Abstract
Background: A clinical decision support tool (CDST) has been validated for predicting treatment effectiveness of vedolizumab (VDZ) in Crohn’s disease. Aim: To assess the utility of this CDST for predicting exposure-efficacy and disease outcomes. Methods: Using data from three independent datasets (GEMINI, GETAID and VICTORY), we assessed clinical remission rates and measured VDZ exposure, rapidity of onset of action, response to dose optimisation and progression to surgery by CDST-defined response groups (low, intermediate and high). Results: A linear relationship existed between CDST-defined groups, measured VDZ exposure, rapidity of onset of action and efficacy in GEMINI through week 52 (P < 0.001 at all time points across three CDST-defined groups). In GETAID, CDST predicted differences in clinical remission at week 14 (AUC = 0.68) and rapidity of onset of action (P = 0.04) between probability groups. The high-probability patients did not benefit from shortening of infusion intervals, and differences in onset of action between the high-intermediate and low-probability groups within GETAID were no longer significant when including low-probability patients who received a week 10 infusion. CDST predicted a twofold increase in surgery risk over 12 months of VDZ therapy among low- to intermediate-probability vs high-probability patients (adjusted HR 2.06, 95% CI 1.33-3.21). Conclusions: We further extended the clinical utility of a previously validated VDZ CDST, which accurately predicts at baseline exposure-efficacy relationships and rapidity of onset of action and could be used to help identify patients who would most benefit from interval shortening and those most likely to require surgery while on active therapy.
Original language | English (US) |
---|---|
Pages (from-to) | 553-564 |
Number of pages | 12 |
Journal | Alimentary Pharmacology and Therapeutics |
Volume | 51 |
Issue number | 5 |
DOIs | |
State | Published - Mar 1 2020 |
ASJC Scopus subject areas
- Gastroenterology
- Pharmacology (medical)
- Hepatology
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In: Alimentary Pharmacology and Therapeutics, Vol. 51, No. 5, 01.03.2020, p. 553-564.
Research output: Contribution to journal › Article › peer-review
TY - JOUR
T1 - A clinical decision support tool may help to optimise vedolizumab therapy in Crohn’s disease
AU - the GETAID OBSERV-IBD, VICTORY Cohorts Collaboration
AU - Dulai, Parambir S.
AU - Amiot, Aurelien
AU - Peyrin-Biroulet, Laurent
AU - Jairath, Vipul
AU - Serrero, Melanie
AU - Filippi, Jerome
AU - Singh, Siddharth
AU - Pariente, Benjamin
AU - Loftus, Edward V.
AU - Roblin, Xavier
AU - Kane, Sunanda
AU - Buisson, Anthony
AU - Siegel, Corey A.
AU - Bouhnik, Yoram
AU - Sandborn, William J.
AU - Lasch, Karen
AU - Rosario, Maria
AU - Feagan, Brian G.
AU - Bojic, Daniela
AU - Trang-Poisson, Caroline
AU - Shen, Bo
AU - Altwegg, Romain
AU - Sands, Bruce E.
AU - Colombel, Jean Frederic
AU - Carbonnel, Franck
AU - Kochhar, Gursimran
AU - Meserve, Joseph
AU - Barsky, Maria
AU - Boland, Brigid S.
AU - Gagniere, Charlotte
AU - Bigard, Marc Andre
AU - Zallot, Camille
AU - Grimaud, Jean Charles
AU - Hebuterne, Xavier
AU - Nachury, Maria
AU - Desreumaux, Pierre
AU - Del Tedesco, Emilie
AU - Bommelaer, Gilles
AU - Koliani-Pace, Jenna L.
