Kaio Evandro Cardoso Aguiar, Natasha Monte da Silva, Juliana Carla Gomes Rodrigues, André Maurício Ribeiro-Dos-Santos, Sandro José de Souza, Ândrea Ribeiro-Dos-Santos, João Farias Guerreiro, Sidney Emanuel Batista Dos Santos, Marianne Rodrigues Fernandes, Ney Pereira Carneiro Dos Santos
Major depressive disorder is a highly prevalent psychological disorder worldwide and its main treatment is the use of Selective Serotonin Reuptake Inhibitors. However, few studies have demonstrated the relationship between the presence of genetic variants in pharmacogenes and the efficacy of these drugs, especially in populations with a unique genetic profile, such as the Indigenous peoples of the Amazon. Our study characterized the molecular profile of nine genes related to drug administration, metabolization, distribution, and elimination pathways and pharmacodynamic mechanisms of drug response through Whole Exome Sequencing applied in 64 Indigenous located in the Amazon. We compared the allele frequencies of the variants in Indigenous peoples and other world populations using Fisher's exact test carried out in RStudio v.3.5.1. We identified a total of 125 variants, of which 6 are possible new variants in our population on the HTR2A, HTR2C, CYP2D6, and CYP1A2 genes. At least 9 variants showed a significant difference in the Indigenous population compared with other populations worldwide. Our study reaffirms the unique genetic profile of the Brazilian Amazon Indigenous population and allows us to contribute population-specific variants that may serve as future pharmacogenomic biomarkers that help in the understanding of the individual genetic profiles of Indigenous people. Although the present study does not evaluate clinical drug response, the characterization of these variants provides a foundation for future studies exploring their potential impact on antidepressant efficacy in Indigenous populations and the application of this knowledge in the development of specific treatment protocols guided by pharmacogenomics.
{"title":"Pharmacogenomics of Major Depressive Disorder in Indigenous Amazonian Populations.","authors":"Kaio Evandro Cardoso Aguiar, Natasha Monte da Silva, Juliana Carla Gomes Rodrigues, André Maurício Ribeiro-Dos-Santos, Sandro José de Souza, Ândrea Ribeiro-Dos-Santos, João Farias Guerreiro, Sidney Emanuel Batista Dos Santos, Marianne Rodrigues Fernandes, Ney Pereira Carneiro Dos Santos","doi":"10.1002/cpt.70207","DOIUrl":"https://doi.org/10.1002/cpt.70207","url":null,"abstract":"<p><p>Major depressive disorder is a highly prevalent psychological disorder worldwide and its main treatment is the use of Selective Serotonin Reuptake Inhibitors. However, few studies have demonstrated the relationship between the presence of genetic variants in pharmacogenes and the efficacy of these drugs, especially in populations with a unique genetic profile, such as the Indigenous peoples of the Amazon. Our study characterized the molecular profile of nine genes related to drug administration, metabolization, distribution, and elimination pathways and pharmacodynamic mechanisms of drug response through Whole Exome Sequencing applied in 64 Indigenous located in the Amazon. We compared the allele frequencies of the variants in Indigenous peoples and other world populations using Fisher's exact test carried out in RStudio v.3.5.1. We identified a total of 125 variants, of which 6 are possible new variants in our population on the HTR2A, HTR2C, CYP2D6, and CYP1A2 genes. At least 9 variants showed a significant difference in the Indigenous population compared with other populations worldwide. Our study reaffirms the unique genetic profile of the Brazilian Amazon Indigenous population and allows us to contribute population-specific variants that may serve as future pharmacogenomic biomarkers that help in the understanding of the individual genetic profiles of Indigenous people. Although the present study does not evaluate clinical drug response, the characterization of these variants provides a foundation for future studies exploring their potential impact on antidepressant efficacy in Indigenous populations and the application of this knowledge in the development of specific treatment protocols guided by pharmacogenomics.</p>","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":" ","pages":""},"PeriodicalIF":5.5,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145987457","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Bradlee Thrasher, John Mann, Anik Chaturbedi, Shilpa Chakravartula, Hamed Meshkin, Affan Affan, Alexander Galluppi, Ji Young Kim, Nigar Karimli, Yue Han, Zachary Dezman, Jeffry Florian, Zhihua Li
