Samia Shabnaz, Eric Farber-Eger, Marwa Tantawy, Neyousha Shahisavandi, Timothy J Garrett, Samuel M Rubinstein, Michael G Fradley, Mohammed E Alomar, Danny DeAvila, Kenneth H Shain, R Frank Cornell, Daniel Lenihan, Qing Lu, Quinn S Wells, Rachid C Baz, Yan Gong
Carfilzomib is highly effective in the treatment of multiple myeloma, but it has been associated with cardiovascular adverse events that impact patient outcomes. Our prior global metabolomic analyses indicated an association between hydrophilic bile acids and carfilzomib-cardiotoxicity risk, although a causal relationship remained to be determined. Here, our objective was to validate the previously identified bile acids in an independent cohort and investigate whether these hydrophilic bile acids play a causal role in carfilzomib-cardiotoxicity using Mendelian randomization. Using targeted metabolomics, we validated the association between glycoursodeoxycholic acid and carfilzomib-cardiotoxicity in an independent cohort (n = 61). We then performed two-sample Mendelian randomization analyses, using metabolome-wide association study results to provide the genetic instruments for bile acid levels as exposure and genome-wide association study summary statistics from the UK Biobank (n = 484,598) as the outcome data for cardiovascular adverse events. Causal inference was assessed with the inverse-variance weighted method, followed by multiple sensitivity analyses. Higher glycoursodeoxycholic acid concentration (odds ratio = 0.34, P = 0.032) was associated with lower cardiotoxicity risk after adjusting for hypertension and high levels of brain natriuretic peptides. Mendelian randomization analysis demonstrated a robust causal effect of glycoursodeoxycholic acid on cardiotoxicity risk (β = -0.00065, P = 6.2 × 10-5). Gene enrichment analysis indicated pathways involving potassium channel regulation and thromboxane signaling to be implicated. This integrative metabolomic and genetic investigation supports a potential protective role of glycoursodeoxycholic acid in cardiovascular vulnerability and motivates larger, carfilzomib-specific studies to evaluate its utility for risk stratification.
{"title":"Causal Effects of Hydrophilic Bile Acids on Carfilzomib-Related Cardiovascular Events in Multiple Myeloma: A Mendelian Randomization Study.","authors":"Samia Shabnaz, Eric Farber-Eger, Marwa Tantawy, Neyousha Shahisavandi, Timothy J Garrett, Samuel M Rubinstein, Michael G Fradley, Mohammed E Alomar, Danny DeAvila, Kenneth H Shain, R Frank Cornell, Daniel Lenihan, Qing Lu, Quinn S Wells, Rachid C Baz, Yan Gong","doi":"10.1002/cpt.70222","DOIUrl":"10.1002/cpt.70222","url":null,"abstract":"<p><p>Carfilzomib is highly effective in the treatment of multiple myeloma, but it has been associated with cardiovascular adverse events that impact patient outcomes. Our prior global metabolomic analyses indicated an association between hydrophilic bile acids and carfilzomib-cardiotoxicity risk, although a causal relationship remained to be determined. Here, our objective was to validate the previously identified bile acids in an independent cohort and investigate whether these hydrophilic bile acids play a causal role in carfilzomib-cardiotoxicity using Mendelian randomization. Using targeted metabolomics, we validated the association between glycoursodeoxycholic acid and carfilzomib-cardiotoxicity in an independent cohort (n = 61). We then performed two-sample Mendelian randomization analyses, using metabolome-wide association study results to provide the genetic instruments for bile acid levels as exposure and genome-wide association study summary statistics from the UK Biobank (n = 484,598) as the outcome data for cardiovascular adverse events. Causal inference was assessed with the inverse-variance weighted method, followed by multiple sensitivity analyses. Higher glycoursodeoxycholic acid concentration (odds ratio = 0.34, P = 0.032) was associated with lower cardiotoxicity risk after adjusting for hypertension and high levels of brain natriuretic peptides. Mendelian randomization analysis demonstrated a robust causal effect of glycoursodeoxycholic acid on cardiotoxicity risk (β = -0.00065, P = 6.2 × 10<sup>-5</sup>). Gene enrichment analysis indicated pathways involving potassium channel regulation and thromboxane signaling to be implicated. This integrative metabolomic and genetic investigation supports a potential protective role of glycoursodeoxycholic acid in cardiovascular vulnerability and motivates larger, carfilzomib-specific studies to evaluate its utility for risk stratification.</p>","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":" ","pages":""},"PeriodicalIF":5.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146099507","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}
