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Wu YE, Zheng YY, Li QY, Yao BF, Cao J, Liu HX, Hao GX, van den Anker J, Zheng Y, Zhao W. Model-informed drug development in pediatric, pregnancy and geriatric drug development: States of the art and future. Adv Drug Deliv Rev 2024; 211:115364. [PMID: 38936664 DOI: 10.1016/j.addr.2024.115364] [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: 09/25/2023] [Revised: 06/09/2024] [Accepted: 06/19/2024] [Indexed: 06/29/2024]
Abstract
The challenges of drug development in pediatric, pregnant and geriatric populations are a worldwide concern shared by regulatory authorities, pharmaceutical companies, and healthcare professionals. Model-informed drug development (MIDD) can integrate and quantify real-world data of physiology, pharmacology, and disease processes by using modeling and simulation techniques to facilitate decision-making in drug development. In this article, we reviewed current MIDD policy updates, reflected on the integrity of physiological data used for MIDD and the effects of physiological changes on the drug PK, as well as summarized current MIDD strategies and applications, so as to present the state of the art of MIDD in pediatric, pregnant and geriatric populations. Some considerations are put forth for the future improvements of MIDD including refining regulatory considerations, improving the integrity of physiological data, applying the emerging technologies, and exploring the application of MIDD in new therapies like gene therapies for special populations.
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Affiliation(s)
- Yue-E Wu
- Department of Clinical Pharmacy, Institute of Clinical Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Yuan-Yuan Zheng
- Department of Clinical Pharmacy, Institute of Clinical Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Qiu-Yue Li
- Department of Clinical Pharmacy, Institute of Clinical Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Bu-Fan Yao
- Department of Clinical Pharmacy, Institute of Clinical Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Jing Cao
- Department of Clinical Pharmacy, Institute of Clinical Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Hui-Xin Liu
- Department of Clinical Pharmacy, Institute of Clinical Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Guo-Xiang Hao
- Department of Clinical Pharmacy, Institute of Clinical Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - John van den Anker
- Division of Clinical Pharmacology, Children's National Medical Center, Washington, DC, USA; Departments of Pediatrics, Pharmacology & Physiology, George Washington University, School of Medicine and Health Sciences, Washington, DC, USA; Department of Paediatric Pharmacology and Pharmacometrics, University Children's Hospital Basel, Basel, Switzerland
| | - Yi Zheng
- Department of Clinical Pharmacy, Institute of Clinical Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Wei Zhao
- Department of Clinical Pharmacy, Institute of Clinical Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China.
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Wang CS, Sadun RE, Zhou W, Miller KR, Pyle L, Ardoin SP, Bacha C, Hause E, Hui-Yuen J, Ling N, Pereira M, Riebschleger M, Rouster-Stevens K, Sarkissian A, Shalen J, Soulsby W, Twilt M, Wu EY, Lewandowski LB, Wenderfer SE, Cooper JC. Renal Response Outcomes of the EuroLupus and National Institutes of Health Cyclophosphamide Dosing Regimens in Childhood-Onset Proliferative Lupus Nephritis. Arthritis Rheumatol 2024; 76:469-478. [PMID: 37800549 DOI: 10.1002/art.42725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 09/07/2023] [Accepted: 09/27/2023] [Indexed: 10/07/2023]
Abstract
OBJECTIVE We compared clinical characteristics and renal response in patients with childhood-onset proliferative lupus nephritis (LN) treated with the EuroLupus versus National Institutes of Health (NIH) cyclophosphamide (CYC) regimen. METHODS A retrospective cohort study was conducted at 11 pediatric centers in North America that reported using both CYC regimens. Data were extracted from the electronic medical record at baseline and 3, 6, and 12 months after treatment initiation with CYC. To evaluate the adjusted association between CYC regimen (EuroLupus vs NIH) and renal response over time, generalized estimating equations with a logit link were used. An interaction between time and CYC regimen was included, and a contrast between CYC regimens at 12 months was used to evaluate the primary outcome. RESULTS One hundred forty-five patients (58 EuroLupus, 87 NIH) were included. EuroLupus patients were on average older at the start of current CYC therapy, had longer disease duration, and more commonly had relapsed or refractory LN compared with the NIH group. After multivariable adjustment, there was no significant association between CYC regimen and achieving complete renal response at 12 months (odds ratio [OR] of response for the EuroLupus regimen, reference NIH regimen: 0.76; 95% confidence interval [CI] 0.29-1.98). There was also no significant association between CYC regimen and achieving at least a partial renal response at 12 months (OR 1.35, 95% CI 0.57-3.19). CONCLUSION Our study failed to demonstrate a benefit of the NIH regimen over the EuroLupus CYC regimen in childhood-onset proliferative LN. However, future prospective outcome studies are needed.
