University Hospital, Madrid, Spain
| | - Paloma Talayero
- Immunology Department, 12 de Octubre University Hospital, Madrid, Spain
| | | | | | | | | | | | - Pablo Stringa
- Idipaz Institute, La Paz University Hospital, Madrid, Spain.,Institute for Immunological and Physiopathological Studies (IIFP-CONICET-UNLP), National University of La Plata, La plata, Buenos Aires, Argentina
| | | | - Maria Lasa Lazaro
- Immunology Department, 12 de Octubre University Hospital, Madrid, Spain
| | - Mariana Díaz Almirón
- Biostatistics Department, Idipaz Institute, La Paz University Hospital, Madrid, Spain
| | | | | | - Francisco Hernández Oliveros
- Pediatric Surgery Department, La Paz University Hospital, Madrid, Spain.,Idipaz Institute, La Paz University Hospital, Madrid, Spain.,TransplantChild ERN, La Paz University Hospital, Madrid, Spain
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7
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Chen Z, Cheng X, Zhang L, Tang L, Fang Y, Chen H, Zhang L, Shen A. The impact of IL-10 and CYP3A5 gene polymorphisms on dose-adjusted trough blood tacrolimus concentrations in early post-renal transplant recipients. Pharmacol Rep 2021; 73:1418-1426. [PMID: 34089513 DOI: 10.1007/s43440-021-00288-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 05/22/2021] [Accepted: 05/26/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND The strong inter-individual pharmacokinetic variability and the narrow therapeutic window of tacrolimus (TAC) have hampered the clinical application. Gene polymorphisms play an important role in TAC pharmacokinetics. Here, we investigate the influence of genotypes of IL-10, CYP3A5, CYP2C8, and ABCB1 on dose-adjusted trough blood concentrations (the C0/D ratio) of TAC to reveal unclear genetic factors that may affect TAC dose requirements for renal transplant recipients. METHODS Genetic polymorphisms of IL-10, CYP3A5, CYP2C8, and ABCB1 in 188 renal transplant recipients were determined using Kompetitive Allele Specific PCR (KASP). Statistical analysis was applied to examine the effect of genetic variation on the TAC C0/D at 5, 10, 15, and 30 days after transplantation. RESULTS Recipients carrying the IL-10 -819C > T TT genotype showed a significantly higher TAC C0/D than those with the TC/CC genotype (p < 0.05). Additionally, the TAC C0/D values of recipients with the capacity for low IL-10 activity (-819 TT) engrafted with CYP3A5 non-expressers were higher compared to the intermediate/high activity of IL-10 -819C > T TC or CC carrying CYP3A5 expressers, and the difference was statistically significant at different time points (p < 0.05). CONCLUSIONS Genetic polymorphisms of IL-10 -819C > T and CYP3A5 6986A > G influence the TAC C0/D, which may contribute to variation in TAC dose requirements during the early post-transplantation period. Detecting IL-10 -819C > T and CYP3A5 6986A > G polymorphisms may allow determination of individualized tacrolimus dosage regimens for renal transplant recipients during the early post-transplantation period.
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Affiliation(s)
- Zhaolin Chen
- Division of Life Sciences and Medicine, Department of Pharmacy, The First Affiliated Hospital of USTC, Anhui Provincial Hospital, University of Science and Technology of China, Hefei, Anhui, 230001, People's Republic of China
| | - Xi Cheng
- Division of Life Sciences and Medicine, Department of Pharmacy, The First Affiliated Hospital of USTC, Anhui Provincial Hospital, University of Science and Technology of China, Hefei, Anhui, 230001, People's Republic of China
| | - Liwen Zhang
- Department of Data & Analytics, WuXi Diagnostics Limited Corporation, Shanghai, 200131, People's Republic of China
| | - Liqin Tang
- Division of Life Sciences and Medicine, Department of Pharmacy, The First Affiliated Hospital of USTC, Anhui Provincial Hospital, University of Science and Technology of China, Hefei, Anhui, 230001, People's Republic of China
| | - Yan Fang
- Division of Life Sciences and Medicine, Department of Pharmacy, The First Affiliated Hospital of USTC, Anhui Provincial Hospital, University of Science and Technology of China, Hefei, Anhui, 230001, People's Republic of China
| | - Hongxiao Chen
- Division of Life Sciences and Medicine, Department of Pharmacy, The First Affiliated Hospital of USTC, Anhui Provincial Hospital, University of Science and Technology of China, Hefei, Anhui, 230001, People's Republic of China
| | - Lei Zhang
- Division of Life Sciences and Medicine, Department of Pharmacy, The First Affiliated Hospital of USTC, Anhui Provincial Hospital, University of Science and Technology of China, Hefei, Anhui, 230001, People's Republic of China.
| | - Aizong Shen
- Division of Life Sciences and Medicine, Department of Pharmacy, The First Affiliated Hospital of USTC, Anhui Provincial Hospital, University of Science and Technology of China, Hefei, Anhui, 230001, People's Republic of China.
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8
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Precision Medicine: Applied Concepts of Pharmacogenomics in Patients with Various Diseases and Polypharmacy. Pharmaceutics 2021; 13:pharmaceutics13020197. [PMID: 33540658 PMCID: PMC7913111 DOI: 10.3390/pharmaceutics13020197] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 01/25/2021] [Indexed: 12/17/2022] Open
Abstract
Over the last century, the process of choosing medications to treat certain diseases has evolved significantly [...].
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Antunes MV, Linden R, Schaiquevich P. Therapeutic drug monitoring in developing nations: assessing the current state of affairs in South America. Expert Opin Drug Metab Toxicol 2020; 17:251-254. [PMID: 33276703 DOI: 10.1080/17425255.2021.1859478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Marina Venzon Antunes
- Laboratory of Analytical Toxicology, Institute of Health Sciences, Universidade Feevale, Novo Hamburgo, Brazil
| | - Rafael Linden
- Laboratory of Analytical Toxicology, Institute of Health Sciences, Universidade Feevale, Novo Hamburgo, Brazil
| | - Paula Schaiquevich
- Precision Medicine, Hospital de Pediatria JP Garrahan, Buenos Aires, Argentina
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