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Iniesta-Navalón C, Saorín MR, Neira-Torrecillas JM, Rentero-Redondo L, Garcia-Masegosa I, Gil-Almela J, Urbieta-Sanz E. External Evaluation of Population Pharmacokinetic Models of Ustekinumab in Patients with Inflammatory Bowel Disease. Ther Drug Monit 2025:00007691-990000000-00339. [PMID: 40178486 DOI: 10.1097/ftd.0000000000001329] [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: 01/23/2025] [Accepted: 02/24/2025] [Indexed: 04/05/2025]
Abstract
BACKGROUND Population pharmacokinetic (popPK) models are essential tools for optimizing ustekinumab (UST) dosing for the treatment of inflammatory bowel disease (IBD) through therapeutic drug monitoring. The external validation of these models is necessary to ensure their predictive performance and clinical utility. The aim of the study was to externally validate 4 published popPK models of UST in a real-world cohort of patients with IBD using prediction-based and simulation-based diagnostics, as well as Bayesian forecasting. METHODS Four popPK models of UST, identified through a systematic literature review, were evaluated using data from 99 patients with IBD and 374 serum UST concentrations. Predictive performance and Bayesian forecasting were assessed using statistical metrics, including mean prediction error, median prediction error (MDPE), and median absolute prediction error (MADPE). The acceptability criteria (MDPE ±20%, MADPE ≤30%, F20 ≥35%, and F30 ≥50%) were applied. RESULTS None of the models satisfied the predefined acceptability criteria. The Xu et al model demonstrated the best performance, achieving an MDPE of 19.55% and the lowest RMSPE (2.88 mcg/mL), but F20 (20.1%) and F30 (32.4%) values fell below thresholds. The model proposed by Adedokun et al showed strong results in simulation-based diagnostics, with only 5.6% of the observed concentrations outside the prediction interval. CONCLUSIONS The models developed by Xu et al and Adedokun et al exhibited the most promising predictive performance and potential clinical applicability for model-informed precision dosing. Refinements to these models and further research are required to enhance their use in personalized UST therapies for IBD.
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Affiliation(s)
- Carles Iniesta-Navalón
- Department of Hospital Pharmacy, Reina Sofia Hospital of Murcia, Spain
- Department of Pharmacology, School of Medicine, University of Murcia, Spain; and
- Clinical Pharmacokinetics and Applied Pharmacotherapy Group, Biomedical Research Institute of Murcia (IMIB-Pascual Parrilla), Spain
| | - Manuel Ríos Saorín
- Department of Hospital Pharmacy, Reina Sofia Hospital of Murcia, Spain
- Clinical Pharmacokinetics and Applied Pharmacotherapy Group, Biomedical Research Institute of Murcia (IMIB-Pascual Parrilla), Spain
| | | | - Lorena Rentero-Redondo
- Department of Hospital Pharmacy, Reina Sofia Hospital of Murcia, Spain
- Clinical Pharmacokinetics and Applied Pharmacotherapy Group, Biomedical Research Institute of Murcia (IMIB-Pascual Parrilla), Spain
| | | | - José Gil-Almela
- Department of Hospital Pharmacy, Reina Sofia Hospital of Murcia, Spain
| | - Elena Urbieta-Sanz
- Department of Hospital Pharmacy, Reina Sofia Hospital of Murcia, Spain
- Department of Pharmacology, School of Medicine, University of Murcia, Spain; and
- Clinical Pharmacokinetics and Applied Pharmacotherapy Group, Biomedical Research Institute of Murcia (IMIB-Pascual Parrilla), Spain
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2
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Peruhova M, Stoyanova D, Miteva DG, Kitanova M, Mirchev MB, Velikova T. Genetic factors that predict response and failure of biologic therapy in inflammatory bowel disease. World J Exp Med 2025; 15:97404. [PMID: 40115750 PMCID: PMC11718585 DOI: 10.5493/wjem.v15.i1.97404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 10/09/2024] [Accepted: 11/14/2024] [Indexed: 12/26/2024] Open
Abstract
Inflammatory bowel disease (IBD) represents a significant disease burden marked by chronic inflammation and complications that adversely affect patients' quality of life. Effective diagnostic strategies involve clinical assessments, endoscopic evaluations, imaging studies, and biomarker testing, where early diagnosis is essential for effective management and prevention of long-term complications, highlighting the need for continual advancements in diagnostic methods. The intricate interplay between genetic factors and the outcomes of biological therapy is of critical importance. Unraveling the genetic determinants that influence responses and failures to biological therapy holds significant promise for optimizing treatment strategies for patients with IBD on biologics. Through an in-depth examination of current literature, this review article synthesizes critical genetic markers associated with therapeutic efficacy and resistance in IBD. Understanding these genetic actors paves the way for personalized approaches, informing clinicians on predicting, tailoring, and enhancing the effectiveness of biological therapies for improved outcomes in patients with IBD.