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Affiliation(s)
| | | | - Wenru Zhou
- University of Colorado Anschutz Medical Campus, Aurora
| | | | - Laura Pyle
- University of Colorado Anschutz Medical Campus, Aurora
| | | | | | - Emily Hause
- University of Minnesota Masonic Children's Hospital, Minneapolis
| | - Joyce Hui-Yuen
- Cohen Children's Medical Center, New Hyde Park, New York
| | | | - Maria Pereira
- Texas Children's Hospital and Baylor College of Medicine, Houston, Texas
| | | | - Kelly Rouster-Stevens
- Children's Healthcare of Atlanta, Emory University School of Medicine, Atlanta, Georgia
| | | | - Julia Shalen
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Marinka Twilt
- Alberta Children's Hospital, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | | | - Laura B Lewandowski
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, NIH, Bethesda, Maryland
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Ahmed MA, Burnham J, Dwivedi G, AbuAsal B. Achieving big with small: quantitative clinical pharmacology tools for drug development in pediatric rare diseases. J Pharmacokinet Pharmacodyn 2023; 50:429-444. [PMID: 37140724 DOI: 10.1007/s10928-023-09863-x] [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: 03/04/2023] [Accepted: 04/26/2023] [Indexed: 05/05/2023]
Abstract
Pediatric populations represent a major fraction of rare diseases and compound the intrinsic challenges of pediatric drug development and drug development for rare diseases. The intertwined complexities of pediatric and rare disease populations impose unique challenges to clinical pharmacologists and require integration of novel clinical pharmacology and quantitative tools to overcome multiple hurdles during the discovery and development of new therapies. Drug development strategies for pediatric rare diseases continue to evolve to meet the inherent challenges and produce new medicines. Advances in quantitative clinical pharmacology research have been a key component in advancing pediatric rare disease research to accelerate drug development and inform regulatory decisions. This article will discuss the evolution of the regulatory landscape in pediatric rare diseases, the challenges encountered during the design of rare disease drug development programs and will highlight the use of innovative tools and potential solutions for future development programs.
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Affiliation(s)
- Mariam A Ahmed
- Takeda Development Center Americas Inc, 125 Binney St, Cambridge, MA, 02142-1123, USA.
| | | | - Gaurav Dwivedi
- Takeda Development Center Americas Inc, 125 Binney St, Cambridge, MA, 02142-1123, USA
| | - Bilal AbuAsal
- US Food and Drug Administration, 10903, New Hampshire Ave, Silver Spring, MD, 20993, USA
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Marin C, Noé G, Schlemmer D, Beaulieu Q, Robidou P, Mansour B, Hirtz C, Vialaret J, Antignac M, Moyon Q, Benameur N, Amoura Z, Zahr N. Determination of plasma concentration of Belimumab by LC-MS/MS: Method development, validation, and clinical application. J Pharm Biomed Anal 2023; 236:115730. [PMID: 37734255 DOI: 10.1016/j.jpba.2023.115730] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 08/23/2023] [Accepted: 09/16/2023] [Indexed: 09/23/2023]
Abstract
INTRODUCTION Belimumab is a monoclonal antibody against B cell activating factor (BLyS). This monoclonal antibody (mAb) has been shown to be effective in reducing disease activity in patients with systemic lupus erythematosus (SLE). Belimumab is available in two forms as a lyophilized powder for intravenous (IV) use, or single-dose syringe for subcutaneous (SC) use. The aim of this study was to develop and validate a liquid chromatography-tandem mass spectrometry (LC-MS/MS) method for quantitation of belimumab in human serum. MATERIAL AND METHODS All analyses relied on nano-surface and molecular-orientation limited (nSMOL) proteolysis coupled with LC-MS/MS. Quantifications was performed in multiple reactions monitoring (MRM) mode, and electrospray ionization was conducted in positive mode. RESULTS Belimumab was quantified with signature peptide QAPGQGLEWMGGIPFGTAK and normalized using P14R. The total run time per assay was 10 min. Linearity was measured from 5 to 800 μg/mL (r² > 0.995). Accuracy and precision based on three quality control levels range from 11.2 - 9.51 % and 1.24 - 13.12 % respectively. The carryover was less than 7 %. In all, 87 patient samples were processed (65, IV; 22, SC). Mean concentration of belimumab was significantly higher for SC (93.0 ± 74.0 µg/mL) than for IV (67.4 ± 38.9 µg/mL) administration. CONCLUSION We have developed the first method of belimumab quantification combining LC-MS/MS and nSMOL proteolysis. It can be used for future clinical pharmacokinetic studies of belimumab and for investigating the relationship between belimumab concentration, efficacy, and toxicity in SLE patients.
