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Mou Z, Volarath P, Racz R, Cross KP, Girireddy M, Chakravarti S, Stavitskaya L. Quantitative Structure-Activity Relationship Models to Predict Cardiac Adverse Effects. Chem Res Toxicol 2024; 37:1924-1933. [PMID: 39535830 DOI: 10.1021/acs.chemrestox.4c00186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
Drug-induced cardiotoxicity represents one of the most common causes of attrition of drug candidates in preclinical and clinical development. For this reason, the evaluation of cardiac toxicity is essential during drug development and regulatory review. In the present study, drug-induced postmarket adverse event combinations from the FDA Adverse Event Reporting System were extracted for 2002 drugs using 243 cardiac toxicity-related preferred terms (PTs). These PTs were combined into 12 groups based on their clinical relevance to serve as training sets. The optimal classification scheme was determined using a combination of data sources that included drug labeling information, published literature, clinical study data, and postmarket surveillance data. Two commercial QSAR platforms were used to construct 12 models, including general cardiac toxicity, cardiac ischemia, heart failure, cardiac valve disease, myocardial disease, pericardial disease, structural heart disease, cardiac arrhythmia, Torsades de Pointes, long QT syndrome, atrial fibrillation and ventricular arrhythmia, and cardiac arrest. The cross-validated performance for the new models reached a sensitivity of up to 80% and negative predictivity of up to 80%. These new models covering a wide range of cardiac endpoints will provide fast, reliable, and comprehensive predictions of potential cardiotoxic compounds in drug discovery and regulatory safety assessment.
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Affiliation(s)
- Zhongyu Mou
- FDA Center for Drug Evaluation and Research (CDER), Silver Spring, Maryland 20903, United States
| | - Patra Volarath
- FDA Center for Drug Evaluation and Research (CDER), Silver Spring, Maryland 20903, United States
| | - Rebecca Racz
- FDA Center for Drug Evaluation and Research (CDER), Silver Spring, Maryland 20903, United States
| | | | | | | | - Lidiya Stavitskaya
- FDA Center for Drug Evaluation and Research (CDER), Silver Spring, Maryland 20903, United States
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Wang X, Nakano K, Shiga T, Ohmoto A, Oyakawa T, Ebihara A, Sato Y, Fukuda N, Nishizawa M, Urasaki T, Ono M, Yunokawa M, Tomomatsu J, Takahashi S. Assessment of Pazopanib-Related Heart Failure in Patients With Advanced Soft Tissue Sarcoma - A Single Institute Analysis. Circ J 2024; 88:228-233. [PMID: 35314578 DOI: 10.1253/circj.cj-21-0808] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2024]
Abstract
BACKGROUND Heart failure (HF) is one of the potential adverse events of pazopanib treatment for soft tissue sarcoma (STS), but detailed reports of such HF cases are scarce. This study determined the incidence and risk factors of HF following pazopanib treatment for STS at our Institute and the clinical outcomes. METHODS AND RESULTS This study retrospectively analyzed the cases of STS patients treated with pazopanib (n=151) between 2012 and 2020. HF occurred in 6 patients (3.9%) at the median onset of 137 (range 14-468) days after the treatment initiation. When their HF was diagnosed, pazopanib was interrupted in all 6 patients. No patients experienced HF-related death, and HF development was not a significant factor for poor overall survival. The cumulative doses of anthracyclines (>225 mg/m2) before pazopanib initiation (83% vs. 37%, P=0.031), pazopanib initiation at age ≥60 years (83% vs. 35%, P=0.026), and the baseline B-type natriuretic peptide (BNP) concentration (≥50 pg/mL) before pazopanib (67% vs. 11%, P=0.002) initiation were predictive factors for post-pazopanib treatment HF. CONCLUSIONS The study findings highlight the effect of past anthracycline exposure and baseline BNP for pazopanib-associated HF. Although the study patients' clinical outcomes were generally favorable, periodic monitoring of cardiac function using ultrasonic echocardiography or serum markers is essential to detect events early and begin therapeutic intervention appropriately under a cardiologist's instructions.