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Affiliation(s)
- Milena Peruhova
- Department of Gastroenterology, University Hospital Heart and Brain, Burgas 1000, Bulgaria
| | - Daniela Stoyanova
- Department of Gastroenterology, Military Medical Academy, Sofia 1606, Bulgaria
| | | | - Meglena Kitanova
- Department of Genetics, Faculty of Biology, Sofia University St. Kliment Ohridski, Sofia 1164, Bulgaria
| | | | - Tsvetelina Velikova
- Department of Medical Faculty, Sofia University St. Kliment Ohridski, Sofia 1407, Bulgaria
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3
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Shubow S, Gunsior M, Rosenberg A, Wang YM, Altepeter T, Guinn D, Rajabiabhari M, Kotarek J, Mould DR, Zhou H, Cheifetz AS, Garces S, Chevalier R, Gavan S, Trusheim MR, Rispens T, Bray K, Partridge MA. Therapeutic Drug Monitoring of Biologics: Current Practice, Challenges and Opportunities - a Workshop Report. AAPS J 2025; 27:62. [PMID: 40087239 DOI: 10.1208/s12248-025-01050-9] [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: 01/02/2025] [Accepted: 02/23/2025] [Indexed: 03/17/2025] Open
Abstract
Therapeutic drug monitoring (TDM) for dose modification of biologics has the potential to improve patient outcomes. The US Food and Drug Administration (FDA) and the American Association of Pharmaceutical Scientists (AAPS) hosted the first US-based public workshop on TDM of biologics with contributions from a broad array of interested parties including healthcare providers, clinical pharmacologists, test developers, bioanalysis and immunogenicity scientists, health economics and outcomes research (HEOR) experts and regulators. The key insight was that despite a body of evidence to support TDM in certain therapeutic areas, there remain substantial challenges to widespread clinical implementation. There is a lack of consensus regarding the integration of TDM in clinical guidelines, and a lack of consensus on the cost-effectiveness of TDM; both factors contribute to the difficulty that healthcare providers face in obtaining reimbursement for TDM (both coverage of testing itself, and coverage of potential dosing modifications). The HEOR experts outlined alternative routes to obtaining reimbursement and suggested advocating for changes in coverage policies to promote TDM use in the clinic. Reaching alignment across policy makers, patients and advocacy groups, payers, and healthcare providers, on specific treatment settings where TDM will be clearly beneficial, was identified as an important step to advancing TDM implementation for the benefit of patients.
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Affiliation(s)
- Sophie Shubow
- Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | | | | | - Yow-Ming Wang
- Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Tara Altepeter
- Division of Gastroenterology, Office of New Drugs, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Daphne Guinn
- Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | | | - Joseph Kotarek
- Office of Health Technology 7, Office of Product Evaluation and Quality, Center for Devices and Radiological Health, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Diane R Mould
- Projections Research Inc., Phoenixville, Pennsylvania, USA
| | - Honghui Zhou
- Jazz pharmaceuticals, Philadelphia, Pennsylvania, USA
| | - Adam S Cheifetz
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Rachel Chevalier
- Children's Mercy Kansas City, University of Missouri-Kansas City (UMKC), Kansas City, USA
| | - Sean Gavan
- Manchester Centre for Health Economics, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
| | | | - Theo Rispens
- Amsterdam institute for Immunology and Infectious diseases, Immunology, Amsterdam, Netherlands
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4
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Kim K. Hybrid Systems of Gels and Nanoparticles for Cancer Therapy: Advances in Multifunctional Therapeutic Platforms. Gels 2025; 11:170. [PMID: 40136875 PMCID: PMC11941994 DOI: 10.3390/gels11030170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2025] [Revised: 02/23/2025] [Accepted: 02/25/2025] [Indexed: 03/27/2025] Open
Abstract
Cancer is a global health concern. Various therapeutic approaches, including chemotherapy, photodynamic therapy, and immunotherapy, have been developed for cancer treatment. Silica nanoparticles, quantum dots, and metal-organic framework (MOF)-based nanomedicines have gained interest in cancer therapy because of their selective accumulation in tumors via the enhanced permeability and retention (EPR) effect. However, bare nanoparticles face challenges including poor biocompatibility, low stability, limited drug-loading capacity, and rapid clearance by the reticuloendothelial system (RES). Gels with unique three-dimensional network structures formed through various interactions such as covalent and hydrogen bonds are emerging as promising materials for addressing these challenges. Gel hybridization enhances biocompatibility, facilitates controlled drug release, and confers cancer-targeting abilities to nanoparticles. This review discusses gel-nanoparticle hybrid systems for cancer treatment developed in the past five years and analyzes the roles of gels in these systems.
