Optimization of infliximab therapy in inflammatory bowel disease using a dashboard approach—an Indian experience

Purpose Infliximab (IFX) therapy in inflammatory bowel disease (IBD) is associated with loss of response in half the patients, due to complex pharmacokinetic and immunological factors. Dashboard’s Bayesian algorithms use information from model and individual multivariate determinants of IFX concentr...

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Veröffentlicht in:European journal of clinical pharmacology 2021, Vol.77 (1), p.55-62
Hauptverfasser: Dave, Mihika B., Dherai, Alpa J., Desai, Devendra C., Mould, Diane R., Ashavaid, Tester F.
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container_issue 1
container_start_page 55
container_title European journal of clinical pharmacology
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creator Dave, Mihika B.
Dherai, Alpa J.
Desai, Devendra C.
Mould, Diane R.
Ashavaid, Tester F.
description Purpose Infliximab (IFX) therapy in inflammatory bowel disease (IBD) is associated with loss of response in half the patients, due to complex pharmacokinetic and immunological factors. Dashboard’s Bayesian algorithms use information from model and individual multivariate determinants of IFX concentration and can predict dose and dosing interval. Aim To compare measured IFX concentrations in our laboratory with values predicted by iDose dashboard system and report its efficacy in managing patients not responding to conventional dosing schedule. Method Clinical history, demographic details, and laboratory findings such as albumin and C-reactive protein (CRP) data of IBD patients ( n = 30; median age 23 years (IQR: 14.25 – 33.5)) referred for IFX drug monitoring in our laboratory from November 2017 to November 2019 were entered in iDose software. The IFX concentration predicted by iDose based on this information was compared with that measured in our laboratory. In addition, a prospective dashboard-guided dosing was prescribed in 11 of these 30 patients not responding to conventional dosing and was followed to assess their clinical outcome. Result IFX monitoring in our 30 patients had shown therapeutic concentration in 12, supratherapeutic in 2 and subtherapeutic concentration in 16 patients. The iDose predicted concentration showed concordance in 21 of these 30 patients. Of 11 patients managed with iDose-assisted prospective dosing, 8 achieved clinical remission, 2 showed partial response, and one developed antibodies. Conclusion Retrospective data analysis showed concordance between laboratory measured and iDose-predicted IFX level in 70% of patients. iDose-assisted management achieved clinical remission and cost reduction.
doi_str_mv 10.1007/s00228-020-02975-0
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Dashboard’s Bayesian algorithms use information from model and individual multivariate determinants of IFX concentration and can predict dose and dosing interval. Aim To compare measured IFX concentrations in our laboratory with values predicted by iDose dashboard system and report its efficacy in managing patients not responding to conventional dosing schedule. Method Clinical history, demographic details, and laboratory findings such as albumin and C-reactive protein (CRP) data of IBD patients ( n = 30; median age 23 years (IQR: 14.25 – 33.5)) referred for IFX drug monitoring in our laboratory from November 2017 to November 2019 were entered in iDose software. The IFX concentration predicted by iDose based on this information was compared with that measured in our laboratory. In addition, a prospective dashboard-guided dosing was prescribed in 11 of these 30 patients not responding to conventional dosing and was followed to assess their clinical outcome. Result IFX monitoring in our 30 patients had shown therapeutic concentration in 12, supratherapeutic in 2 and subtherapeutic concentration in 16 patients. The iDose predicted concentration showed concordance in 21 of these 30 patients. Of 11 patients managed with iDose-assisted prospective dosing, 8 achieved clinical remission, 2 showed partial response, and one developed antibodies. Conclusion Retrospective data analysis showed concordance between laboratory measured and iDose-predicted IFX level in 70% of patients. iDose-assisted management achieved clinical remission and cost reduction.</description><identifier>ISSN: 0031-6970</identifier><identifier>EISSN: 1432-1041</identifier><identifier>DOI: 10.1007/s00228-020-02975-0</identifier><identifier>PMID: 32803288</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Bayesian analysis ; Biomedical and Life Sciences ; Biomedicine ; C-reactive protein ; Dosage ; Immunotherapy ; Inflammatory bowel disease ; Inflammatory bowel diseases ; Infliximab ; Intestine ; Laboratories ; Monoclonal antibodies ; Pharmacokinetics and Disposition ; Pharmacology/Toxicology ; Remission ; Therapeutic drug monitoring ; TNF inhibitors ; Tumor necrosis factor-α</subject><ispartof>European journal of clinical pharmacology, 2021, Vol.77 (1), p.55-62</ispartof><rights>Springer-Verlag GmbH Germany, part of Springer Nature 2020. corrected publication September 2020</rights><rights>Springer-Verlag GmbH Germany, part of Springer Nature 2020. corrected publication September 2020.