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Affiliation(s)
- Xiaofei Wang
- Department of Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Kenji Nakano
- Department of Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Taro Shiga
- Department of Onco-Cardiology/Cardiovascular Medicine, The Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Akihiro Ohmoto
- Department of Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Takuya Oyakawa
- Department of Onco-Cardiology/Cardiovascular Medicine, The Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Aya Ebihara
- Department of Onco-Cardiology/Cardiovascular Medicine, The Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Yasuyoshi Sato
- Department of Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Naoki Fukuda
- Department of Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Masatoshi Nishizawa
- Department of Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research
- Next Generation Development of Genome and Cellular Therapy Program, Research Institute for Radiation Biology and Medicine, Hiroshima University
| | - Tsuya Urasaki
- Department of Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Makiko Ono
- Department of Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Mayu Yunokawa
- Department of Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Junichi Tomomatsu
- Department of Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research
| | - Shunji Takahashi
- Department of Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research
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Alhaja M, Chen S, Chin AC, Schulte B, Legasto CS. Cardiac Safety of Pegylated Liposomal Doxorubicin After Conventional Doxorubicin Exposure in Patients With Sarcoma and Breast Cancer. Cureus 2023; 15:e44837. [PMID: 37809186 PMCID: PMC10559758 DOI: 10.7759/cureus.44837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/07/2023] [Indexed: 10/10/2023] Open
Abstract
BACKGROUND Lifetime cumulative doses of conventional doxorubicin (>450 mg/m2) are associated with dose-dependent cardiotoxicity. In sarcoma and breast cancer, conventional doxorubicin is often utilized in the adjuvant setting, whereas pegylated liposomal doxorubicin (PLD) is typically reserved for recurrent and metastatic disease. PLD is believed to be associated with reduced cardiotoxicity compared to conventional doxorubicin. Limited data exists evaluating the cardiotoxicity associated with PLD treatment after conventional doxorubicin, especially when doxorubicin lifetime doses approach the established cumulative total lifetime dose of 450-550 mg/m2. This study aims to further qualify the cardiac safety of PLD use in patients who have had prior exposure to conventional doxorubicin. METHODS This was a single-center, observational, retrospective cohort study conducted in patients ≥18 years with sarcoma or breast cancer who were exposed to conventional doxorubicin from an earlier line of treatment before PLD between January 2010 to May 2022. Patients were evaluated for the presence of cardiac toxicity at any point in their treatment course. Cardiac toxicity was defined as ≥ 10% decrease in left ventricle ejection fraction (LVEF) or a new diagnosis of heart failure within six months after PLD cessation. The time interval between the last conventional doxorubicin exposure and PLD initiation and the time interval between PLD initiation and LVEF monitoring were also analyzed. RESULTS 494 patients were screened, and 50 met inclusion criteria: eight with sarcoma and 42 with breast cancer. The median lifetime cumulative conventional doxorubicin dose in patients with sarcoma was 450 mg/m2 with a maximum dose of 825 mg/m2 and 240 mg/m2 with a maximum dose of 300 mg/m2 in breast cancer patients. The median lifetime cumulative PLD dose was 105 mg/m2 (range: 35-150 mg/m2) in the sarcoma group and 105 mg/m2 (range: 35-510 mg/m2) in the breast cancer group. A decrease of ≥ 10% in LVEF was not observed in the sarcoma group. Patients with breast cancer had available LVEF data on PLD, and three of these patients experienced ≥ 10% in LVEF drop, with one of these patients diagnosed with heart failure. The average cumulative dose of PLD administered in patients with > 10% decrease in LVEF was 177 mg/m2 and had an average of 3.5 cycles. Five sarcoma patients initiated PLD treatment within two years after conventional doxorubicin exposure, while most breast patients initiated PLD treatment at least 10 years following conventional doxorubicin exposure. The average time from PLD initiation to first and second available LVEF monitoring was one and five months in the sarcoma group and three and eight months in the breast cancer group, respectively. CONCLUSION PLD administration in patients with prior exposure to conventional doxorubicin appears to be safe, with limited cardiotoxicity in patients with sarcoma and breast cancer. Future research is needed to determine if and how often routine cardiac monitoring is needed for patients on PLD without existing cardiac risk.