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Affiliation(s)
- Kibeom Kim
- Department of Chemistry and Life Science, Sahmyook University, Seoul 01795, Republic of Korea
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5
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Ballesta-López O, Gil-Candel M, Centelles-Oria M, Megías-Vericat JE, Solana-Altabella A, Ribes-Artero H, Nos-Mateu P, García-Pellicer J, Poveda-Andrés JL. Pharmacogenetics in Response to Biological Agents in Inflammatory Bowel Disease: A Systematic Review. Int J Mol Sci 2025; 26:1760. [PMID: 40004223 PMCID: PMC11855474 DOI: 10.3390/ijms26041760] [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: 01/16/2025] [Revised: 02/07/2025] [Accepted: 02/13/2025] [Indexed: 02/27/2025] Open
Abstract
Inflammatory bowel diseases (IBDs) are chronic inflammatory disorders influenced by microbial, environmental, genetic, and immune factors. The introduction of biological agents has transformed IBD therapy, improving symptoms, reducing complications, and enhancing patients' quality of life. However, approximately 30% of patients exhibit primary non-response, and 50% experience a loss of response over time. Genetic and non-genetic factors contribute to variability in treatment outcomes. This systematic review aims to thoroughly analyze and assess existing studies exploring the relationships between genetic variations and individual responses to biologic drugs, in order to identify genetic markers that are predictive of treatment efficacy, risk of adverse effects, or drug toxicity, thereby informing clinical practice and guiding future research. PubMed and EMBASE papers were reviewed by three independent reviewers according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses [PRISMA] guidelines. Of the 883 records screened, 99 met the inclusion criteria. The findings of this review represent an initial step toward personalized medicine in IBD, with the potential to improve clinical outcomes in biological therapy.
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Affiliation(s)
- Octavio Ballesta-López
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - Mayte Gil-Candel
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - María Centelles-Oria
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - Juan Eduardo Megías-Vericat
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - Antonio Solana-Altabella
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
- Accredited Research Group on Hematology, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - Hugo Ribes-Artero
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - Pilar Nos-Mateu
- Inflammatory Bowel Disease Unit, Gastroenterology Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - Javier García-Pellicer
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - José Luis Poveda-Andrés
- Pharmacy Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain; (O.B.-L.)
- Accredited Research Group on Pharmacy, Instituto de Investigación Sanitaria La Fe (IISLAFE), Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
- Management Department, Hospital Universitari i Politècnic La Fe, Av. Fernando Abril Martorell 106, 46026 Valencia, Spain
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6
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Yarur AJ, Dervieux T, Ungaro R, Spencer EA, Bruss A, Nunez L, Berens B, Vermeire S, Wang Z, Panetta JC, Dreesen E, Dubinsky MC. Ustekinumab Drug Clearance Is Better Associated with Disease Control than Serum Trough Concentrations in a Prospective Cohort of Inflammatory Bowel Disease. Pharmaceutics 2025; 17:187. [PMID: 40006554 PMCID: PMC11859385 DOI: 10.3390/pharmaceutics17020187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2024] [Revised: 01/27/2025] [Accepted: 01/30/2025] [Indexed: 02/27/2025] Open
Abstract
Background/Objectives: This study aimed to compare the association of ustekinumab (UST) drug clearance (CL) and trough drug concentrations with disease activity in patients with inflammatory bowel diseases (IBDs). Methods: A prospective cohort of 83 patients with IBD receiving maintenance therapy with 90 mg subcutaneous UST was analyzed using Bayesian PK modeling. UST concentrations and antibodies to UST (ATU) were collected at the trough and measured using a drug-tolerant homogenous mobility shift assay (HMSA). CL was estimated using Bayesian estimation methods with priors from a previous population pharmacokinetic study specifically reparametrized using HMSA. Outcomes were combined clinical and biochemical remission and endoscopic healing index (EHI) score, a validated marker of endoscopic active disease in IBD. Statistical analysis consisted of linear and nonlinear mixed effect models for repeated time-to-event analysis. Results: A total of 83 patients with IBD were enrolled (median age 42 years, 52% female) and evaluated across 312 dose cycles (median follow-up: 279 days, median of 3 cycles/patient). Median concentrations and CL were 5.0 µg/mL and 0.157 L/day, respectively. Most patients (89%) were exposed to other biologics before starting UST, which was associated with lower rates of clinical and biochemical remission (p = 0.01). Longitudinal changes in concentrations were not associated with remission (p = 0.53). Conversely, higher CL was associated with a lower likelihood of remission (p < 0.01). EHI > 50 points (endoscopic active disease, n = 303 cycles) was associated with higher UST CL (p < 0.01). Conclusions: UST CL was more strongly associated with clinical and biochemical outcomes than trough concentrations, highlighting its potential role in therapy optimization.