Few studies have quantified the effects of non-pharmacological interventions (e.g., rescue breathing) in the setting of community opioid overdose. We extended a previously validated model for opioid antagonists by incorporating the mechanism of rescue breathing, and quantified combinatorial effects between rescue breathing and various formulations of naloxone under different fentanyl overdose scenarios in a virtual patient population suffering from opioid-induced respiratory failure. We defined successful reversal of an overdose as fewer than 5% of the virtual population experiencing cardiac arrest after intervention. Our model showed that timely rescue breathing reduced the naloxone dose needed for successful overdose reversal from greater than 8 mg (intranasal) to less than 2 mg (intramuscular) and extended the naloxone rescue window to 10 minutes under a median fentanyl intravenous overdose scenario. Administration of 4 mg naloxone intranasally reduced the duration of rescue breathing needed from 11 hours to 5 minutes under a median fentanyl transmucosal overdose scenario. High-quality (as delivered by well-trained rescuers), but not low-quality (as delivered by laypersons), rescue breathing could successfully rescue severe opioid overdose scenarios. Even in cases where virtual subjects survived without naloxone, 4 mg intranasal naloxone provided benefit by shortening the time to recovery of spontaneous. Our results highlight the importance of utilizing both pharmacological and non-pharmacological interventions in reversal of overdose.
{"title":"Modeling Supports Combinatorial Effects Between Pharmacological and Non-Pharmacological Interventions to Prevent Opioid-Induced Cardiac Arrest.","authors":"Bradlee Thrasher, John Mann, Anik Chaturbedi, Shilpa Chakravartula, Hamed Meshkin, Affan Affan, Alexander Galluppi, Ji Young Kim, Nigar Karimli, Yue Han, Zachary Dezman, Jeffry Florian, Zhihua Li","doi":"10.1002/cpt.70186","DOIUrl":"https://doi.org/10.1002/cpt.70186","url":null,"abstract":"<p><p>Few studies have quantified the effects of non-pharmacological interventions (e.g., rescue breathing) in the setting of community opioid overdose. We extended a previously validated model for opioid antagonists by incorporating the mechanism of rescue breathing, and quantified combinatorial effects between rescue breathing and various formulations of naloxone under different fentanyl overdose scenarios in a virtual patient population suffering from opioid-induced respiratory failure. We defined successful reversal of an overdose as fewer than 5% of the virtual population experiencing cardiac arrest after intervention. Our model showed that timely rescue breathing reduced the naloxone dose needed for successful overdose reversal from greater than 8 mg (intranasal) to less than 2 mg (intramuscular) and extended the naloxone rescue window to 10 minutes under a median fentanyl intravenous overdose scenario. Administration of 4 mg naloxone intranasally reduced the duration of rescue breathing needed from 11 hours to 5 minutes under a median fentanyl transmucosal overdose scenario. High-quality (as delivered by well-trained rescuers), but not low-quality (as delivered by laypersons), rescue breathing could successfully rescue severe opioid overdose scenarios. Even in cases where virtual subjects survived without naloxone, 4 mg intranasal naloxone provided benefit by shortening the time to recovery of spontaneous. Our results highlight the importance of utilizing both pharmacological and non-pharmacological interventions in reversal of overdose.</p>","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":" ","pages":""},"PeriodicalIF":5.5,"publicationDate":"2026-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145948246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yong Wang, Yaoyang Tang, Ruirui Du, Xiaohong Long, Li Yang
Recently, the Chinese government has prioritized enhancing access to rare disease drugs, with the initial objective of addressing the challenge of drugs being "available abroad but not domestically." The United States, a leader in the development of treatments for rare diseases, serves as a benchmark for assessing a nation's progress in this field. This study examined the progression and influencing factors of the availability gap through the application of two principal metrics: "drug loss" and "drug lag" at the indication level. We conducted a retrospective analysis of rare disease indications approved in the United States and China from 2001 to 2024, focusing on diseases listed in China's official Catalogs of Rare Diseases. Our study indicated that "drug loss" in China had continued to escalate, with the total number of unapproved indications reaching 123 by 2024. Although the growth rate had decelerated since 2017, the "drug loss" associated with novel therapies recently approved by the FDA had intensified. Conversely, the "drug lag" in China for indications approved by the FDA after 2015 had decreased in comparison to those approved before 2015, with the median delay reducing from 4,049 to 2,812 days. The principal factors influencing drug availability were the global R&D and commercial strategies of sponsors. This finding highlighted that encouraging multinational sponsors to integrate China into their initial global development plans and to incentivize domestic companies to engage in earlier and more substantial international research and development collaborations were more important for mitigating "drug loss" and "drug lag" in China.