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Affiliation(s)
- Maher Alhaja
- Oncology, Department of Pharmaceutical Services, University of California San Francisco, San Francisco, USA
| | - Sherry Chen
- Oncology, Department of Pharmaceutical Services, University of California San Francisco, San Francisco, USA
| | - Alan C Chin
- Oncology, Department of Pharmaceutical Services, University of California San Francisco, San Francisco, USA
| | - Brian Schulte
- Oncology, Department of Medicine, University of California San Francisco, San Francisco, USA
| | - Carlo S Legasto
- Oncology, Department of Pharmaceutical Services, University of California San Francisco, San Francisco, USA
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Uruski P, Matuszewska J, Leśniewska A, Rychlewski D, Niklas A, Mikuła-Pietrasik J, Tykarski A, Książek K. An integrative review of nonobvious puzzles of cellular and molecular cardiooncology. Cell Mol Biol Lett 2023; 28:44. [PMID: 37221467 DOI: 10.1186/s11658-023-00451-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 04/17/2023] [Indexed: 05/25/2023] Open
Abstract
Oncologic patients are subjected to four major treatment types: surgery, radiotherapy, chemotherapy, and immunotherapy. All nonsurgical forms of cancer management are known to potentially violate the structural and functional integrity of the cardiovascular system. The prevalence and severity of cardiotoxicity and vascular abnormalities led to the emergence of a clinical subdiscipline, called cardiooncology. This relatively new, but rapidly expanding area of knowledge, primarily focuses on clinical observations linking the adverse effects of cancer therapy with deteriorated quality of life of cancer survivors and their increased morbidity and mortality. Cellular and molecular determinants of these relations are far less understood, mainly because of several unsolved paths and contradicting findings in the literature. In this article, we provide a comprehensive view of the cellular and molecular etiology of cardiooncology. We pay particular attention to various intracellular processes that arise in cardiomyocytes, vascular endothelial cells, and smooth muscle cells treated in experimentally-controlled conditions in vitro and in vivo with ionizing radiation and drugs representing diverse modes of anti-cancer activity.
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Affiliation(s)
- Paweł Uruski
- Department of Hypertensiology, Poznań University of Medical Sciences, Długa ½ Str., 61-848, Poznan, Poland
| | - Julia Matuszewska
- Department of Pathophysiology of Ageing and Civilization Diseases, Poznań University of Medical Sciences, Długa ½ Str., 61-848, Poznan, Poland
| | - Aleksandra Leśniewska
- Department of Pathophysiology of Ageing and Civilization Diseases, Poznań University of Medical Sciences, Długa ½ Str., 61-848, Poznan, Poland
| | - Daniel Rychlewski
- Department of Pathophysiology of Ageing and Civilization Diseases, Poznań University of Medical Sciences, Długa ½ Str., 61-848, Poznan, Poland
| | - Arkadiusz Niklas
- Department of Hypertensiology, Poznań University of Medical Sciences, Długa ½ Str., 61-848, Poznan, Poland
| | - Justyna Mikuła-Pietrasik
- Department of Pathophysiology of Ageing and Civilization Diseases, Poznań University of Medical Sciences, Długa ½ Str., 61-848, Poznan, Poland
| | - Andrzej Tykarski
- Department of Hypertensiology, Poznań University of Medical Sciences, Długa ½ Str., 61-848, Poznan, Poland
| | - Krzysztof Książek
- Department of Pathophysiology of Ageing and Civilization Diseases, Poznań University of Medical Sciences, Długa ½ Str., 61-848, Poznan, Poland.
