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McEwin EJ, Hooimeyer A, Mintzes BJ. Post-Market Evidence for Cancer Medicines in Regulatory and Clinical Decision-Making: A Scoping Review. Pharmacoepidemiol Drug Saf 2025; 34:e70093. [PMID: 39805804 DOI: 10.1002/pds.70093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 11/22/2024] [Accepted: 12/13/2024] [Indexed: 01/16/2025]
Abstract
BACKGROUND Cancer medicines usually have uncertain efficacy and safety profiles when they are first approved by medicines regulators because this evidence usually emerges post-market. Little is known about the extent to which post-market evidence is evaluated and integrated into evidence review processes in regulatory and clinical contexts. OBJECTIVES The objective of this scoping review is to examine the literature on how post-market evidence on benefits and harms is evaluated and integrated in regulatory decisions and guidance for clinical decision-making. METHODS This scoping review focussed on the organisations that review cancer medicines and post-market evidence for their benefits and harms. It examined all regulatory or clinical contexts in which this post-market evidence might be included in evidence review processes for evaluation then integration into regulatory or clinical contexts. Four electronic databases were searched. Titles and abstracts were screened for all retrieved references followed by full-text screening by two independent reviewers according to pre-specified inclusion criteria. RESULTS In total, 28 studies met inclusion criteria. These included 31 assessments by medicines regulators, four by clinical practice guideline developers and two by health technology assessment agencies. Half of the studies evaluated clinical outcomes for benefit or harms (e.g., overall survival, serious adverse events). We found that more published literature evaluated and integrated post-market evidence for benefits and harms of cancer medicines in regulatory than in clinical situations, such as treatment guidelines and health technology assessments. In these studies, post-market evidence for harms seemed to be integrated more often than for benefits. And the studies showed a gap: only some of the evaluated post-market evidence was subsequently integrated in both regulatory and clinical situations. CONCLUSION Overall, these findings raise important questions around the availability, accessibility, and assessment of post-market evidence for benefits and harms of cancer medicines so that it can be used by health professionals working in cancer services and by people with cancer.
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Affiliation(s)
- Eliza J McEwin
- Charles Perkins Centre and School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Ashleigh Hooimeyer
- Charles Perkins Centre and School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Barbara J Mintzes
- Charles Perkins Centre and School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
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2
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McMaster C, Chan J, Liew DFL, Su E, Frauman AG, Chapman WW, Pires DEV. Developing a deep learning natural language processing algorithm for automated reporting of adverse drug reactions. J Biomed Inform 2023; 137:104265. [PMID: 36464227 DOI: 10.1016/j.jbi.2022.104265] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 11/01/2022] [Accepted: 11/29/2022] [Indexed: 12/03/2022]
Abstract
The detection of adverse drug reactions (ADRs) is critical to our understanding of the safety and risk-benefit profile of medications. With an incidence that has not changed over the last 30 years, ADRs are a significant source of patient morbidity, responsible for 5%-10% of acute care hospital admissions worldwide. Spontaneous reporting of ADRs has long been the standard method of reporting, however this approach is known to have high rates of under-reporting, a problem that limits pharmacovigilance efforts. Automated ADR reporting presents an alternative pathway to increase reporting rates, although this may be limited by over-reporting of other drug-related adverse events. We developed a deep learning natural language processing algorithm to identify ADRs in discharge summaries at a single academic hospital centre. Our model was developed in two stages: first, a pre-trained model (DeBERTa) was further pre-trained on 1.1 million unlabelled clinical documents; secondly, this model was fine-tuned to detect ADR mentions in a corpus of 861 annotated discharge summaries. This model was compared to a version without the pre-training step, and a previously published RoBERTa model pretrained on MIMIC III, which has demonstrated strong performance on other pharmacovigilance tasks. To ensure that our algorithm could differentiate ADRs from other drug-related adverse events, the annotated corpus was enriched for both validated ADR reports and confounding drug-related adverse events using. The final model demonstrated good performance with a ROC-AUC of 0.955 (95% CI 0.933 - 0.978) for the task of identifying discharge summaries containing ADR mentions, significantly outperforming the two comparator models.