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Affiliation(s)
| | | | - Ryan Ungaro
- Mount Sinai Medical Center, New York, NY 10029, USA; (R.U.); (E.A.S.)
| | | | - Alexandra Bruss
- Medical College of Wisconsin, Milwaukee, WI 53226, USA; (A.B.); (L.N.); (B.B.)
| | - Lizbeth Nunez
- Medical College of Wisconsin, Milwaukee, WI 53226, USA; (A.B.); (L.N.); (B.B.)
| | - Brandon Berens
- Medical College of Wisconsin, Milwaukee, WI 53226, USA; (A.B.); (L.N.); (B.B.)
| | - Séverine Vermeire
- KU Leuven, Department of Gastroenterology, Pharmacometrics, 3000 Leuven, Belgium; (S.V.); (Z.W.); (E.D.)
| | - Zhigang Wang
- KU Leuven, Department of Gastroenterology, Pharmacometrics, 3000 Leuven, Belgium; (S.V.); (Z.W.); (E.D.)
| | - John C. Panetta
- St Jude Children’s Research Hospital, Memphis, TN 38016, USA;
| | - Erwin Dreesen
- KU Leuven, Department of Gastroenterology, Pharmacometrics, 3000 Leuven, Belgium; (S.V.); (Z.W.); (E.D.)
| | - Marla C. Dubinsky
- Mount Sinai Medical Center, New York, NY 10029, USA; (R.U.); (E.A.S.)
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7
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Fansiwala K, Sauk JS. Small Molecules, Big Results: How JAK Inhibitors Have Transformed the Treatment of Patients with IBD. Dig Dis Sci 2025; 70:469-477. [PMID: 39704903 PMCID: PMC11839791 DOI: 10.1007/s10620-024-08792-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Accepted: 12/06/2024] [Indexed: 12/21/2024]
Abstract
Small molecule Janus kinase (JAK) inhibitors have revolutionized the management of ulcerative colitis (UC) and Crohn's disease (CD) through their low immunogenicity, safety, and consistent pharmacologic response that are superior to existing therapeutic options. In this perspective, we highlight existing evidence supporting the use of currently approved JAK inhibitors (upadacitinib, tofacitinib, and filgotinib) for UC or CD, additionally emphasizing the evidence for their use in related autoimmune conditions such as rheumatoid arthritis and spondyloarthropathies. Our perspective concludes with a review of the existing comparative effectiveness literature, which positions JAK inhibitors, particularly upadacitinib, favorably compared with other biologic therapies. This perspective is paired with a companion publication highlighting the origins and development of JAK inhibitors and a more in-depth review of their pathophysiologic mechanisms.
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Affiliation(s)
- Kush Fansiwala
- Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.
| | - Jenny S Sauk
- Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
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8
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Nielsen OH, Hammerhøj A, Ainsworth MA, Gubatan J, D'Haens G. Immunogenicity of Therapeutic Antibodies Used for Inflammatory Bowel Disease: Treatment and Clinical Considerations. Drugs 2025; 85:67-85. [PMID: 39532820 DOI: 10.1007/s40265-024-02115-3] [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] [Accepted: 10/15/2024] [Indexed: 11/16/2024]
Abstract
The introduction of tumor necrosis factor inhibitors has led to a paradigm shift in the management of inflammatory bowel disease (IBD). The subsequent introduction of both anti-integrins and cytokine blockers has since expanded the biologic armamentarium. However, immunogenicity, defined as the production of anti-drug antibodies (ADAs) to the prescribed biopharmaceutical, means a significant fraction of patients exposed to biologic agents will experience a secondary loss of response to one or more of the drugs. In clinical settings, immunogenicity may be caused by several factors, both patient related (e.g., underlying chronic disease, systemic immune burden, including previous biologic therapy failure, and [epi]genetic background) and treatment related (e.g., dose and administration regimens, drug physical structure, photostability, temperature, and agitation). Here, we outline these elements in detail to enhance biopharmaceutical delivery and therapy for patients with IBD. Moreover, concurrent immunomodulator medication may reduce the risks of ADA generation, especially when using the chimeric drug infliximab. Summarizing the latest developments and knowledge in the field, this review aims to provide strategies to prevent ADA production and information on managing non-responsiveness or loss of response to biologics. Better understanding of the molecular mechanisms underlying the formation of ADAs and the critical factors influencing the immunogenicity of biopharmaceuticals may lead to improved health outcomes in the IBD community that may benefit both the individual patient and society through lower healthcare expenses.
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Affiliation(s)
- Ole Haagen Nielsen
- Department of Gastroenterology D112, Herlev Hospital, University of Copenhagen, Borgmester Ib Juuls Vej 1, 2730 Herlev, Copenhagen, Denmark.