Anita Iacono, Martin K H Ho, Joanna Yang, Tonya Campbell, William Wynne, Dana Shearer, Lene Andersen, Eric Majer, Shaleesa Ledlie, Mina Tadrous, Tara Gomes
In Ontario, biologics have historically represented a small proportion of public drug claims but a large proportion of spending. Biosimilars, lower cost alternatives to biologics, offer a potential solution to the rising spending on biologics. From March 2023 to January 2024, the Ontario Ministry of Health required public drug program beneficiaries on eight innovator biologics to transition to biosimilars. Clinicians were reimbursed for supporting patients who transitioned. To evaluate the impact of this biosimilar switch policy, we conducted a repeated cross-sectional study using administrative data from April 2019 to June 2024. For the biologics (innovator and biosimilar) included in the policy, we reported the biosimilar market share, public drug program spending, and clinician support fees. We used interrupted time series analyses to evaluate the policy's impact, and forecasting to estimate drug cost savings. From March 2023 to June 2024, the percentage of affected individuals on biosimilars increased from 21.7% to 96.5%. Drug cost savings were $65.2 million between April 2023 to June 2024, with most savings attributed to non-insulin biosimilars. We estimated savings of $46.6 million in Year 1 (April 2023 to March 2024) and $95.9 million in Year 2 (April 2024 to March 2025). Clinician support fees totaled $3.4 million across the study period. Ontario's biosimilar policy achieved high biosimilar uptake and substantial cost savings. Future research should examine the impact of this policy on clinical outcomes to assess its broader implications for patient care and long-term sustainability.
{"title":"Measuring the Impact of the Substitution of Innovator Biologics With Biosimilars on Uptake and Costs Among Ontario Public Drug Benefit Recipients.","authors":"Anita Iacono, Martin K H Ho, Joanna Yang, Tonya Campbell, William Wynne, Dana Shearer, Lene Andersen, Eric Majer, Shaleesa Ledlie, Mina Tadrous, Tara Gomes","doi":"10.1002/cpt.70214","DOIUrl":"https://doi.org/10.1002/cpt.70214","url":null,"abstract":"<p><p>In Ontario, biologics have historically represented a small proportion of public drug claims but a large proportion of spending. Biosimilars, lower cost alternatives to biologics, offer a potential solution to the rising spending on biologics. From March 2023 to January 2024, the Ontario Ministry of Health required public drug program beneficiaries on eight innovator biologics to transition to biosimilars. Clinicians were reimbursed for supporting patients who transitioned. To evaluate the impact of this biosimilar switch policy, we conducted a repeated cross-sectional study using administrative data from April 2019 to June 2024. For the biologics (innovator and biosimilar) included in the policy, we reported the biosimilar market share, public drug program spending, and clinician support fees. We used interrupted time series analyses to evaluate the policy's impact, and forecasting to estimate drug cost savings. From March 2023 to June 2024, the percentage of affected individuals on biosimilars increased from 21.7% to 96.5%. Drug cost savings were $65.2 million between April 2023 to June 2024, with most savings attributed to non-insulin biosimilars. We estimated savings of $46.6 million in Year 1 (April 2023 to March 2024) and $95.9 million in Year 2 (April 2024 to March 2025). Clinician support fees totaled $3.4 million across the study period. Ontario's biosimilar policy achieved high biosimilar uptake and substantial cost savings. Future research should examine the impact of this policy on clinical outcomes to assess its broader implications for patient care and long-term sustainability.</p>","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":" ","pages":""},"PeriodicalIF":5.5,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146049615","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}