AU - Stefanescu, Carmen
AU - Boureille, Arnaud
AU - Hirten, Robert
AU - Ungaro, Ryan
AU - Vaysse, Thibaud
AU - Bohm, Matthew
AU - Varma, Sashidhar
AU - Fischer, Monika
AU - Hudesman, David
AU - Chang, Shannon
AU - Bourrier, Anne
N1 - Funding Information: PSD has received research support, honorarium and travel support from Takeda and research support from Pfizer; and has served on an advisory board for Janssen. AA has received consulting fees from AbbVie, Hospira, Takeda, Gilead and Biocodex, as well as lecture fees and travel accommodations from AbbVie, Janssen, Biocodex, Hospira, Ferring, Takeda and MSD. AA has also received advisory board fees from Gilead, Takeda and AbbVie. LPB has received consulting fees from Merck, AbbVie, Janssen, Genentech, Ferring, Tillots, Vifor, Pharmacosmos, Celltrion, Takeda, Biogaran, Boehringer Ingelheim, Lilly, Pfizer, Index Pharmaceuticals, Amgen, Sandoz, Celgene, Biogen, Samsung Bioepis, Alma, Sterna, Nestlé and Enterome. VJ has received consulting fees from AbbVie, Janssen, Takeda, Sandoz, Ferring, Pfizer, GSK, Robarts Clinical Trials, Eli Lilly and Arena, and speaker fees from Takeda, Ferring, Janssen and Shire. MS has received speaking fees from AbbVie and Ferring. JF has received lecture fees from AbbVie, Ferring, Janssen, MSD, Pfizer and Takeda, and consulting fees from AbbVie, Janssen, MSD, Takeda and Vifor, and has served on advisory boards for Biogen, Janssen and Takeda. SS has received research support from Pfizer and support from the American College of Gastroenterology and the Crohn’s and Colitis Foundation. BP has received consulting fees from AbbVie, MSD and Pfizer, and lecture fees from AbbVie, MSD, Ferring and Takeda. EVL has served as a consultant for Janssen, Takeda, AbbVie, UCB, Amgen, Pfizer, Salix, Mesoblast, Eli Lilly, Celgene and CVS Caremark, and has received research support from Janssen, Takeda, AbbVie, UCB, Amgen, Pfizer, Genentech, Gilead, Receptos, Celgene, MedImmune, Seres Therapeutics and Robarts Clinical Trials. XR has reported a relationship with AbbVie, MSD, Janssen Cilag and Takeda. SK has served as a consultant to AbbVie, Janssen, Merck, Spherix Health, Pfizer and UCB and as a board member of ABIM, and has received research support from UCB. A Buisson has received research funding from Pfizer and lecture fees from AbbVie, Ferring, Hospira, MSD, Janssen, Sanofi‐Aventis, Takeda and Vifor Pharma, and has served as a consultant for AbbVie, Biogen, Janssen, Pfizer and Takeda. CAS has served as a consultant for AbbVie, Amgen, Celgene, Janssen, Lilly, Pfizer, Prometheus, Sandoz and Takeda, and as a speaker for CME activities for AbbVie, Janssen, Pfizer and Takeda; and has received grant support from AbbVie, Janssen, Pfizer and Takeda. YB has received lecture and consulting fees from AbbVie, Biogaran, Boehringer Ingelheim, CTMA, Ferring, Gilead, Hospira, ICON, Inception IBD, Janssen, Lilly, Mayoly Spindler, Merck, MSD, Norgine, Pfizer, Robarts Clinical Trials, Roche, Sanofi, Shire, Takeda, UCB and Vifor Pharma, and owns stock in Inception IBD, San Diego, CA, USA. WJS has received personal fees from Actavis, ActoGeniX NV, Adheron Therapeutics, Akros Pharma, AM Pharma BV, Ardelyx Inc., Arena Pharmaceuticals, Ambrx Inc., Avaxia Biologics, Baxter Healthcare, Biogen, Catabasis Pharmaceuticals, Celgene, Cellular Therapeutics, Chiasma, Cosmo Pharmaceuticals, Dr. August Wolff, Eisai, Eli Lilly, Ferring Pharmaceuticals, Ferring Research Institute, Forward Pharma, Galapagos, Immune Pharmaceuticals, InDex Pharmaceuticals, Ironwood Pharmaceuticals, Kyowa Hakko Kirin, Lexicon Pharmaceuticals, Lipid Therapeutics GmbH, Luitpold Pharmaceuticals, MedImmune (AstraZeneca), Mesoblast, Millennium Pharmaceuticals, Nestle, Novo Nordisk, Orexigen, Palatin, Qu