| | - Alexander Hammerhøj
- Department of Gastroenterology D112, Herlev Hospital, University of Copenhagen, Borgmester Ib Juuls Vej 1, 2730 Herlev, Copenhagen, Denmark
| | - Mark Andrew Ainsworth
- Department of Gastroenterology, Odense University Hospital, University of Southern Denmark, Odense, Denmark
| | - John Gubatan
- Department of Gastroenterology & Hepatology, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Geert D'Haens
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Amsterdam, The Netherlands
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9
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Jovanović M, Homšek A, Marković S, Kralj Đ, Svorcan P, Knežević Ivanovski T, Odanović O, Vučićević K. Review and External Evaluation of Population Pharmacokinetic Models for Vedolizumab in Patients with Inflammatory Bowel Disease: Assessing Predictive Performance and Clinical Applicability. Biomedicines 2024; 13:43. [PMID: 39857627 PMCID: PMC11762475 DOI: 10.3390/biomedicines13010043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Revised: 12/21/2024] [Accepted: 12/25/2024] [Indexed: 01/27/2025] Open
Abstract
BACKGROUND/OBJECTIVES Several population pharmacokinetic models of vedolizumab (VDZ) are available for inflammatory bowel disease (IBD) patients. However, their predictive performance in real-world clinical settings remains unknown. This study aims to externally evaluate the published VDZ pharmacokinetic models, focusing on their predictive performance and simulation-based clinical applicability. METHODS A literature search was conducted through PubMed to identify VDZ population pharmacokinetic models. A total of 114 VDZ concentrations from 106 IBD patients treated at the University Medical Center "Zvezdara", Republic of Serbia, served as the external evaluation cohort. The predictive performance of the models was assessed using prediction- and simulation-based diagnostics. Furthermore, the models were utilized for Monte Carlo simulations to generate concentration-time profiles based on 24 covariate combinations specified within the models. RESULTS Four published pharmacokinetic models of VDZ were included in the evaluation. Using the external dataset, the median prediction error (MDPE) ranged from 13.82% to 25.57%, while the median absolute prediction error (MAPE) varied between 41.64% and 47.56%. None of the models fully met the combined criteria in the prediction-based diagnostics. However, in simulation-based diagnostics, pvcVPC showed satisfactory results, despite wide prediction intervals. Analysis of NPDE revealed that only the models by Rosario et al. and Okamoto et al. fulfilled the evaluation criteria. Simulation analysis further demonstrated that the median VDZ concentration remains above 12 μg/mL at week 22 during maintenance treatment for approximately 45-60% of patients with the best-case covariate combinations and an 8-week dosing frequency. CONCLUSIONS None of the published models satisfied the combined criteria (MDPE, MAPE, percentages of prediction error within ±20% and ±30%), rendering them unsuitable for a priori predictions. However, two models demonstrated better suitability for simulation-based applications.
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Affiliation(s)
- Marija Jovanović
- Department of Pharmacokinetics and Clinical Pharmacy, Faculty of Pharmacy, University of Belgrade, 11221 Belgrade, Serbia
| | - Ana Homšek
- Department of Pharmacokinetics and Clinical Pharmacy, Faculty of Pharmacy, University of Belgrade, 11221 Belgrade, Serbia
| | - Srđan Marković
- Department of Gastroenterology and Hepatology, University Hospital Medical Center “Zvezdara”, 11000 Belgrade, Serbia
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Đorđe Kralj
- Department of Gastroenterology and Hepatology, University Hospital Medical Center “Zvezdara”, 11000 Belgrade, Serbia
| | - Petar Svorcan
- Department of Gastroenterology and Hepatology, University Hospital Medical Center “Zvezdara”, 11000 Belgrade, Serbia
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Tamara Knežević Ivanovski
- Department of Gastroenterology and Hepatology, University Hospital Medical Center “Zvezdara”, 11000 Belgrade, Serbia
| | - Olga Odanović
- Department of Gastroenterology and Hepatology, University Hospital Medical Center “Zvezdara”, 11000 Belgrade, Serbia
| | - Katarina Vučićević
- Department of Pharmacokinetics and Clinical Pharmacy, Faculty of Pharmacy, University of Belgrade, 11221 Belgrade, Serbia
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10
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Iniesta-Navalón C, Ríos-Saorín M, Rentero-Redondo L, Añez-Castaño R, Urbieta-Sanz E. Comparative evaluation of point of care assay with ELISA techniques for quantifying serum concentrations of ustekinumab in inflammatory bowel disease patients. GASTROENTEROLOGIA Y HEPATOLOGIA 2024:S0210-5705(24)00284-X. [PMID: 39442691 DOI: 10.1016/j.gastrohep.2024.502277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 10/07/2024] [Accepted: 10/14/2024] [Indexed: 10/25/2024]
Abstract
OBJECTIVES To evaluate the analytical performance and clinical utility of the POC-AFIAS assay in comparison with two ELISA established assays for quantifying serum concentrations of ustekinumab. METHODS A prospective study was conducted. Consecutive serum samples from adult patients undergoing treatment with ustekinumab were collected. Three analytical techniques were compared for the quantification of ustekinumab serum concentrations: the AFIAS-10® POC assay (POC-AFIAS), the Promonitor® ELISA assay (ELISA-PRO), and the ELISA Ridascreen® assay (ELISA-RDSC). Ustekinumab concentrations were evaluated within three therapeutic ranges: <1μg/mL, 1-4.5μg/mL, and >4.5μg/mL. Statistical analysis included Pearson correlation, intra-class correlation coefficient, and Bland-Altman analysis. RESULTS A total of 104 patients were included in the study. The median ustekinumab concentrations measured were 5.22μg/mL (POC-AFIAS), 3.99μg/mL (ELISA-PRO), and 4.50μg/mL (ELISA-RDSC). Strong correlations were observed between techniques (POC-AFIAS and ELISA-PRO: r=0.921, POC-AFIAS and ELISA-RDSC: r=0.940, ELISA-PRO and ELISA-RDSC: r=0.976). The Bland-Altman analysis revealed a bias difference of 1.81μg/mL between POC-AFIAS and ELISA-PRO, and 1.27μg/mL between POC-AFIAS and ELISA-RDSC. Agreement rates varied by therapeutic range, with the highest agreement observed within the therapeutic range (97.3%) and lower agreement for supra-therapeutic concentrations (74.6%). CONCLUSION This study demonstrated that the POC-AFIAS assay provides comparable results to established ELISA techniques for quantifying serum concentrations of ustekinumab, particularly within the therapeutic range. The findings suggest that the POC-AFIAS assay offers a rapid and effective tool for managing ustekinumab therapy in clinical practice.