Lung cancer remains the leading cause of cancer-related mortality globally. While immune checkpoint inhibitors (ICIs) are the standard of care for metastatic non-small cell lung cancer (NSCLC), real-world data from Australia are limited. We conducted a population-based cohort study using national Pharmaceutical Benefits Scheme and National Death Index data, accessed via the Australian Bureau of Statistics DataLab. Adults initiating pembrolizumab monotherapy for metastatic NSCLC (2017-2022) were included. Overall survival (OS) and time to treatment discontinuation (TTD) were assessed using Kaplan-Meier analyses and multivariate Cox regressions. Immune-related adverse events (irAEs) were inferred from incident corticosteroid and levothyroxine prescriptions. Subgroup analyses were performed by age (18-64 and ≥ 65) and sex. Among 4,334 patients, median OS was 13.2 months. Younger patients had longer OS than those ≥ 65 (17.9 vs. 12.4 months; adjusted hazards ratio [aHR] 1.29, 95% confidence interval [CI]: 1.18-1.41). Females had longer OS than males (14.8 vs. 12.1 months; aHR 0.89, 95% CI: 0.83-0.96). TTD did not differ significantly by age or sex. Incident corticosteroid and levothyroxine use occurred in 19.1% and 8.0% of patients, respectively, with higher levothyroxine use in females (9.8% vs. 6.7%, P < 0.001). In this real-world study, survival outcomes with pembrolizumab were shorter than those reported in clinical trials. Observed differences by age and sex in survival and irAE proxies suggest potential biological variation in treatment response and toxicity. These findings highlight the need for integrated clinical data to support personalized use and inform treatment strategies that improve outcomes across diverse populations.
肺癌仍然是全球癌症相关死亡的主要原因。虽然免疫检查点抑制剂(ICIs)是转移性非小细胞肺癌(NSCLC)的标准治疗方案,但来自澳大利亚的实际数据有限。我们使用澳大利亚统计局数据实验室获取的国家药品福利计划和国家死亡指数数据进行了一项基于人群的队列研究。接受pembrolizumab单药治疗转移性NSCLC(2017-2022)的成人纳入研究。采用Kaplan-Meier分析和多变量Cox回归评估总生存期(OS)和停药时间(TTD)。免疫相关不良事件(irAEs)是从皮质类固醇和左甲状腺素处方中推断出来的。按年龄(18-64岁和≥65岁)和性别进行亚组分析。在4334例患者中,中位OS为13.2个月。年龄较小的患者比年龄≥65岁的患者生存期更长(17.9个月vs 12.4个月;校正风险比[aHR] 1.29, 95%可信区间[CI]: 1.18-1.41)。女性的OS比男性长(14.8个月比12.1个月;aHR 0.89, 95% CI: 0.83-0.96)。TTD在年龄和性别上没有显著差异。皮质类固醇和左甲状腺素的使用发生率分别为19.1%和8.0%,其中女性左甲状腺素的使用较高(9.8% vs. 6.7%, P
{"title":"Real-World Outcomes of Pembrolizumab Monotherapy in Metastatic Non-Small Cell Lung Cancer by Age and Sex: A National Population-Based Study in Australia.","authors":"Chin Hang Yiu, Stephen J Clarke, Christine Y Lu","doi":"10.1002/cpt.70170","DOIUrl":"https://doi.org/10.1002/cpt.70170","url":null,"abstract":"<p><p>Lung cancer remains the leading cause of cancer-related mortality globally. While immune checkpoint inhibitors (ICIs) are the standard of care for metastatic non-small cell lung cancer (NSCLC), real-world data from Australia are limited. We conducted a population-based cohort study using national Pharmaceutical Benefits Scheme and National Death Index data, accessed via the Australian Bureau of Statistics DataLab. Adults initiating pembrolizumab monotherapy for metastatic NSCLC (2017-2022) were included. Overall survival (OS) and time to treatment discontinuation (TTD) were assessed using Kaplan-Meier analyses and multivariate Cox regressions. Immune-related adverse events (irAEs) were inferred from incident corticosteroid and levothyroxine prescriptions. Subgroup analyses were performed by age (18-64 and ≥ 65) and sex. Among 4,334 patients, median OS was 13.2 months. Younger patients had longer OS than those ≥ 65 (17.9 vs. 12.4 months; adjusted hazards ratio [aHR] 1.29, 95% confidence interval [CI]: 1.18-1.41). Females had longer OS than males (14.8 vs. 12.1 months; aHR 0.89, 95% CI: 0.83-0.96). TTD did not differ significantly by age or sex. Incident corticosteroid and levothyroxine use occurred in 19.1% and 8.0% of patients, respectively, with higher levothyroxine use in females (9.8% vs. 6.7%, P < 0.001). In this real-world study, survival outcomes with pembrolizumab were shorter than those reported in clinical trials. Observed differences by age and sex in survival and irAE proxies suggest potential biological variation in treatment response and toxicity. These findings highlight the need for integrated clinical data to support personalized use and inform treatment strategies that improve outcomes across diverse populations.</p>","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":" ","pages":""},"PeriodicalIF":5.5,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146016604","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}