{"title":"Assessing the \"Drug Loss\" and \"Drug Lag\" for Rare Diseases in China: A Comparative Analysis with the United States (2001-2024).","authors":"Yong Wang, Yaoyang Tang, Ruirui Du, Xiaohong Long, Li Yang","doi":"10.1002/cpt.70198","DOIUrl":"https://doi.org/10.1002/cpt.70198","url":null,"abstract":"<p><p>Recently, the Chinese government has prioritized enhancing access to rare disease drugs, with the initial objective of addressing the challenge of drugs being \"available abroad but not domestically.\" The United States, a leader in the development of treatments for rare diseases, serves as a benchmark for assessing a nation's progress in this field. This study examined the progression and influencing factors of the availability gap through the application of two principal metrics: \"drug loss\" and \"drug lag\" at the indication level. We conducted a retrospective analysis of rare disease indications approved in the United States and China from 2001 to 2024, focusing on diseases listed in China's official Catalogs of Rare Diseases. Our study indicated that \"drug loss\" in China had continued to escalate, with the total number of unapproved indications reaching 123 by 2024. Although the growth rate had decelerated since 2017, the \"drug loss\" associated with novel therapies recently approved by the FDA had intensified. Conversely, the \"drug lag\" in China for indications approved by the FDA after 2015 had decreased in comparison to those approved before 2015, with the median delay reducing from 4,049 to 2,812 days. The principal factors influencing drug availability were the global R&D and commercial strategies of sponsors. This finding highlighted that encouraging multinational sponsors to integrate China into their initial global development plans and to incentivize domestic companies to engage in earlier and more substantial international research and development collaborations were more important for mitigating \"drug loss\" and \"drug lag\" in China.</p>","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":" ","pages":""},"PeriodicalIF":5.5,"publicationDate":"2026-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145948266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Chazmyn Riley, Natasha Desiree Casas, Patricia D Maglalang, Hongyu Su, An Le, Shravani Etrouth, Shayna R Killam, MaryPeace McRae
Students and trainees are integral to clinical pharmacology, as they have the potential to shape the field. This perspective highlights how the ASCPT Student and Trainee Community engages members worldwide, providing opportunities and resources to advance scientific and professional development. It also discusses strategies to foster equitable access and how these efforts promote pharmacoequity, including peer mentorship, international engagement, fair access to leadership roles, and diverse representation.
