Literature DB >> 27739008

Pharmacokinetic Dashboard-Recommended Dosing Is Different than Standard of Care Dosing in Infliximab-Treated Pediatric IBD Patients.

Marla C Dubinsky1, Becky L Phan2, Namita Singh3, Shervin Rabizadeh3, Diane R Mould4.   

Abstract

Standard of care (SOC; combination of 5-10 mg/kg and an interval every 6-8 weeks) dosing of infliximab (IFX) is associated with significant loss of response. Dashboards using covariates that influence IFX pharmacokinetics (PK) may be a more precise way of optimizing anti-TNF dosing. We tested a prototype dashboard to compare forecasted dosing regimens with actual administered regimens and SOC. Fifty IBD patients completing IFX induction were monitored during maintenance (weeks 14-54). Clinical and laboratory data were collected at each infusion; serum was analyzed for IFX concentrations and anti-drug antibodies (ADA) at weeks 14 and 54 (Prometheus Labs, San Diego). Dosing was blinded to PK data. Dashboard-based assessments were conducted on de-identified clinical, laboratory, and PK data. Bayesian algorithms were used to forecast individualized troughs and determine optimal dosing to maintain target trough concentrations (3 μg/mL). Dashboard forecasted dosing post-week 14 was compared to actual administered dose and frequency and SOC. Using week 14 clinical data only, the dashboard recommended either a dose or an interval change (<0.5 mg/kg or <1 week difference) in 43/50 patients; only 44% recommended to have SOC dosing. When IFX14 concentration and ADA status were added to clinical data, dose and/or interval changes based on actual dosing were recommended in 48/50 (96%) patients; SOC dosing was recommended in only 11/50 (22%). Dashboard recommended SOC IFX dosing in a minority of patients. Dashboards will be an important tool to individualize IFX dosing to improve treatment durability.

Entities:  

Keywords:  anti-drug antibodies; dashboards; decision support tools; inflammatory bowel disease; infliximab; personalized medicine; therapeutic monitoring; trough concentrations

Mesh:

Substances:

Year:  2016        PMID: 27739008     DOI: 10.1208/s12248-016-9994-y

Source DB:  PubMed          Journal:  AAPS J        ISSN: 1550-7416            Impact factor:   4.009


  25 in total

1.  Infliximab maintenance treatment reduces hospitalizations, surgeries, and procedures in fistulizing Crohn's disease.

Authors:  Gary R Lichtenstein; Songkai Yan; Mohan Bala; Marion Blank; Bruce E Sands
Journal:  Gastroenterology       Date:  2005-04       Impact factor: 22.682

2.  Association of trough serum infliximab to clinical outcome after scheduled maintenance treatment for Crohn's disease.

Authors:  Elana A Maser; Renata Villela; Mark S Silverberg; Gordon R Greenberg
Journal:  Clin Gastroenterol Hepatol       Date:  2006-08-22       Impact factor: 11.382

Review 3.  Dashboard systems: Pharmacokinetic/pharmacodynamic mediated dose optimization for monoclonal antibodies.

Authors:  Diane R Mould; Marla C Dubinsky
Journal:  J Clin Pharmacol       Date:  2015-03       Impact factor: 3.126

4.  Antibody response to infliximab and its impact on pharmacokinetics can be transient.

Authors:  Niels Vande Casteele; Ann Gils; Sharat Singh; Linda Ohrmund; Scott Hauenstein; Paul Rutgeerts; Séverine Vermeire
Journal:  Am J Gastroenterol       Date:  2013-02-19       Impact factor: 10.864

5.  Influence of immunogenicity on the long-term efficacy of infliximab in Crohn's disease.

Authors:  Filip Baert; Maja Noman; Severine Vermeire; Gert Van Assche; Geert D' Haens; An Carbonez; Paul Rutgeerts
Journal:  N Engl J Med       Date:  2003-02-13       Impact factor: 91.245

6.  Individual adaptive dosing of topotecan in ovarian cancer.

Authors:  Ashraf Montazeri; Stéphane Culine; Brigitte Laguerre; Frédéric Pinguet; François Lokiec; Nicolas Albin; Alain Goupil; Régine Déporte-Féty; Roland Bugat; Pierre Canal; Etienne Chatelut
Journal:  Clin Cancer Res       Date:  2002-02       Impact factor: 12.531

7.  Addition of an immunomodulator to infliximab therapy eliminates antidrug antibodies in serum and restores clinical response of patients with inflammatory bowel disease.