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c375t-8edffa3443c6b0b716df6a3a86184f7f08d2f009731bfabb32ec6e8ffff278f33</citedby><cites>FETCH-LOGICAL-c375t-8edffa3443c6b0b716df6a3a86184f7f08d2f009731bfabb32ec6e8ffff278f33</cites><orcidid>0000-0002-5574-3798</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s00228-020-02975-0$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s00228-020-02975-0$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27915,27916,41479,42548,51310</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32803288$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Dave, Mihika B.</creatorcontrib><creatorcontrib>Dherai, Alpa J.</creatorcontrib><creatorcontrib>Desai, Devendra C.</creatorcontrib><creatorcontrib>Mould, Diane R.</creatorcontrib><creatorcontrib>Ashavaid, Tester F.</creatorcontrib><title>Optimization of infliximab therapy in inflammatory bowel disease using a dashboard approach—an Indian experience</title><title>European journal of clinical pharmacology</title><addtitle>Eur J Clin Pharmacol</addtitle><addtitle>Eur J Clin Pharmacol</addtitle><description>Purpose Infliximab (IFX) therapy in inflammatory bowel disease (IBD) is associated with loss of response in half the patients, due to complex pharmacokinetic and immunological factors. Dashboard’s Bayesian algorithms use information from model and individual multivariate determinants of IFX concentration and can predict dose and dosing interval. Aim To compare measured IFX concentrations in our laboratory with values predicted by iDose dashboard system and report its efficacy in managing patients not responding to conventional dosing schedule. Method Clinical history, demographic details, and laboratory findings such as albumin and C-reactive protein (CRP) data of IBD patients ( n = 30; median age 23 years (IQR: 14.25 – 33.5)) referred for IFX drug monitoring in our laboratory from November 2017 to November 2019 were entered in iDose software. The IFX concentration predicted by iDose based on this information was compared with that measured in our laboratory. In addition, a prospective dashboard-guided dosing was prescribed in 11 of these 30 patients not responding to conventional dosing and was followed to assess their clinical outcome. Result IFX monitoring in our 30 patients had shown therapeutic concentration in 12, supratherapeutic in 2 and subtherapeutic concentration in 16 patients. The iDose predicted concentration showed concordance in 21 of these 30 patients. Of 11 patients managed with iDose-assisted prospective dosing, 8 achieved clinical remission, 2 showed partial response, and one developed antibodies. 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Dashboard’s Bayesian algorithms use information from model and individual multivariate determinants of IFX concentration and can predict dose and dosing interval. Aim To compare measured IFX concentrations in our laboratory with values predicted by iDose dashboard system and report its efficacy in managing patients not responding to conventional dosing schedule. Method Clinical history, demographic details, and laboratory findings such as albumin and C-reactive protein (CRP) data of IBD patients ( n = 30; median age 23 years (IQR: 14.25 – 33.5)) referred for IFX drug monitoring in our laboratory from November 2017 to November 2019 were entered in iDose software. The IFX concentration predicted by iDose based on this information was compared with that measured in our laboratory. In addition, a prospective dashboard-guided dosing was prescribed in 11 of these 30 patients not responding to conventional dosing and was followed to assess their clinical outcome. Result IFX monitoring in our 30 patients had shown therapeutic concentration in 12, supratherapeutic in 2 and subtherapeutic concentration in 16 patients. The iDose predicted concentration showed concordance in 21 of these 30 patients. Of 11 patients managed with iDose-assisted prospective dosing, 8 achieved clinical remission, 2 showed partial response, and one developed antibodies. Conclusion Retrospective data analysis showed concordance between laboratory measured and iDose-predicted IFX level in 70% of patients. iDose-assisted management achieved clinical remission and cost reduction.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>32803288</pmid><doi>10.1007/s00228-020-02975-0</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0002-5574-3798</orcidid></addata></record>
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subjects Bayesian analysis
Biomedical and Life Sciences
Biomedicine
C-reactive protein
Dosage
Immunotherapy
Inflammatory bowel disease
Inflammatory bowel diseases
Infliximab
Intestine
Laboratories
Monoclonal antibodies
Pharmacokinetics and Disposition
Pharmacology/Toxicology
Remission
Therapeutic drug monitoring
TNF inhibitors
Tumor necrosis factor-α
title Optimization of infliximab therapy in inflammatory bowel disease using a dashboard approach—an Indian experience
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