{"title":"Building Pharmacoequity through Student and Trainee Education, Service, and Global Outreach.","authors":"Chazmyn Riley, Natasha Desiree Casas, Patricia D Maglalang, Hongyu Su, An Le, Shravani Etrouth, Shayna R Killam, MaryPeace McRae","doi":"10.1002/cpt.70187","DOIUrl":"https://doi.org/10.1002/cpt.70187","url":null,"abstract":"<p><p>Students and trainees are integral to clinical pharmacology, as they have the potential to shape the field. This perspective highlights how the ASCPT Student and Trainee Community engages members worldwide, providing opportunities and resources to advance scientific and professional development. It also discusses strategies to foster equitable access and how these efforts promote pharmacoequity, including peer mentorship, international engagement, fair access to leadership roles, and diverse representation.</p>","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":" ","pages":""},"PeriodicalIF":5.5,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145909522","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Bridging the Regulatory Chasm in Investigator-Initiated Human Subject Cannabis Research.","authors":"Heather M Barkholtz, William Naviaux","doi":"10.1002/cpt.70195","DOIUrl":"https://doi.org/10.1002/cpt.70195","url":null,"abstract":"","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":" ","pages":""},"PeriodicalIF":5.5,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145909481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"On Selection and Analytical Transparency in the FRAME Framework for RWE Evaluation","authors":"Jörg Tomeczkowski, Eva Susanne Dietrich","doi":"10.1002/cpt.70192","DOIUrl":"10.1002/cpt.70192","url":null,"abstract":"","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":"119 3","pages":""},"PeriodicalIF":5.5,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145898943","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yan Jin, Ashish Sharma, Mariam A Ahmed, Sravanthi Cheeti, Ying Ou, Damayanthi Devineni, Yizhe Chen, Jitendra S Kanodia, Yasmeen Abouelhassan, Nadia Noormohamed, Jin Zhou, Patrick Marroum, Vaishali Sahasrabudhe, Islam R Younis
The FDA published guidance on assessing pharmacokinetics (PK) in participants with impaired renal function in 2024. The IQ CPLG Organ Impairment Working Group summarized the industry's perspective on this guidance by highlighting a few key updates in the 2024 guidance, including: (1) the recommendation of using estimated glomerular filtration rate (eGFR) over the Cockcroft-Gault (CG) equation to determine renal function; (2) the designs for dedicated renal impairment studies; and (3) characterizing the impact of impaired renal impairment in phase 2/3 trials. The use of absolute eGFR for dosing recommendations, differentiation between intermittent hemodialysis (IHD) and continuous renal replacement therapy (CRRT) in study design, and a preference for regression analysis over categorical analysis to model the relationship between renal function and PK parameters were also discussed. The updates in the FDA guidance resulted in better alignment with the European Medicines Agency (EMA) guidance on this topic, making global drug development more efficient. The manuscript also presented challenges in using different eGFR equations, the impact of protein binding on dose determination, and the need for further guidance on pediatric equations and novel drug modalities. In conclusion, the manuscript underscores the significance of the updated FDA guidance in enhancing the design, implementation, and data analysis of renal impairment studies while identifying areas for future updates to address emerging topics in drug development.
{"title":"An IQ Consortium Perspective on the FDA Guidance for Assessment of Pharmacokinetics in Participants With Impaired Renal Function.","authors":"Yan Jin, Ashish Sharma, Mariam A Ahmed, Sravanthi Cheeti, Ying Ou, Damayanthi Devineni, Yizhe Chen, Jitendra S Kanodia, Yasmeen Abouelhassan, Nadia Noormohamed, Jin Zhou, Patrick Marroum, Vaishali Sahasrabudhe, Islam R Younis","doi":"10.1002/cpt.70190","DOIUrl":"https://doi.org/10.1002/cpt.70190","url":null,"abstract":"<p><p>The FDA published guidance on assessing pharmacokinetics (PK) in participants with impaired renal function in 2024. The IQ CPLG Organ Impairment Working Group summarized the industry's perspective on this guidance by highlighting a few key updates in the 2024 guidance, including: (1) the recommendation of using estimated glomerular filtration rate (eGFR) over the Cockcroft-Gault (CG) equation to determine renal function; (2) the designs for dedicated renal impairment studies; and (3) characterizing the impact of impaired renal impairment in phase 2/3 trials. The use of absolute eGFR for dosing recommendations, differentiation between intermittent hemodialysis (IHD) and continuous renal replacement therapy (CRRT) in study design, and a preference for regression analysis over categorical analysis to model the relationship between renal function and PK parameters were also discussed. The updates in the FDA guidance resulted in better alignment with the European Medicines Agency (EMA) guidance on this topic, making global drug development more efficient. The manuscript also presented challenges in using different eGFR equations, the impact of protein binding on dose determination, and the need for further guidance on pediatric equations and novel drug modalities. In conclusion, the manuscript underscores the significance of the updated FDA guidance in enhancing the design, implementation, and data analysis of renal impairment studies while identifying areas for future updates to address emerging topics in drug development.</p>","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":" ","pages":""},"PeriodicalIF":5.5,"publicationDate":"2026-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145891869","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Optimized dosing precision of antibody-drug conjugates (ADCs) remains challenging due to narrow therapeutic indices, efficacious doses near the maximum tolerated dose, and substantial interindividual variability in exposure. Body size-based dosing can reduce exposure variability when the allometric scaling exponent for clearance α = 1 but may over- or underexpose patients with extreme body size when α ≠ 1. A recent review found α based on body weight (BW) was less than 0.7 for 8 of 10 approved ADCs,1 indicating room for improvement. This follow-up article outlines the strategy for dosing approach selection to enhance ADC dosing precision. To assess the performance of different body size metrics, α was re-estimated to BW, body surface area (BSA), ideal body weight (IBW), and adjusted IBW (AIBW). Simulations were conducted to evaluate the performance of dose capping. Results showed that all 15 approved ADCs used body size-based dosing, with seven using an upper dose cap, even when α < 0.5. AIBW and BSA commonly had an α closer to 1 compared with BW while IBW performed poorly due to lack of BW consideration. Simulations showed that when α was not close enough to 0 or 1 (e.g., 0.4 ≤ α ≤ 0.7), dose capping helped maintain percent AUC difference between patients extreme and normal body size within the desired range (e.g., 20%) with an upper dose cap when α ≥ 0.5 or a lower dose cap when α ≤ 0.5. Based on these findings, a decision tree is proposed to guide dosing strategy selection across drug development stages, by implementing model-informed approaches to improve ADC therapeutic outcomes.