Authors:  Shomron Ben-Horin; Matti Waterman; Uri Kopylov; Miri Yavzori; Orit Picard; Ella Fudim; Halim Awadie; Batia Weiss; Yehuda Chowers
Journal:  Clin Gastroenterol Hepatol       Date:  2012-10-24       Impact factor: 11.382

Review 8.  Therapeutic drug monitoring in patients with inflammatory bowel disease.

Authors:  Andres J Yarur; Maria T Abreu; Amar R Deshpande; David H Kerman; Daniel A Sussman
Journal:  World J Gastroenterol       Date:  2014-04-07       Impact factor: 5.742

9.  The impact of biologics on health-related quality of life in patients with inflammatory bowel disease.

Authors:  Lauran Vogelaar; Adriaan Van't Spijker; C Janneke van der Woude
Journal:  Clin Exp Gastroenterol       Date:  2009-09-25

10.  Postinduction serum infliximab trough level and decrease of C-reactive protein level are associated with durable sustained response to infliximab: a retrospective analysis of the ACCENT I trial.

Authors:  Freddy Cornillie; Stephen B Hanauer; Robert H Diamond; Jianping Wang; Kezhen L Tang; Zhenhua Xu; Paul Rutgeerts; Séverine Vermeire
Journal:  Gut       Date:  2014-01-28       Impact factor: 23.059

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  13 in total

1.  Therapeutics for Inflammatory Bowel Diseases in Children and Adolescents: A Focus on Biologics and an Individualized Treatment Paradigm.

Authors:  Suruchi Batra; Laurie S Conklin
Journal:  Handb Exp Pharmacol       Date:  2020

Review 2.  Dashboards for Therapeutic Monoclonal Antibodies: Learning and Confirming.

Authors:  Diane R Mould; Richard N Upton; Jessica Wojciechowski; Becky L Phan; Stacy Tse; Marla C Dubinsky
Journal:  AAPS J       Date:  2018-06-14       Impact factor: 4.009

3.  A Critique of Pharmacokinetic Calculators for Drug Dosing Individualization.

Authors:  Slobodan M Janković
Journal:  Eur J Drug Metab Pharmacokinet       Date:  2020-04       Impact factor: 2.441

4.  Improved Population Pharmacokinetic Model for Predicting Optimized Infliximab Exposure in Pediatric Inflammatory Bowel Disease.

Authors:  Laura E Bauman; Ye Xiong; Tomoyuki Mizuno; Philip Minar; Tsuyoshi Fukuda; Min Dong; Michael J Rosen; Alexander A Vinks
Journal:  Inflamm Bowel Dis       Date:  2020-02-11       Impact factor: 5.325

5.  UK National Survey of Gastroenterologists' attitudes and barriers toward therapeutic drug monitoring of anti-TNF therapy in inflammatory bowel disease.

Authors:  Gaurav B Nigam; Shadab Nayeemuddin; Evangelos Kontopantelis; Bu'Hussain Hayee; Jimmy K Limdi
Journal:  Frontline Gastroenterol       Date:  2020-01-24

6.  A Mobile Infliximab Dosing Calculator for Therapy Optimization in Inflammatory Bowel Disease.

Authors:  Travis Piester; Adam Frymoyer; Megan Christofferson; Helen Yu; Dorsey Bass; K T Park
Journal:  Inflamm Bowel Dis       Date:  2018-01-18       Impact factor: 5.325

7.  Effectiveness of long-term infliximab use and impact of treatment adherence on disease control in refractory, non-infectious pediatric uveitis.

Authors:  Virginia Miraldi Utz; Sabrina Bulas; Sarah Lopper; Matthew Fenchel; Ting Sa; Mitul Mehta; Daniel Ash; Daniel J Lovell; Adam H Kaufman
Journal:  Pediatr Rheumatol Online J       Date:  2019-11-29       Impact factor: 3.054

Review 8.  Modeling Pharmacokinetics and Pharmacodynamics of Therapeutic Antibodies: Progress, Challenges, and Future Directions.

Authors:  Yu Tang; Yanguang Cao
Journal:  Pharmaceutics       Date:  2021-03-21       Impact factor: 6.321

9.  Reinforcement learning and Bayesian data assimilation for model-informed precision dosing in oncology.

Authors:  Corinna Maier; Niklas Hartung; Charlotte Kloft; Wilhelm Huisinga; Jana de Wiljes
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2021-03-07

Review 10.  Individualized Dosing of Therapeutic Monoclonal Antibodies-a Changing Treatment Paradigm?

Authors:  Anne S Strik; Yow-Ming C Wang; Laura E Ruff; William Yashar; Bradley T Messmer; Diane R Mould
Journal:  AAPS J       Date:  2018-09-05       Impact factor: 4.009

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