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Zelmat Y, Conte C, Noize P, Vabre C, Pajiep M, Lafaurie M, Lapeyre-Mestre M, Despas F. Incidence of heart failure following exposure to a protein kinase inhibitor, a French population-based study. Br J Clin Pharmacol 2023; 89:1338-1348. [PMID: 36285576 DOI: 10.1111/bcp.15576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 10/10/2022] [Accepted: 10/14/2022] [Indexed: 11/28/2022] Open
Abstract
AIMS Pharmacovigilance signals of heart failure (HF) following exposure to protein kinase inhibitors (PKIs) have been detected in recent years. Our aim was to identify the PKIs most frequently associated with the development of HF. METHODS Using the French National Healthcare Database, all patients newly exposed to a PKI between January 2011 and June 2014 were followed up for 18 months. Specific hospitalization diagnosis and long-term HF-related disease codes were used to identify HF patients. HF incidence rate ratios (IRRs) were measured and adjusted hazard ratios (aHRs) were estimated using a Cox model. Sensitivity analyses were performed to limit the potential indication and competitive risk bias. RESULTS Thirteen PKIs were studied. Among the 49 714 new PKI users registered during the study period, the mean IRR of HF was 3.38 per 100 person-years, with a median time to onset of 155 days. We found a significant increase in the incidence of HF for six medicinal products: pazopanib (aHR = 2.42, 95% confidence interval [CI] 1.67-3.52), dasatinib (aHR = 2.22, 95% CI 1.42-3.44), ruxolitinib (aHR = 2.11, 95% CI 1.69-2.64), crizotinib (aHR = 1.71, 95% CI 1.07-2.72), everolimus (aHR = 1.45, 95% CI 1.26-1.67) and vemurafenib (aHR = 1.37, 95% CI 1.01-1.86). Sensitivity analyses were consistent with our primary analysis. CONCLUSIONS The current study provides knowledge on HF following exposure to a PKI. Additional studies could confirm these results for dasatinib, everolimus, pazopanib and ruxolitinib, and particularly for the two medicinal products with results slightly above the significance threshold, namely, crizotinib and vemurafenib, in our sensitivity analyses.
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Affiliation(s)
- Yoann Zelmat
- Medical and Clinical Pharmacology Unit, University Hospital Centre Toulouse, Toulouse, France
| | - Cécile Conte
- Medical and Clinical Pharmacology Unit, University Hospital Centre Toulouse, Toulouse, France.,Department of Medical and Clinical Pharmacology, Centre of PharmacoVigilance and Pharmacoepidemiology, Toulouse University Hospital, Faculty of Medicine, Toulouse, France
| | - Pernelle Noize
- Bordeaux University, INSERM, BPH, U1219, Bordeaux, France.,Department of Medical and Clinical Pharmacology, Bordeaux University Hospital, Bordeaux, France
| | - Clémentine Vabre
- Medical and Clinical Pharmacology Unit, University Hospital Centre Toulouse, Toulouse, France.,Department of Medical and Clinical Pharmacology, Centre of PharmacoVigilance and Pharmacoepidemiology, Toulouse University Hospital, Faculty of Medicine, Toulouse, France
| | - Marie Pajiep
- Medical and Clinical Pharmacology Unit, University Hospital Centre Toulouse, Toulouse, France.,Department of Medical and Clinical Pharmacology, Centre of PharmacoVigilance and Pharmacoepidemiology, Toulouse University Hospital, Faculty of Medicine, Toulouse, France
| | - Margaux Lafaurie
- Medical and Clinical Pharmacology Unit, University Hospital Centre Toulouse, Toulouse, France.,Department of Medical and Clinical Pharmacology, Centre of PharmacoVigilance and Pharmacoepidemiology, Toulouse University Hospital, Faculty of Medicine, Toulouse, France
| | - Maryse Lapeyre-Mestre
- Medical and Clinical Pharmacology Unit, University Hospital Centre Toulouse, Toulouse, France.,Department of Medical and Clinical Pharmacology, Centre of PharmacoVigilance and Pharmacoepidemiology, Toulouse University Hospital, Faculty of Medicine, Toulouse, France
| | - Fabien Despas
- Medical and Clinical Pharmacology Unit, University Hospital Centre Toulouse, Toulouse, France.,Department of Medical and Clinical Pharmacology, Centre of PharmacoVigilance and Pharmacoepidemiology, Toulouse University Hospital, Faculty of Medicine, Toulouse, France.,Clinical Investigation Centre 1436, University Hospital Centre Toulouse, Toulouse cedex 9, France.,Equipe Pharmacologie en Population (Population Pharmacology Team), cohorteS, biobanqueS, PEPPS, Toulouse University, Toulouse, France
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