{"title":"Optimizing Body Size-Based Dosing Approaches for Antibody-Drug Conjugates.","authors":"Andrew B SyBing, Diane D Wang","doi":"10.1002/cpt.70188","DOIUrl":"10.1002/cpt.70188","url":null,"abstract":"<p><p>Optimized dosing precision of antibody-drug conjugates (ADCs) remains challenging due to narrow therapeutic indices, efficacious doses near the maximum tolerated dose, and substantial interindividual variability in exposure. Body size-based dosing can reduce exposure variability when the allometric scaling exponent for clearance α = 1 but may over- or underexpose patients with extreme body size when α ≠ 1. A recent review found α based on body weight (BW) was less than 0.7 for 8 of 10 approved ADCs,<sup>1</sup> indicating room for improvement. This follow-up article outlines the strategy for dosing approach selection to enhance ADC dosing precision. To assess the performance of different body size metrics, α was re-estimated to BW, body surface area (BSA), ideal body weight (IBW), and adjusted IBW (AIBW). Simulations were conducted to evaluate the performance of dose capping. Results showed that all 15 approved ADCs used body size-based dosing, with seven using an upper dose cap, even when α < 0.5. AIBW and BSA commonly had an α closer to 1 compared with BW while IBW performed poorly due to lack of BW consideration. Simulations showed that when α was not close enough to 0 or 1 (e.g., 0.4 ≤ α ≤ 0.7), dose capping helped maintain percent AUC difference between patients extreme and normal body size within the desired range (e.g., 20%) with an upper dose cap when α ≥ 0.5 or a lower dose cap when α ≤ 0.5. Based on these findings, a decision tree is proposed to guide dosing strategy selection across drug development stages, by implementing model-informed approaches to improve ADC therapeutic outcomes.</p>","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":" ","pages":""},"PeriodicalIF":5.5,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145852833","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Georgi I Kapitanov, Justin C Earp, Kapil Gadkar, Jin Y Jin, Amita Joshi, Anna G Kondic, Cynthia J Musante, Blerta Shtylla, Mirjam N Trame, Piet H van der Graaf
Quantitative Systems Pharmacology (QSP) and Pharmacometrics (PMX) have historically existed at the two ends of the model-informed drug development (MIDD) spectrum. The session "Mind the gap - successful bridging of QSP and PMX in drug development" at the 2024 American Conference of Pharmacometrics brought together QSP scientists and pharmacometricians with the aim to develop better understandings of how to bridge this gap. The current perspective is based on the concepts that were presented and the follow-up panel discussion.