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Affiliation(s)
- Carles Iniesta-Navalón
- Department of Hospital Pharmacy, Reina Sofia Hospital of Murcia, Spain; Clinical Pharmacokinetics and Applied Pharmacotherapy Group, Biomedical Research Institute of Murcia (IMIB-Pascual Parrilla), Spain; Department of Pharmacology, School of Medicine, University of Murcia, Murcia, Spain.
| | - Manuel Ríos-Saorín
- Department of Hospital Pharmacy, Reina Sofia Hospital of Murcia, Spain; Clinical Pharmacokinetics and Applied Pharmacotherapy Group, Biomedical Research Institute of Murcia (IMIB-Pascual Parrilla), Spain
| | - Lorena Rentero-Redondo
- Department of Hospital Pharmacy, Reina Sofia Hospital of Murcia, Spain; Clinical Pharmacokinetics and Applied Pharmacotherapy Group, Biomedical Research Institute of Murcia (IMIB-Pascual Parrilla), Spain
| | | | - Elena Urbieta-Sanz
- Department of Hospital Pharmacy, Reina Sofia Hospital of Murcia, Spain; Clinical Pharmacokinetics and Applied Pharmacotherapy Group, Biomedical Research Institute of Murcia (IMIB-Pascual Parrilla), Spain; Department of Pharmacology, School of Medicine, University of Murcia, Murcia, Spain
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11
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Roblin X, Little RD, Mathieu N, Paul S, Nancey S, Barrau M, Sparrow MP. Therapeutic drug monitoring in inflammatory bowel disease: recent developments. Expert Rev Gastroenterol Hepatol 2024; 18:575-586. [PMID: 39382556 DOI: 10.1080/17474124.2024.2409300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 09/03/2024] [Accepted: 09/23/2024] [Indexed: 10/10/2024]
Abstract
INTRODUCTION Therapeutic Drug Monitoring (TDM) has an important role in the management of inflammatory bowel disease (IBD) patients on infliximab (IFX) or adalimumab and is recommended in IBD patients presenting a loss of response under anti TNF agent. But, TDM was not recommended for others biotherapies. AREAS COVERED Analyzing all publications about TDM and biologics in IBD patients, we reported the major results for each biotherapy. EXPERT OPINION Emerging data suggest that TDM will probably be similarly useful forIFX SC. In contrast, there is no demonstrated clinical benefit to the use of TDM with golimumab. For vedolizumab results for the use of both reactive and proactive TDM are discordant. For ustekinumab, data supports the existence of an exposure response relationship, albeit of a lesser magnitude than with anti-TNF agents. Finally, recent data from small case series suggests that TDM could be valuable in optimizing anti-IL23 agents, particularly risankizumab, but this requires further clarification. Consistent with the new concept of 'proactive' strategy, recent data support the utility of dashboard-driven model informed precision dosing (MIDP) of anti-TNF agents, in particular infliximab. Dashboards are software systems using Bayesian population pharmacokinetic modelling to individualize recommendations for target drug levels.