Biologics, Regeneron, Ritter Pharmaceuticals, Salix Pharmaceuticals, Santarus, Seattle Genetics, Seres Health, Shire, Sigmoid Biotechnologies, Teva Pharmaceuticals, Theradiag, Theravance, TiGenix, Tillotts Pharma, Toray Industries Inc., UCB Pharma, University of Western Ontario (owner of Robarts Clinical Trials), Vascular Biogenics, Vertex Pharmaceuticals, Warner Chilcott, and Zyngenia; grants and personal fees from AbbVie, Amgen, Atlantic Pharmaceuticals, Boehringer Ingelheim, Bristol‐Myers Squibb, Genentech, Gilead Sciences, GlaxoSmithKline, Nutrition Science Partners, Prometheus Laboratories, Takeda, Pfizer and Receptos; grants, personal fees and nonfinancial support from Janssen; and grants from American College of Gastroenterology, Broad Foundation, Exact Sciences. KL and MR are employees of Takeda Pharmaceuticals U.S.A., Inc. BGF has received grant support from AbbVie, Amgen, AstraZeneca, Bristol‐Myers Squibb, Roche, Genentech, J&J, Janssen, Millennium, Pfizer, Receptos, Tillotts and UCB; and has served as a consultant or advisory board member for AbbVie, ActoGeniX, Akros, Albireo, Amgen, AstraZeneca, Avaxia Biologics, Avir Pharma, Baxter Healthcare Corp, Biogen Idec, Boehringer Ingelheim, Bristol‐Myers Squibb, Calypso Biotech, Celgene, Elan/Biogen, enGene, Ferring Pharmaceuticals, Galapagos, Genentech/Roche, GiCare Pharma, Gilead, Given Imaging, GSK, Inception IBD Inc, Ironwood Pharmaceuticals, J&J, Janssen, Japan Tobacco, Kyowa Hakko Kirin Co Ltd, Lexicon, Lilly, Lycera Biotech, Merck, Mesoblast Ltd, Millennium, Nektar, Nestlé, Novartis, Novo Nordisk, Pfizer, Prometheus Therapeutics & Diagnostics, Protagonist, Receptos, Salix, Shire, Sigmoid Pharma, Synergy Pharmaceuticals Inc, Takeda, Teva Pharmaceutical Industries Ltd, TiGenix, Tillotts, UCB, Vertex Pharmaceuticals, VHsquared Ltd, Warner Chilcott, Wyeth, Zealand Pharma and Zyngenia. DB is an employee of Takeda Pharmaceuticals International AG. CTP has received lecture fees from MSD, Takeda, Janssen, AbbVie, Vifor Pharma and Norgine, as well as travel accommodations from Biogaran, Takeda, Hospira, MSD and Mayoly Spindler. BS has served as a consultant for AbbVie, Janssen, Robarts Clinical Trials, Salix, Takeda and Theravance. RA has received board or lectures fees from AbbVie, Janssen, Pfizer and Takeda. BES has served as a consultant for and received research support from Amgen, Celgene, Janssen, Pfizer, Prometheus Laboratories and Takeda; and has served as a consultant for AbbVie, Akros Pharma, Arena Pharmaceuticals, AstraZeneca, Boehringer Ingelheim, Bristol‐Myers Squibb, Cowen Services Company, Forest Research Institute, Forward Pharma, Immune Pharmaceuticals, Lilly, Receptos, Salix Pharmaceuticals, Shire, Synergy Pharmaceuticals, Theravance Biopharma R&D, TiGenix, TopiVert Pharma, UCB, Vivelix Pharmaceuticals, Target PharmaSolutions and Allergan. JFC has served as a consultant or advisory board member for AbbVie, Amgen, Boehringer Ingelheim, Celgene Corporation, Celltrion, Enterome, Ferring, Genentech, Janssen & Janssen, MedImmune, Merck & Co., Pfizer, Protagonist, Second Genome, Seres, Takeda and Theradiag and as a speaker for AbbVie, Ferring, Takeda and Shire; has received research support from AbbVie, Janssen & Janssen, Genentech, Takeda; and has stock options in Intestinal Biotech Development and Genfit. FC has served as a speaker for AbbVie, BMS, Enterome, Janssen, Mayoly‐Spindler, MSD, Pfizer and Takeda. Declaration of personal interests: Publisher Copyright: © 2019 The Authors. Alimentary Pharmacology & Therapeutics published by John Wiley & Sons Ltd
PY - 2020/3/1
Y1 - 2020/3/1