Gianmario Candore, Claire Martin, Mackenzie J. Mills, Annabel Suter, Anna Lloyd, Danitza Chavez-Montoya, Diego Civitelli, Birgit Wolf, Paul Bolot, Juergen Wasem, Montse Soriano Gabarró, Panos G. Kanavos, Mark Sculpher
{"title":"Reply to “On Selection and Analytical Transparency in the FRAME Framework for RWE Evaluation”","authors":"Gianmario Candore, Claire Martin, Mackenzie J. Mills, Annabel Suter, Anna Lloyd, Danitza Chavez-Montoya, Diego Civitelli, Birgit Wolf, Paul Bolot, Juergen Wasem, Montse Soriano Gabarró, Panos G. Kanavos, Mark Sculpher","doi":"10.1002/cpt.70197","DOIUrl":"10.1002/cpt.70197","url":null,"abstract":"","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":"119 3","pages":"589-590"},"PeriodicalIF":5.5,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ascpt.onlinelibrary.wiley.com/doi/epdf/10.1002/cpt.70197","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145996976","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
<p>Tokyo is one of my favorite cities in the world. Whenever I can travel there, I steal a little time to ride the automated and driverless <i>Yurikamome</i> from the city center out to Odaiba. On the shores of Odaiba, a striking Statue of Liberty rises against the expanse of Tokyo Bay. Though only one-seventh the size of its New York counterpart, its majesty is amplified by the broader canvas in which it is positioned—the Rainbow Bridge arching gracefully across the water, the Tokyo Tower piercing the skyline, and the bright blue skies by day or shimmering city lights by night that frame its silhouette. While the statue alone is a beautiful work of art, its placement within this panorama transforms it into a scene of resonance, meaning, and awe for the observer (Figure 1).</p><p>Hypothesis-generating research in clinical pharmacology is much the same. The discipline transcends biology, mathematics, and medicine. Learnings from observational research, associations in safety surveillance databases, simulations of optimal dosing regimens from quantitative pharmacological models, and predictive biomarker signature discoveries from translational research are important and useful, but often modest in isolation—like a statue without its backdrop. Yet when actively positioned within the broader context of pharmacological mechanisms, patient heterogeneity, drug development and regulatory strategy, clinical practice applications, and pathways toward implementation for transforming public health, these exploratory findings acquire depth and value. They invite the scientific community to see beyond immediate observations, reimagine implications for patients, and chart the roadmaps that could transform a hypothesis into evidence that is transformative for practice. It is such an active contextualization of research findings with a big-picture clinical perspective and explicit articulation of roadmaps toward patient-focused implementation that is welcomed in hypothesis-generating research reports in <i>CPT</i>.</p><p><i>CPT</i> publishes work across the spectrum of science underlying the <i><span>D</span>iscovery</i>, <i><span>D</span>evelopment</i>, <i><span>R</span>egulation</i>, and <i><span>U</span>tilization</i> (<i>DDRU</i>) of therapeutics. Whereas a research contribution may be primarily rooted in one of these dimensions, a mindful connection to the other dimensions is expected when framing the problem statement and discussing the research findings. For reports aligned with the <i>Discovery</i> dimension, a motivating clinically relevant question and a discussion of the research findings with respect to implications for therapeutics, including future-oriented roadmaps for solving the patient-focused problem at hand, are expected.</p><p>In this issue, motivated by the clinical problem of the high incidence and severity of mucositis in pediatric patients receiving high-dose methotrexate for acute lymphoblastic leukemia and inadequate understanding of cl
