Dain Chun, Parsshava Mehta, Serge Guzy, Brian Cicali, Gabriela R. Lauretti, Vera L. Lanchote, Valvanera Vozmediano, Natalia De Moraes
{"title":"与神经压迫性神经病相比,糖尿病神经性疼痛对曲马多的敏感性增强:一种人群PK/PD模型分析。","authors":"Dain Chun, Parsshava Mehta, Serge Guzy, Brian Cicali, Gabriela R. Lauretti, Vera L. Lanchote, Valvanera Vozmediano, Natalia De Moraes","doi":"10.1002/psp4.13315","DOIUrl":null,"url":null,"abstract":"<p>Neuropathic pain, often associated with diabetic neuropathy or nerve compression injuries, arises from damage or dysfunction in the somatosensory nervous system. Tramadol, frequently prescribed for this pain, has its fraction unbound and that of its active metabolite (M1) significantly altered by diabetes. Yet, dosing adjustments for diabetic neuropathic pain remain underexplored. This study developed a comprehensive population pharmacokinetics/pharmacodynamics (PK/PD) model for tramadol and its major metabolites, focusing on diabetes's impact on PK and PK-PD relationship to identify optimal dosing regimens. Data from patients with chronic neuropathic pain on oral tramadol were used to develop enantiomer-specific population models, considering both total and unbound concentrations. Tramadol's PK was best described by a two-compartment model with Weibull absorption and linear elimination and a one-compartment model with enterohepatic circulation and first-pass metabolism for the active M1. Simulations showed higher unbound fractions of the active M1 in patients with type 1 and type 2 diabetes. Despite a 67% and 14% reduction in the AUC of total (<i>1R,2R</i>)-M1 in patients with type 1 and type 2 diabetes, respectively, the AUC of unbound (<i>1R,2R</i>)-M1 remained consistent. The unbound concentration of the active M1 required to achieve 50% of the maximum pain reduction (IC<sub>50</sub>) was lower in patients with diabetes, indicating increased sensitivity to the drug. This model-based approach provides valuable dosing guidance, suggesting once-daily dosing treatments in patients with diabetes and twice-daily dosing for patients with neuropathic pain secondary to nerve compression mechanisms.</p>","PeriodicalId":10774,"journal":{"name":"CPT: Pharmacometrics & Systems Pharmacology","volume":"14 4","pages":"781-795"},"PeriodicalIF":3.1000,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/psp4.13315","citationCount":"0","resultStr":"{\"title\":\"Enhanced Sensitivity to Tramadol in Diabetic Neuropathic Pain Compared to Nerve Compression Neuropathies: A Population PK/PD Model Analysis\",\"authors\":\"Dain Chun, Parsshava Mehta, Serge Guzy, Brian Cicali, Gabriela R. Lauretti, Vera L. Lanchote, Valvanera Vozmediano, Natalia De Moraes\",\"doi\":\"10.1002/psp4.13315\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Neuropathic pain, often associated with diabetic neuropathy or nerve compression injuries, arises from damage or dysfunction in the somatosensory nervous system. Tramadol, frequently prescribed for this pain, has its fraction unbound and that of its active metabolite (M1) significantly altered by diabetes. Yet, dosing adjustments for diabetic neuropathic pain remain underexplored. This study developed a comprehensive population pharmacokinetics/pharmacodynamics (PK/PD) model for tramadol and its major metabolites, focusing on diabetes's impact on PK and PK-PD relationship to identify optimal dosing regimens. Data from patients with chronic neuropathic pain on oral tramadol were used to develop enantiomer-specific population models, considering both total and unbound concentrations. Tramadol's PK was best described by a two-compartment model with Weibull absorption and linear elimination and a one-compartment model with enterohepatic circulation and first-pass metabolism for the active M1. Simulations showed higher unbound fractions of the active M1 in patients with type 1 and type 2 diabetes. Despite a 67% and 14% reduction in the AUC of total (<i>1R,2R</i>)-M1 in patients with type 1 and type 2 diabetes, respectively, the AUC of unbound (<i>1R,2R</i>)-M1 remained consistent. The unbound concentration of the active M1 required to achieve 50% of the maximum pain reduction (IC<sub>50</sub>) was lower in patients with diabetes, indicating increased sensitivity to the drug. This model-based approach provides valuable dosing guidance, suggesting once-daily dosing treatments in patients with diabetes and twice-daily dosing for patients with neuropathic pain secondary to nerve compression mechanisms.</p>\",\"PeriodicalId\":10774,\"journal\":{\"name\":\"CPT: Pharmacometrics & Systems Pharmacology\",\"volume\":\"14 4\",\"pages\":\"781-795\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2025-02-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/psp4.13315\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"CPT: Pharmacometrics & Systems Pharmacology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/psp4.13315\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PHARMACOLOGY & PHARMACY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"CPT: Pharmacometrics & Systems Pharmacology","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/psp4.13315","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PHARMACOLOGY & PHARMACY","Score":null,"Total":0}
Enhanced Sensitivity to Tramadol in Diabetic Neuropathic Pain Compared to Nerve Compression Neuropathies: A Population PK/PD Model Analysis
Neuropathic pain, often associated with diabetic neuropathy or nerve compression injuries, arises from damage or dysfunction in the somatosensory nervous system. Tramadol, frequently prescribed for this pain, has its fraction unbound and that of its active metabolite (M1) significantly altered by diabetes. Yet, dosing adjustments for diabetic neuropathic pain remain underexplored. This study developed a comprehensive population pharmacokinetics/pharmacodynamics (PK/PD) model for tramadol and its major metabolites, focusing on diabetes's impact on PK and PK-PD relationship to identify optimal dosing regimens. Data from patients with chronic neuropathic pain on oral tramadol were used to develop enantiomer-specific population models, considering both total and unbound concentrations. Tramadol's PK was best described by a two-compartment model with Weibull absorption and linear elimination and a one-compartment model with enterohepatic circulation and first-pass metabolism for the active M1. Simulations showed higher unbound fractions of the active M1 in patients with type 1 and type 2 diabetes. Despite a 67% and 14% reduction in the AUC of total (1R,2R)-M1 in patients with type 1 and type 2 diabetes, respectively, the AUC of unbound (1R,2R)-M1 remained consistent. The unbound concentration of the active M1 required to achieve 50% of the maximum pain reduction (IC50) was lower in patients with diabetes, indicating increased sensitivity to the drug. This model-based approach provides valuable dosing guidance, suggesting once-daily dosing treatments in patients with diabetes and twice-daily dosing for patients with neuropathic pain secondary to nerve compression mechanisms.