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Affiliation(s)
- Xavier Roblin
- Gastroenterology, University Hospital of Saint Etienne, Saint Etienne, France
- IBD Private Institute Echirolles, Echirolles, France
| | - Robert D Little
- Department of Gastroenterology, Alfred Health and Monash University, Melbourne, Australia
| | | | - Stephane Paul
- Immunology, University Hospital of Saint Etienne, Saint Etienne, France
| | | | - Mathide Barrau
- Gastroenterology, University Hospital of Saint Etienne, Saint Etienne, France
| | - Miles P Sparrow
- Department of Gastroenterology, Alfred Health and Monash University, Melbourne, Australia
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Ebach DR, Jester TW, Galanko JA, Firestine AM, Ammoury R, Cabrera J, Bass J, Minar P, Olano K, Margolis P, Sandberg K, Linnville TM, Kaplan J, Pitch L, Steiner SJ, Bass D, Moses J, Adler J, Gulati AS, Wali P, Pashankar D, Ivanova A, Herfarth H, Wohl DA, Benkov KJ, Strople J, Sullivan J, Tung J, Molle-Rios Z, Saeed SA, Bousvaros A, Kappelman MD. High Body Mass Index and Response to Anti-Tumor Necrosis Factor Therapy in Pediatric Crohn's Disease. Am J Gastroenterol 2024; 119:1110-1116. [PMID: 38445644 PMCID: PMC11150092 DOI: 10.14309/ajg.0000000000002741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 02/14/2024] [Indexed: 03/07/2024]
Abstract
INTRODUCTION Obesity is common among patients with pediatric Crohn's disease (PCD). Some adult studies suggest obese patients respond less well to anti-tumor necrosis factor (TNF) treatment. This study sought compares anti-TNF response and anti-TNF levels between pediatric patients with normal and high body mass index (BMI). METHODS The COMBINE trial compared anti-TNF monotherapy with combination therapy with methotrexate in patients with PCD. In this secondary analysis, a comparison of time-to-treatment failure among patients with normal BMI vs BMI Z -score >1, adjusting for prescribed anti-TNF (infliximab [IFX] or adalimumab [ADA]), trial treatment assignment (combination vs monotherapy), and relevant covariates. Median anti-TNF levels across BMI category was also examined. RESULTS Of 224 participants (162 IFX initiators and 62 ADA initiators), 111 (81%) had a normal BMI and 43 (19%) had a high BMI. High BMI was associated with treatment failure among ADA initiators (7/10 [70%] vs 12/52 [23%], hazard ratio 0.29, P = 0.007) but not IFX initiators. In addition, ADA-treated patients with a high BMI had lower ADA levels compared with those with normal BMI (median 5.8 vs 12.8 μg/mL, P = 0.02). IFX trough levels did not differ between BMI groups. DISCUSSION Overweight and obese patients with PCD are more likely to experience ADA treatment failure than those with normal BMI. Higher BMI was associated with lower drug trough levels. Standard ADA dosing may be insufficient for overweight children with PCD. Among IFX initiators, there was no observed difference in clinical outcomes or drug levels, perhaps due to weight-based dosing and/or greater use of proactive drug monitoring.
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Affiliation(s)
- Dawn R Ebach
- Division of Gastroenterology, Hepatology, Pancreatology, and Nutrition, University of Iowa, Iowa City, Iowa, USA
| | - Traci W Jester
- Division of Gastroenterology and Hepatology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Joseph A Galanko
- Department of Pediatrics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Ann M Firestine
- Department of Pediatrics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Rana Ammoury
- Department of Pediatrics, Children's Hospital of The King's Daughters, Norfolk, Virginia, USA
| | - Jose Cabrera
- Department of Pediatrics, Children's Hospital of Wisconsin, Milwaukee, Wisconsin, USA
| | - Julie Bass
- Department of Pediatrics, Children's Mercy Medical Center, UMKC School of Medicine, Kansas City, Missouri, USA
| | - Phillip Minar
- Department of Pediatrics, Cincinnati Children's Medical Center, Cincinnati, Ohio, USA
| | - Kelly Olano
- Department of Pediatrics, Cincinnati Children's Medical Center, Cincinnati, Ohio, USA
| | - Peter Margolis
- Department of Pediatrics, Cincinnati Children's Medical Center, Cincinnati, Ohio, USA
| | - Kelly Sandberg
- Boonshoft School of Medicine, Wright State University and Department of Medical Affairs, Dayton Children's Hospital, Dayton, Ohio, USA
| | - Tiffany M Linnville
- Department of Pediatrics, Atrium Health Levine Children's Hospital, Charlotte, North Carolina, USA
| | - Jess Kaplan
- Division of Pediatric Gastroenterology, Mass General Hospital for Children, Boston, Massachusetts, USA
| | | | - Steven J Steiner
- Department of Pediatrics, Riley Hospital for Children, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Dorsey Bass
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Stanford Medicine Children's Health, Palo Alto, California, USA
| | - Jonathan Moses
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Stanford Medicine Children's Health, Palo Alto, California, USA
| | - Jeremy Adler
- Department of Pediatrics, University of Michigan-C.S. Mott Children's Hospital, Ann Arbor, Michigan, USA
| | - Ajay S Gulati
- Department of Pediatrics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Prateek Wali
- Karjoo Family Center for Pediatric Gastroenterology, Hepatology, and Nutrition, Upstate Golisano Children's Hospital, SUNY Upstate Medical Center, Syracuse, New York, USA
| | - Dinesh Pashankar
- Pediatric Gastroenterology and Hepatology, Yale New Haven Children's Hospital, Yale School of Medicine, New Haven, Connecticut, USA
| | - Anastasia Ivanova
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Hans Herfarth
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - David A Wohl
- University of North Carolina Institute of Global Health and Infectious Diseases, Chapel Hill, North Carolina, USA
| | - Keith J Benkov
- Division of Pediatric Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Jennifer Strople