{"title":"Liberty on Odaiba, Against the Silhouette of Tokyo Bay: Inspirations for Moving Hypothesis-Generating Research to Patient-Centered Therapeutics","authors":"Karthik Venkatakrishnan","doi":"10.1002/cpt.70176","DOIUrl":"10.1002/cpt.70176","url":null,"abstract":"<p>Tokyo is one of my favorite cities in the world. Whenever I can travel there, I steal a little time to ride the automated and driverless <i>Yurikamome</i> from the city center out to Odaiba. On the shores of Odaiba, a striking Statue of Liberty rises against the expanse of Tokyo Bay. Though only one-seventh the size of its New York counterpart, its majesty is amplified by the broader canvas in which it is positioned—the Rainbow Bridge arching gracefully across the water, the Tokyo Tower piercing the skyline, and the bright blue skies by day or shimmering city lights by night that frame its silhouette. While the statue alone is a beautiful work of art, its placement within this panorama transforms it into a scene of resonance, meaning, and awe for the observer (Figure 1).</p><p>Hypothesis-generating research in clinical pharmacology is much the same. The discipline transcends biology, mathematics, and medicine. Learnings from observational research, associations in safety surveillance databases, simulations of optimal dosing regimens from quantitative pharmacological models, and predictive biomarker signature discoveries from translational research are important and useful, but often modest in isolation—like a statue without its backdrop. Yet when actively positioned within the broader context of pharmacological mechanisms, patient heterogeneity, drug development and regulatory strategy, clinical practice applications, and pathways toward implementation for transforming public health, these exploratory findings acquire depth and value. They invite the scientific community to see beyond immediate observations, reimagine implications for patients, and chart the roadmaps that could transform a hypothesis into evidence that is transformative for practice. It is such an active contextualization of research findings with a big-picture clinical perspective and explicit articulation of roadmaps toward patient-focused implementation that is welcomed in hypothesis-generating research reports in <i>CPT</i>.</p><p><i>CPT</i> publishes work across the spectrum of science underlying the <i><span>D</span>iscovery</i>, <i><span>D</span>evelopment</i>, <i><span>R</span>egulation</i>, and <i><span>U</span>tilization</i> (<i>DDRU</i>) of therapeutics. Whereas a research contribution may be primarily rooted in one of these dimensions, a mindful connection to the other dimensions is expected when framing the problem statement and discussing the research findings. For reports aligned with the <i>Discovery</i> dimension, a motivating clinically relevant question and a discussion of the research findings with respect to implications for therapeutics, including future-oriented roadmaps for solving the patient-focused problem at hand, are expected.</p><p>In this issue, motivated by the clinical problem of the high incidence and severity of mucositis in pediatric patients receiving high-dose methotrexate for acute lymphoblastic leukemia and inadequate understanding of cl","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":"119 2","pages":"289-294"},"PeriodicalIF":5.5,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ascpt.onlinelibrary.wiley.com/doi/epdf/10.1002/cpt.70176","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146002668","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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":"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":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12962354/pdf/","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":"OA","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":"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}