{"title":"Bridging the Gap: Integrating Quantitative Systems Pharmacology and Pharmacometrics in Drug Development.","authors":"Georgi I Kapitanov, Justin C Earp, Kapil Gadkar, Jin Y Jin, Amita Joshi, Anna G Kondic, Cynthia J Musante, Blerta Shtylla, Mirjam N Trame, Piet H van der Graaf","doi":"10.1002/cpt.70191","DOIUrl":"https://doi.org/10.1002/cpt.70191","url":null,"abstract":"<p><p>Quantitative Systems Pharmacology (QSP) and Pharmacometrics (PMX) have historically existed at the two ends of the model-informed drug development (MIDD) spectrum. The session \"Mind the gap - successful bridging of QSP and PMX in drug development\" at the 2024 American Conference of Pharmacometrics brought together QSP scientists and pharmacometricians with the aim to develop better understandings of how to bridge this gap. The current perspective is based on the concepts that were presented and the follow-up panel discussion.</p>","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":" ","pages":""},"PeriodicalIF":5.5,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145861721","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Michael Cristian Garcia, Bhavya Gandhi, Faisal Quadri, Mahnoor Shahab, Kassie Rong, Genevieve Ramnarine, Ishleen Sudan, Sophia Zhang, Michelle Yu, Sara Mojdehi, Lawrence Mbuagbaw, Anne M Holbrook
Ondansetron frequently triggers medication safety alerts because of its listing as a 'known risk' QT interval-prolonging medication. We aimed to summarize literature on QT-prolongation-related major adverse cardiac events associated with ondansetron. We searched Medline, Embase, International Pharmaceutical Abstracts, and Cochrane Central for randomized controlled trials comparing ondansetron to placebo in adults. Major adverse cardiac events (MACE) included death, nonfatal cardiac arrest, ventricular tachyarrhythmia including torsades de pointes, seizure, or syncope. Random-effects meta-analyses were performed with a treatment arm continuity correction for single- and double-zero event studies. We included 170 randomized trials (n = 23,421, 70.7% female, 48.3% aged >65), 119 trials (70.0%) involving surgical patients, and 77 (45.4%) including electrocardiograms. Mean follow-up was 10 days (SD: 21.8) (median: 1 day). Risk of bias was high for 11.8% of trials, and low for 28.8%. Only seven MACE (all deaths) were reported. Ondansetron was not associated with increased mortality (n = 23,421, RR: 1.03, 95% CI: 0.76-1.39, I2 = 0.0%), or arrhythmias. Lack of events precluded prespecified meta-analyses. Further research on QT-prolonging medications and their attributed adverse cardiac events and medication alert optimization is needed.
{"title":"Major Adverse Cardiac Events with Ondansetron: A Systematic Review.","authors":"Michael Cristian Garcia, Bhavya Gandhi, Faisal Quadri, Mahnoor Shahab, Kassie Rong, Genevieve Ramnarine, Ishleen Sudan, Sophia Zhang, Michelle Yu, Sara Mojdehi, Lawrence Mbuagbaw, Anne M Holbrook","doi":"10.1002/cpt.70189","DOIUrl":"https://doi.org/10.1002/cpt.70189","url":null,"abstract":"<p><p>Ondansetron frequently triggers medication safety alerts because of its listing as a 'known risk' QT interval-prolonging medication. We aimed to summarize literature on QT-prolongation-related major adverse cardiac events associated with ondansetron. We searched Medline, Embase, International Pharmaceutical Abstracts, and Cochrane Central for randomized controlled trials comparing ondansetron to placebo in adults. Major adverse cardiac events (MACE) included death, nonfatal cardiac arrest, ventricular tachyarrhythmia including torsades de pointes, seizure, or syncope. Random-effects meta-analyses were performed with a treatment arm continuity correction for single- and double-zero event studies. We included 170 randomized trials (n = 23,421, 70.7% female, 48.3% aged >65), 119 trials (70.0%) involving surgical patients, and 77 (45.4%) including electrocardiograms. Mean follow-up was 10 days (SD: 21.8) (median: 1 day). Risk of bias was high for 11.8% of trials, and low for 28.8%. Only seven MACE (all deaths) were reported. Ondansetron was not associated with increased mortality (n = 23,421, RR: 1.03, 95% CI: 0.76-1.39, I<sup>2</sup> = 0.0%), or arrhythmias. Lack of events precluded prespecified meta-analyses. Further research on QT-prolonging medications and their attributed adverse cardiac events and medication alert optimization is needed.</p>","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":" ","pages":""},"PeriodicalIF":5.5,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145861754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}