N2 - Background: A clinical decision support tool (CDST) has been validated for predicting treatment effectiveness of vedolizumab (VDZ) in Crohn’s disease. Aim: To assess the utility of this CDST for predicting exposure-efficacy and disease outcomes. Methods: Using data from three independent datasets (GEMINI, GETAID and VICTORY), we assessed clinical remission rates and measured VDZ exposure, rapidity of onset of action, response to dose optimisation and progression to surgery by CDST-defined response groups (low, intermediate and high). Results: A linear relationship existed between CDST-defined groups, measured VDZ exposure, rapidity of onset of action and efficacy in GEMINI through week 52 (P < 0.001 at all time points across three CDST-defined groups). In GETAID, CDST predicted differences in clinical remission at week 14 (AUC = 0.68) and rapidity of onset of action (P = 0.04) between probability groups. The high-probability patients did not benefit from shortening of infusion intervals, and differences in onset of action between the high-intermediate and low-probability groups within GETAID were no longer significant when including low-probability patients who received a week 10 infusion. CDST predicted a twofold increase in surgery risk over 12 months of VDZ therapy among low- to intermediate-probability vs high-probability patients (adjusted HR 2.06, 95% CI 1.33-3.21). Conclusions: We further extended the clinical utility of a previously validated VDZ CDST, which accurately predicts at baseline exposure-efficacy relationships and rapidity of onset of action and could be used to help identify patients who would most benefit from interval shortening and those most likely to require surgery while on active therapy.
AB - Background: A clinical decision support tool (CDST) has been validated for predicting treatment effectiveness of vedolizumab (VDZ) in Crohn’s disease. Aim: To assess the utility of this CDST for predicting exposure-efficacy and disease outcomes. Methods: Using data from three independent datasets (GEMINI, GETAID and VICTORY), we assessed clinical remission rates and measured VDZ exposure, rapidity of onset of action, response to dose optimisation and progression to surgery by CDST-defined response groups (low, intermediate and high). Results: A linear relationship existed between CDST-defined groups, measured VDZ exposure, rapidity of onset of action and efficacy in GEMINI through week 52 (P < 0.001 at all time points across three CDST-defined groups). In GETAID, CDST predicted differences in clinical remission at week 14 (AUC = 0.68) and rapidity of onset of action (P = 0.04) between probability groups. The high-probability patients did not benefit from shortening of infusion intervals, and differences in onset of action between the high-intermediate and low-probability groups within GETAID were no longer significant when including low-probability patients who received a week 10 infusion. CDST predicted a twofold increase in surgery risk over 12 months of VDZ therapy among low- to intermediate-probability vs high-probability patients (adjusted HR 2.06, 95% CI 1.33-3.21). Conclusions: We further extended the clinical utility of a previously validated VDZ CDST, which accurately predicts at baseline exposure-efficacy relationships and rapidity of onset of action and could be used to help identify patients who would most benefit from interval shortening and those most likely to require surgery while on active therapy.
UR - http://www.scopus.com/inward/record.url?scp=85076814772&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85076814772&partnerID=8YFLogxK
U2 - 10.1111/apt.15609
DO - 10.1111/apt.15609
M3 - Article
C2 - 31867766
AN - SCOPUS:85076814772
SN - 0269-2813
VL - 51
SP - 553
EP - 564
JO - Alimentary Pharmacology and Therapeutics
JF - Alimentary Pharmacology and Therapeutics
IS - 5
ER -