- Division of Pediatric Gastroenterology, Ann & Robert Lurie Children's Hospital, Northwestern Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jillian Sullivan
- Children's Hospital of Vermont, University of Vermont, Burlington, Vermont, USA
| | - Jeanne Tung
- Oklahoma Children's Hospital, University of Oklahoma, Oklahoma City, Oklahoma, USA
| | | | - Shehzad A Saeed
- Boonshoft School of Medicine, Wright State University and Department of Medical Affairs, Dayton Children's Hospital, Dayton, Ohio, USA
| | - Athos Bousvaros
- Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Michael D Kappelman
- Department of Pediatrics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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Kim K, Park MH. Role of Functionalized Peptides in Nanomedicine for Effective Cancer Therapy. Biomedicines 2024; 12:202. [PMID: 38255307 PMCID: PMC10813321 DOI: 10.3390/biomedicines12010202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 01/05/2024] [Accepted: 01/12/2024] [Indexed: 01/24/2024] Open
Abstract
Peptide-functionalized nanomedicine, which addresses the challenges of specificity and efficacy in drug delivery, is emerging as a pivotal approach for cancer therapy. Globally, cancer remains a leading cause of mortality, and conventional treatments, such as chemotherapy, often lack precision and cause adverse effects. The integration of peptides into nanomedicine offers a promising solution for enhancing the targeting and delivery of therapeutic agents. This review focuses on the three primary applications of peptides: cancer cell-targeting ligands, building blocks for self-assembling nanostructures, and elements of stimuli-responsive systems. Nanoparticles modified with peptides improved targeting of cancer cells, minimized damage to healthy tissues, and optimized drug delivery. The versatility of self-assembled peptide structures makes them an innovative vehicle for drug delivery by leveraging their biocompatibility and diverse nanoarchitectures. In particular, the mechanism of cell death induced by self-assembled structures offers a novel approach to cancer therapy. In addition, peptides in stimuli-responsive systems enable precise drug release in response to specific conditions in the tumor microenvironment. The use of peptides in nanomedicine not only augments the efficacy and safety of cancer treatments but also suggests new research directions. In this review, we introduce systems and functionalization methods using peptides or peptide-modified nanoparticles to overcome challenges in the treatment of specific cancers, including breast cancer, lung cancer, colon cancer, prostate cancer, pancreatic cancer, liver cancer, skin cancer, glioma, osteosarcoma, and cervical cancer.
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Affiliation(s)
- Kibeom Kim
- Convergence Research Center, Nanobiomaterials Institute, Sahmyook University, Seoul 01795, Republic of Korea;
- Department of Chemistry and Life Science, Sahmyook University, Seoul 01795, Republic of Korea
| | - Myoung-Hwan Park
- Convergence Research Center, Nanobiomaterials Institute, Sahmyook University, Seoul 01795, Republic of Korea;
- Department of Chemistry and Life Science, Sahmyook University, Seoul 01795, Republic of Korea
- Department of Convergence Science, Sahmyook University, Seoul 01795, Republic of Korea
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Green P, Schneider A, Lange J. Navigating large-volume subcutaneous injections of biopharmaceuticals: a systematic review of clinical pipelines and approved products. MAbs 2024; 16:2402713. [PMID: 39279181 PMCID: PMC11407384 DOI: 10.1080/19420862.2024.2402713] [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: 07/15/2024] [Revised: 09/04/2024] [Accepted: 09/05/2024] [Indexed: 09/18/2024] Open
Abstract
Subcutaneous (SC) administration is transforming the delivery of biopharmaceuticals, facilitating care in a variety of healthcare settings, including home self-treatment. Large-volume single SC doses have gained attention for their potential to expand therapeutic applications and improve long-term, patient-centric dosing regimens, often at a reduced SC injection frequency. However, a systematic understanding of dose volumes and frequencies for large-volume (>2.0 mL) SC biopharmaceuticals (LVSCs) is lacking. Accordingly, this study systematically reviewed clinical-stage and approved intravenous (IV) and SC biopharmaceuticals, identifying 182 LVSCs - predominantly monoclonal or bispecific antibodies - which correspond to approximately 15% of all IV and SC biopharmaceuticals. These LVSCs are designed to target cancer and a range of non-cancer chronic disease states, including autoimmune, neurological, and cardiovascular diseases. Results show that anti-cancer LVSCs (n = 75) typically require 5.0 to 20.0 mL doses every three weeks and are administered by healthcare professionals. In contrast, non-cancer LVSCs (n = 107), which are typically self-administered monthly, show more significant dosing variability, with < 5.0 mL being the predominant volume range. Furthermore, the study identified a substantial clinical pipeline of potential LVSCs, many of which are being injected at increasingly lower dosing frequencies, suggesting significant future growth in this area. Most non-cancer LVSCs are currently undergoing clinical trials via the SC route, whereas the majority of the cancer LVSCs are being administered IV and require transition to the SC route. These findings highlight the importance of developing large-volume drug delivery systems and novel formulations to reduce injection volumes. The analysis provides valuable guidance for new product development, as well as for marketing and commercialization strategies in the rapidly evolving LVSC landscape.
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Affiliation(s)
| | | | - Jakob Lange
- Delivery Systems, Ypsomed AG, Burgdorf, Switzerland
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