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Affiliation(s)
- Christopher McMaster
- Department of Clinical Pharmacology & Therapeutics, Austin Health, Melbourne, Victoria, Australia; Department of Rheumatology, Austin Health, Melbourne, Victoria, Australia; The Centre for Digital Transformation of Health, University of Melbourne, Melbourne, Victoria, Australia; School of Computing and Information Systems, University of Melbourne, Melbourne, Victoria, Australia.
| | - Julia Chan
- Department of Rheumatology, Austin Health, Melbourne, Victoria, Australia
| | - David F L Liew
- Department of Clinical Pharmacology & Therapeutics, Austin Health, Melbourne, Victoria, Australia; Department of Rheumatology, Austin Health, Melbourne, Victoria, Australia; Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Elizabeth Su
- Department of Clinical Pharmacology & Therapeutics, Austin Health, Melbourne, Victoria, Australia
| | - Albert G Frauman
- Department of Clinical Pharmacology & Therapeutics, Austin Health, Melbourne, Victoria, Australia; Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Wendy W Chapman
- The Centre for Digital Transformation of Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Douglas E V Pires
- The Centre for Digital Transformation of Health, University of Melbourne, Melbourne, Victoria, Australia; School of Computing and Information Systems, University of Melbourne, Melbourne, Victoria, Australia
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Kollhorst B, Reinders T, Grill S, Eberle A, Intemann T, Kieschke J, Meyer M, Nennecke A, Rathmann W, Pigeot I. Record linkage of claims and cancer registries data-Evaluation of a deterministic linkage approach based on indirect personal identifiers. Pharmacoepidemiol Drug Saf 2022; 31:1287-1293. [PMID: 36129372 DOI: 10.1002/pds.5545] [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: 12/15/2021] [Revised: 07/20/2022] [Accepted: 09/05/2022] [Indexed: 12/15/2022]
Abstract
PURPOSE In Germany, record linkage of claims and cancer registry data is cost- and time-consuming, since up until recently no unique personal identifier was available in both data sources. The aim of this study was to evaluate the feasibility and performance of a deterministic linkage procedure based on indirect personal identifiers included in the data sources. METHODS We identified users of glucose-lowering drugs with residence in four federal states in Northern and Southern Germany (Bavaria, Bremen, Hamburg, Lower Saxony) in the German Pharmacoepidemiological Research Database (GePaRD) and assessed colorectal and thyroid cancer cases. Cancer registries of the federal states selected all colorectal and thyroid cancer cases between 2004 and 2015. A deterministic linkage approach was performed based on indirect personal identifiers such as year of birth, sex, area of residence, type of cancer and an absolute difference between the dates of cancer diagnosis in both data sources of at most 90 days. Results were compared to a probabilistic linkage using "direct" personal identifiers (gold standard). RESULTS The deterministic linkage procedure yielded a sensitivity of 71.8% for colorectal cancer and 66.6% for thyroid cancer. For thyroid cancer, the sensitivity improved when using only inpatient diagnosis to define cancer in GePaRD (71.4%). Specificity was always above 99%. Using the probabilistic linkage to define cancer cases, the risk for colorectal cancer was estimated 10 percentage points lower than when using the deterministic approach. CONCLUSIONS Sensitivity of the deterministic linkage approach appears to be too low to be considered as reasonable alternative to the probabilistic linkage procedure.
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Affiliation(s)
- Bianca Kollhorst
- Department of Biometry and Data Management, Leibniz-Institute for Prevention Research and Epidemiology-BIPS, Bremen, Germany
| | - Tammo Reinders
- Department of Biometry and Data Management, Leibniz-Institute for Prevention Research and Epidemiology-BIPS, Bremen, Germany
| | - Susann Grill
- Department of Biometry and Data Management, Leibniz-Institute for Prevention Research and Epidemiology-BIPS, Bremen, Germany
| | - Andrea Eberle
- Cancer Registry of Bremen, Leibniz Institute for Prevention Research and Epidemiology-BIPS, Bremen, Germany
| | - Timm Intemann
- Department of Biometry and Data Management, Leibniz-Institute for Prevention Research and Epidemiology-BIPS, Bremen, Germany
| | | | - Martin Meyer
- Bavarian State Office for Food Safety and Health, Nürnberg, Germany
| | | | - Wolfgang Rathmann
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
| | - Iris Pigeot
- Department of Biometry and Data Management, Leibniz-Institute for Prevention Research and Epidemiology-BIPS, Bremen, Germany.,Faculty of Mathematics and Computer Science, University of Bremen, Bremen, Germany
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Sankar K, Macfarlane M, Cooper O, Falk J. Pembrolizumab-Induced Diabetic Ketoacidosis: A Review of Critical Care Case. Cureus 2021; 13:e18983. [PMID: 34820238 PMCID: PMC8607337 DOI: 10.7759/cureus.18983] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/22/2021] [Indexed: 12/19/2022] Open
Abstract
Diabetic ketoacidosis (DKA) is a commonly encountered diagnosis in the general inpatient and intensive care unit settings. We report a rare case of pembrolizumab-induced DKA in a patient with bladder carcinoma in situ with no prior diagnosis of diabetes. Our case highlights the importance of understanding immune-related adverse events (IRAEs) as immunotherapy is becoming a mainstay of treatment for a variety of diagnoses. The rare side effect of DKA presented in this case is compared to the classical presentation of DKA secondary to type 1 diabetes mellitus (T1DM). We found that pembrolizumab-induced DKA presented with fewer symptoms than T1DM-induced DKA and did not present with serum antibodies that are typically present in T1DM. While management of DKA in the acute setting is unchanged regardless of the precipitating factor, this case demonstrates the importance of identifying the precipitant in order to pursue the appropriate diagnostic workup and long-term management.