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Affiliation(s)
- Clémence Marin
- AP-HP Sorbonne Université, Pitié-Salpêtrière Hospital, Department of Pharmacology, CIC-1901, Pharmacokinetics and Therapeutic Drug Monitoring Unit, UMR-S 1166, F-75013 Paris, France
| | - Gaëlle Noé
- AP-HP Sorbonne Université, Pitié-Salpêtrière Hospital, Department of Pharmacology, CIC-1901, Pharmacokinetics and Therapeutic Drug Monitoring Unit, UMR-S 1166, F-75013 Paris, France
| | - Dimitri Schlemmer
- AP-HP. Sorbonne Université, Laboratoire de suivi thérapeutique pharmacologique spécialisé, F-75013 Paris, France
| | - Quentin Beaulieu
- AP-HP Sorbonne Université, Pitié-Salpêtrière Hospital, Department of Pharmacology, CIC-1901, Pharmacokinetics and Therapeutic Drug Monitoring Unit, UMR-S 1166, F-75013 Paris, France
| | - Pascal Robidou
- AP-HP Sorbonne Université, Pitié-Salpêtrière Hospital, Department of Pharmacology, CIC-1901, Pharmacokinetics and Therapeutic Drug Monitoring Unit, UMR-S 1166, F-75013 Paris, France
| | - Bochra Mansour
- AP-HP. Sorbonne Université, Laboratoire de suivi thérapeutique pharmacologique spécialisé, F-75013 Paris, France
| | - Christophe Hirtz
- IRMB-PPC, INM, Montpellier University Hospital, INSERM, CNRS, University of Montpellier, 34295 Montpellier, France
| | - Jérôme Vialaret
- IRMB-PPC, INM, Montpellier University Hospital, INSERM, CNRS, University of Montpellier, 34295 Montpellier, France
| | - Marie Antignac
- Department of Pharmacy, PITIE-SALPETRIERE Hospital, AP-HP Sorbonne université, F-75013 Paris, France
| | - Quentin Moyon
- Sorbonne Université, Assistance Publique-Hôpitaux de Paris (AP-HP), Groupement Hospitalier Pitié-Salpêtrière, Centre de Référence pour le Lupus, le Syndrome des anti-phospholipides et autres maladies auto-immunes rares, Service de Médecine Interne 2, Paris, France
| | - Neila Benameur
- Department of Pharmacy, PITIE-SALPETRIERE Hospital, AP-HP Sorbonne université, F-75013 Paris, France
| | - Zahir Amoura
- Sorbonne Université, Assistance Publique-Hôpitaux de Paris (AP-HP), Groupement Hospitalier Pitié-Salpêtrière, Centre de Référence pour le Lupus, le Syndrome des anti-phospholipides et autres maladies auto-immunes rares, Service de Médecine Interne 2, Paris, France
| | - Noël Zahr
- AP-HP Sorbonne Université, Pitié-Salpêtrière Hospital, Department of Pharmacology, CIC-1901, Pharmacokinetics and Therapeutic Drug Monitoring Unit, UMR-S 1166, F-75013 Paris, France; AP-HP. Sorbonne Université, Laboratoire de suivi thérapeutique pharmacologique spécialisé, F-75013 Paris, France.
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Stohl W, Kwok A. Belimumab for the treatment of pediatric patients with lupus nephritis. Expert Opin Biol Ther 2023; 23:243-251. [PMID: 36750049 DOI: 10.1080/14712598.2023.2178297] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
INTRODUCTION The FDA approved the anti-BAFF monoclonal antibody, belimumab, in 2011 for adult systemic lupus erythematosus (SLE), in 2019 for pediatric SLE, in 2020 for adult lupus nephritis (LN), and in 2022 for pediatric LN. AREAS COVERED We performed a PUBMED database search through November 2022, using 'belimumab and lupus nephritis,' 'belimumab and childhood systemic lupus erythematosus,' 'belimumab and pediatric systemic lupus erythematosus,' and 'belimumab and juvenile systemic lupus erythematosus' as the search phrases. We also vetted pertinent references cited in the papers gleaned from the above search, and we drew from our personal literature collections. EXPERT OPINION Based on clinical-trials and real-world experience, belimumab is useful and safe in adult SLE and LN. In contrast and despite FDA approval, evidence of effectiveness in pediatric SLE and pediatric LN is very limited. Whereas there was a trend favoring belimumab in the only randomized, controlled trial to date in pediatric SLE, the difference between the belimumab and placebo groups failed to achieve statistical significance. Moreover, there have been no randomized, controlled trials for belimumab in pediatric LN. Based largely on information gleaned from experience in adults, the clinician can cautiously prescribe belimumab to his/her pediatric LN patient and hope for benefit.
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Affiliation(s)
- William Stohl
- Division of Rheumatology, Department of Medicine, University of Southern California Keck School of Medicine, Los Angeles, CA, USA
| | - Alyssa Kwok
- Division of Rheumatology, Department of Medicine, University of Southern California Keck School of Medicine, Los Angeles, CA, USA
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