Pharmacodynamic analysis of the analgesic effect of capsaicin 8% patch (QutenzaTM) in diabetic neuropathic pain patients: detection of distinct response groups
Christian Martini1,*, Ashraf Yassen2,*, Erik Olofsen1, Paul Passier2, Malcom Stoker3, Albert Dahan1 1Department of Anesthesiology, Leiden University Medical Center, Leiden, The Netherlands; 2Global Clinical Pharmacology and Exploratory Development, Astellas Pharma Global Development Europe, Leiderdo...
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2012-03-01
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doaj-04f33de8173946ab9acd02c6abd521e32020-11-24T22:43:50ZengDove Medical PressJournal of Pain Research1178-70902012-03-012012default5159Pharmacodynamic analysis of the analgesic effect of capsaicin 8% patch (QutenzaTM) in diabetic neuropathic pain patients: detection of distinct response groupsMartini CYassen AOlofsen EPassier PStoker MDahan AChristian Martini1,*, Ashraf Yassen2,*, Erik Olofsen1, Paul Passier2, Malcom Stoker3, Albert Dahan1 1Department of Anesthesiology, Leiden University Medical Center, Leiden, The Netherlands; 2Global Clinical Pharmacology and Exploratory Development, Astellas Pharma Global Development Europe, Leiderdorp, The Netherlands; 3Global Medical Sciences, Astellas Pharma Global Development Europe, Leiderdorp, The Netherlands*These authors contributed equally to this workAbstract: Treatment of chronic pain is associated with high variability in the response to pharmacological interventions. A mathematical pharmacodynamic model was developed to quantify the magnitude and onset/offset times of effect of a single capsaicin 8% patch application in the treatment of painful diabetic peripheral neuropathy in 91 patients. In addition, a mixture model was applied to objectively match patterns in pain-associated behavior. The model identified four distinct subgroups that responded differently to treatment: 3.3% of patients (subgroup 1) showed worsening of pain; 31% (subgroup 2) showed no change; 32% (subgroup 3) showed a quick reduction in pain that reached a nadir in week 3, followed by a slow return towards baseline (16% ± 6% pain reduction in week 12); 34% (subgroup 4) showed a quick reduction in pain that persisted (70% ± 5% reduction in week 12). The estimate of the response-onset rate constant, obtained for subgroups 1, 3, and 4, was 0.76 ± 0.12 week-1 (median ± SE), indicating that every 0.91 weeks the pain score reduces or increases by 50% relative to the score of the previous week (= t½). The response-offset rate constant could be determined for subgroup 3 only and was 0.09 ± 0.04 week-1 (t½ 7.8 weeks). The analysis allowed separation of a heterogeneous neuropathic pain population into four homogenous subgroups with distinct behaviors in response to treatment with capsaicin. It is argued that this model-based approach may have added value in analyzing longitudinal chronic pain data and allows optimization of treatment algorithms for patients suffering from chronic pain conditions.Keywords: diabetic neuropathic pain, capsaicin 8%, modeling, mixture modelhttp://www.dovepress.com/pharmacodynamic-analysis-of-the-analgesic-effect-of-capsaicin-8-patch--a9496 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Martini C Yassen A Olofsen E Passier P Stoker M Dahan A |
spellingShingle |
Martini C Yassen A Olofsen E Passier P Stoker M Dahan A Pharmacodynamic analysis of the analgesic effect of capsaicin 8% patch (QutenzaTM) in diabetic neuropathic pain patients: detection of distinct response groups Journal of Pain Research |
author_facet |
Martini C Yassen A Olofsen E Passier P Stoker M Dahan A |
author_sort |
Martini C |
title |
Pharmacodynamic analysis of the analgesic effect of capsaicin 8% patch (QutenzaTM) in diabetic neuropathic pain patients: detection of distinct response groups |
title_short |
Pharmacodynamic analysis of the analgesic effect of capsaicin 8% patch (QutenzaTM) in diabetic neuropathic pain patients: detection of distinct response groups |
title_full |
Pharmacodynamic analysis of the analgesic effect of capsaicin 8% patch (QutenzaTM) in diabetic neuropathic pain patients: detection of distinct response groups |
title_fullStr |
Pharmacodynamic analysis of the analgesic effect of capsaicin 8% patch (QutenzaTM) in diabetic neuropathic pain patients: detection of distinct response groups |
title_full_unstemmed |
Pharmacodynamic analysis of the analgesic effect of capsaicin 8% patch (QutenzaTM) in diabetic neuropathic pain patients: detection of distinct response groups |
title_sort |
pharmacodynamic analysis of the analgesic effect of capsaicin 8% patch (qutenzatm) in diabetic neuropathic pain patients: detection of distinct response groups |
publisher |
Dove Medical Press |
series |
Journal of Pain Research |
issn |
1178-7090 |
publishDate |
2012-03-01 |
description |
Christian Martini1,*, Ashraf Yassen2,*, Erik Olofsen1, Paul Passier2, Malcom Stoker3, Albert Dahan1 1Department of Anesthesiology, Leiden University Medical Center, Leiden, The Netherlands; 2Global Clinical Pharmacology and Exploratory Development, Astellas Pharma Global Development Europe, Leiderdorp, The Netherlands; 3Global Medical Sciences, Astellas Pharma Global Development Europe, Leiderdorp, The Netherlands*These authors contributed equally to this workAbstract: Treatment of chronic pain is associated with high variability in the response to pharmacological interventions. A mathematical pharmacodynamic model was developed to quantify the magnitude and onset/offset times of effect of a single capsaicin 8% patch application in the treatment of painful diabetic peripheral neuropathy in 91 patients. In addition, a mixture model was applied to objectively match patterns in pain-associated behavior. The model identified four distinct subgroups that responded differently to treatment: 3.3% of patients (subgroup 1) showed worsening of pain; 31% (subgroup 2) showed no change; 32% (subgroup 3) showed a quick reduction in pain that reached a nadir in week 3, followed by a slow return towards baseline (16% ± 6% pain reduction in week 12); 34% (subgroup 4) showed a quick reduction in pain that persisted (70% ± 5% reduction in week 12). The estimate of the response-onset rate constant, obtained for subgroups 1, 3, and 4, was 0.76 ± 0.12 week-1 (median ± SE), indicating that every 0.91 weeks the pain score reduces or increases by 50% relative to the score of the previous week (= t½). The response-offset rate constant could be determined for subgroup 3 only and was 0.09 ± 0.04 week-1 (t½ 7.8 weeks). The analysis allowed separation of a heterogeneous neuropathic pain population into four homogenous subgroups with distinct behaviors in response to treatment with capsaicin. It is argued that this model-based approach may have added value in analyzing longitudinal chronic pain data and allows optimization of treatment algorithms for patients suffering from chronic pain conditions.Keywords: diabetic neuropathic pain, capsaicin 8%, modeling, mixture model |
url |
http://www.dovepress.com/pharmacodynamic-analysis-of-the-analgesic-effect-of-capsaicin-8-patch--a9496 |
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