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Affiliation(s)
- Keerthana Sankar
- Internal Medicine, Cedars-Sinai Medical Center, Los Angeles, USA
| | | | - Odelia Cooper
- Endocrinology and Diabetes, Cedars-Sinai Medical Center, Los Angeles, USA
| | - Jeremy Falk
- Pulmonary and Critical Care Medicine, Cedars-Sinai Medical Center, Los Angeles, USA
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Characterization of infections and hypogammaglobulinemia treated with the combination of pertuzumab and trastuzumab. Cancer Chemother Pharmacol 2019; 85:501-507. [PMID: 31641845 PMCID: PMC7036067 DOI: 10.1007/s00280-019-03970-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 10/09/2019] [Indexed: 11/23/2022]
Abstract
Purpose We update a patient series that reported a high incidence of infection with Gram-positive cocci in women treated with the combination of pertuzumab and trastuzumab and further characterize this clinical problem. Patients
Treating physicians and advanced practice partners identified women who developed infections while on treatment with pertuzumab and trastuzumab alone or in combination with chemotherapy and enrolled them onto this registry trial. Results Between March, 2014 and May, 2017, 48 patients with HER2-positive breast cancers were reported to have 59 individual infections. The median age was 48 years. Twenty-four patients received neoadjuvant therapy, 17 were treated for metastatic disease, and 7 were treated in the adjuvant setting. Pertuzumab and trastuzumab were combined with carboplatin and docetaxel in 24 (49%) patients, docetaxel in 10 (21%), nab-paclitaxel in 12 (24%), and without other agents in 2 (4%). Granulocyte growth factors were administered in 24 (49%) patients and no patients were documented to be neutropenic. Folliculitis developed in 25 (52%) patients and was counted as a single infection. Abscesses developed at a number of sites in 24 (49%) patients, including a septic knee requiring total knee replacement. Paronychia occurred in 7 (15%) patients, and 5 (10%) developed cellulitis. When cultures were obtained, Gram-positive cocci were consistently identified. Hypogammaglobulinemia was documented in 14 (36%) of the 33 patients tested. Conclusions Our data continue to support an increased risk of infections with Gram-positive cocci as a potentially serious adverse event in women treated with pertuzumab and trastuzumab.
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Suzuki A, Sato H, Sasaki Y. Does Industry-Conducted All-Case Surveillance of Newly Approved Oncology Drugs Contribute to the Revision of Package Inserts in Japan? Clin Transl Sci 2019; 12:505-512. [PMID: 31062933 PMCID: PMC6742944 DOI: 10.1111/cts.12644] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Accepted: 04/06/2019] [Indexed: 12/26/2022] Open
Abstract
In Japan, the Pharmaceuticals and Medical Devices Agency requires all-case surveillance studies (ACSS) for many novel oncology drugs as a condition for approval. However, this is a major burden on the pharmaceutical industry and clinicians. The objective of this analysis was to investigate whether ACSS can contribute essential new information on severe adverse drug reactions, which are necessary to revise the package inserts of drugs. All oncology drugs for which ACSS were required from January 2006-September 2015 found on the Pharmaceuticals and Medical Devices Agency website were reviewed, and the influence of ACSS on the package insert content was evaluated. Most of the package insert revisions regarding serious treatment-related adverse events were based on spontaneous reports from clinicians. The contribution of ACSS results to the revision of package inserts is limited and comes at the cost of financial resources and labor. An alternative, more efficient adverse-event reporting system is necessary.
