Literature DB >> 32337731

Drug repurposing in Raynaud's phenomenon through adverse event signature matching in the World Health Organization pharmacovigilance database.

Putkaradze Zaza1, Roustit Matthieu1,2, Cracowski Jean-Luc1,2, Khouri Charles1,2,3.   

Abstract

AIMS: Several pharmacological treatments are recommended for Raynaud's phenomenon (RP) secondary to systemic sclerosis, but they only have modest efficacy. A way to efficiently identify new drugs is drug repurposing, which can be based on signature matching. The signature could be derived from chemical structures, pharmacological affinity or adverse event profiles. We propose to use the World Health Organization (WHO) pharmacovigilance database to generate repositioning hypotheses for treatments of RP through adverse event signature matching.
METHODS: We first screened all drugs associated with at least 1 case of erythromelalgia, an adverse effect opposite to RP. In parallel, to define the adverse event signature of drugs recommended in secondary RP from the WHO pharmacovigilance database, we selected the 14 most representative adverse drug reactions (ADRs). Lastly, we performed a hierarchical cluster analysis to identify drugs with similar ADR signature to vasodilatory drugs used in RP.
RESULTS: In total, 179 drugs were associated with erythromelalgia; they were related to 860 334 adverse events representative of RP drugs in the WHO pharmacovigilance database. Hierarchical cluster analysis allowed identification of 6 clusters. The most stable cluster contained 7 drugs, among which 5 are recommended in secondary RP, or pertain to the same drug class: epoprostenol, nifedipine, nicardipine, lacidipine and israpidine. The 2 remaining drugs were alemtuzumab and fumaric acid.
CONCLUSION: Our ADR signature matching approach suggests that alemtuzumab and fumaric acid could be effective treatments of secondary RP. The latter is currently being investigated as a treatment of pulmonary hypertension in systemic sclerosis.
© 2020 The British Pharmacological Society.

Entities:  

Keywords:  Raynaud's phenomenon; drug repurposing; systemic sclerosis

Mesh:

Substances:

Year:  2020        PMID: 32337731      PMCID: PMC7576623          DOI: 10.1111/bcp.14322

Source DB:  PubMed          Journal:  Br J Clin Pharmacol        ISSN: 0306-5251            Impact factor:   4.335


  17 in total

1.  A Bayesian neural network method for adverse drug reaction signal generation.

Authors:  A Bate; M Lindquist; I R Edwards; S Olsson; R Orre; A Lansner; R M De Freitas
Journal:  Eur J Clin Pharmacol       Date:  1998-06       Impact factor: 2.953

Review 2.  Drug-induced Raynaud's phenomenon: beyond β-adrenoceptor blockers.

Authors:  Charles Khouri; Sophie Blaise; Patrick Carpentier; Céline Villier; Jean-Luc Cracowski; Matthieu Roustit
Journal:  Br J Clin Pharmacol       Date:  2016-04-07       Impact factor: 4.335

Review 3.  Points to consider-Raynaud's phenomenon in systemic sclerosis.

Authors:  Maurizio Cutolo; Vanessa Smith; Daniel E Furst; Dinesh Khanna; Ariane L Herrick
Journal:  Rheumatology (Oxford)       Date:  2017-09-01       Impact factor: 7.580

4.  Drug repurposing in Raynaud's phenomenon through adverse event signature matching in the World Health Organization pharmacovigilance database.

Authors:  Putkaradze Zaza; Roustit Matthieu; Cracowski Jean-Luc; Khouri Charles
Journal:  Br J Clin Pharmacol       Date:  2020-05-14       Impact factor: 4.335

5.  Nifedipine and erythromelalgia.

Authors:  J R Fisher; M B Padnick; S Olstein
Journal:  Ann Intern Med       Date:  1983-05       Impact factor: 25.391

6.  An Autoimmune Basis for Raynaud's Phenomenon: Murine Model and Human Disease.

Authors:  D P Ascherman; Y Zang; I Fernandez; E S Clark; W N Khan; L Martinez; E L Greidinger
Journal:  Arthritis Rheumatol       Date:  2018-07-25       Impact factor: 10.995

7.  Prevention and Management of Infusion-Associated Reactions in the Comparison of Alemtuzumab and Rebif(®) Efficacy in Multiple Sclerosis (CARE-MS) Program.

Authors:  Christina Caon; Marie Namey; Cathy Meyer; Lori Mayer; Pedro Oyuela; David H Margolin; Marco Rizzo
Journal:  Int J MS Care       Date:  2015 Jul-Aug

8.  Estrogen increases smooth muscle expression of alpha2C-adrenoceptors and cold-induced constriction of cutaneous arteries.

Authors:  A H Eid; K Maiti; S Mitra; M A Chotani; S Flavahan; S R Bailey; C S Thompson-Torgerson; N A Flavahan
Journal:  Am J Physiol Heart Circ Physiol       Date:  2007-07-20       Impact factor: 4.733

Review 9.  Drug repurposing: progress, challenges and recommendations.

Authors:  Sudeep Pushpakom; Francesco Iorio; Patrick A Eyers; K Jane Escott; Shirley Hopper; Andrew Wells; Andrew Doig; Tim Guilliams; Joanna Latimer; Christine McNamee; Alan Norris; Philippe Sanseau; David Cavalla; Munir Pirmohamed
Journal:  Nat Rev Drug Discov       Date:  2018-10-12       Impact factor: 84.694

10.  Construction of drug network based on side effects and its application for drug repositioning.

Authors:  Hao Ye; Qi Liu; Jia Wei
Journal:  PLoS One       Date:  2014-02-04       Impact factor: 3.240

View more
  2 in total

1.  Drug repurposing in Raynaud's phenomenon through adverse event signature matching in the World Health Organization pharmacovigilance database.

Authors:  Putkaradze Zaza; Roustit Matthieu; Cracowski Jean-Luc; Khouri Charles
Journal:  Br J Clin Pharmacol       Date:  2020-05-14       Impact factor: 4.335

2.  SGLT-2 inhibitors and atrial fibrillation in the Food and Drug Administration adverse event reporting system.

Authors:  Benedetta Maria Bonora; Emanuel Raschi; Angelo Avogaro; Gian Paolo Fadini
Journal:  Cardiovasc Diabetol       Date:  2021-02-11       Impact factor: 9.951

  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.