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Affiliation(s)
- Akiyuki Suzuki
- Division of Pharmacokinetics and Pharmacodynamics, Department of Drug Information, Showa University School of Pharmacy, Tokyo, Japan
| | - Hitoshi Sato
- Division of Pharmacokinetics and Pharmacodynamics, Department of Drug Information, Showa University School of Pharmacy, Tokyo, Japan
| | - Yasutsuna Sasaki
- Division of Medical Oncology, Department of Medicine, Showa University School of Medicine, Tokyo, Japan.,Oncology Center, Musashino Tokushukai Hospital, Tokyo, Japan
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Gafter-Gvili A, Tibau A, Raanani P, Shepshelovich D. Safety-Related Postmarketing Modifications of Drugs for Hematological Malignancies. Acta Haematol 2019; 143:73-77. [PMID: 31167178 DOI: 10.1159/000500229] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Accepted: 04/09/2019] [Indexed: 11/19/2022]
Abstract
The prevalence of safety-related postmarketing label modifications of medications for hematological malignancies is unknown. We identified 35 new drugs indicated for hematological malignancies approved by the US Food and Drug Administration between January 1999 and December 2014. Characteristics of supporting trials and safety-related label modifications from approval to December 2017 were collected from drug labels. Regulatory review and approval pathways were also collected. New drug approvals were supported by trials with a median of 167 patients (interquartile range 115-316). All drugs were approved based on surrogate endpoints. Twenty-seven drug approvals (77%) were not supported by randomized controlled trials. All drugs received orphan drug designation, and most were granted fast track designation, priority review, and accelerated approval (83, 74, and 60%, respectively). A total of 28 drugs (80%) had postmarketing safety-related label modifications. Additions to black box warnings, contraindications, warnings and precautions, and common adverse reactions were identified in 31, 11, 77, and 46% of drugs, respectively. Five drugs (14%) were permanently or temporarily withdrawn from the US market. Drugs for hematological malignancies are often approved based on limited evidence through expedited regulatory pathways with incomplete safety profiles. Hematologists should be vigilant for unrecognized side effects when prescribing newly approved drugs.
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Affiliation(s)
- Anat Gafter-Gvili
- Department of Medicine A, Rabin Medical Center, Petah Tikva, Israel
- Institute of Hematology, Davidoff Cancer Center, Beilinson Hospital, Rabin Medical Center, Petah Tikva, Israel
- Sackler School of Medicine, Tel-Aviv University, Tel Aviv, Israel
| | - Ariadna Tibau
- Oncology Department, Hospital de la Santa Creu i Sant Pau and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Pia Raanani
- Institute of Hematology, Davidoff Cancer Center, Beilinson Hospital, Rabin Medical Center, Petah Tikva, Israel
- Sackler School of Medicine, Tel-Aviv University, Tel Aviv, Israel
| | - Daniel Shepshelovich
- Sackler School of Medicine, Tel-Aviv University, Tel Aviv, Israel,
- Division of Medical Oncology and Hematology, Department of Medicine, Princess Margaret Cancer Centre, Toronto, Ontario, Canada,
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Shepshelovich D, Tibau A, Goldvaser H, Ocana A, Seruga B, Amir E. Postmarketing Safety-Related Modifications of Drugs Approved by the US Food and Drug Administration Between 1999 and 2014 Without Randomized Controlled Trials. Mayo Clin Proc 2019; 94:74-83. [PMID: 30611457 DOI: 10.1016/j.mayocp.2018.07.027] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Revised: 07/11/2018] [Accepted: 07/26/2018] [Indexed: 11/19/2022]
Abstract
OBJECTIVE To investigate whether US Food and Drug Administration approval of new drugs without randomization or an active drug comparator is associated with more postmarketing safety-related label modifications. METHODS We searched Drugs@FDA for new drugs approved from January 1, 1999, through December 31, 2014. Drugs approved without supporting randomized controlled trials (RCTs) were matched to between 1 and 2 controls from similar therapeutic categories approved with supporting RCTs within 3 years of the reference drug. Study characteristics, regulatory pathways, and label modifications up to December 2017 were collected from drug labels. Differences in postmarketing safety modifications between cases and controls were assessed using conditional logistic regression. RESULTS The study cohort included 52 drugs approved without supporting RCTs and 91 matched controls. Drug approvals not supported by RCTs were associated with lower sample size (odds ratio [OR] per 100 patients, 0.77; 95% CI, 0.68-0.87) and were more likely to receive orphan drug designation (OR, 5.10; 95% CI, 2.23-11.69), fast-track designation (OR, 4.80; 95% CI, 2.25-10.23), and accelerated approval (OR, 7.00; 95% CI, 3.14-15.60). Drugs approved without supporting RCTs were associated with more modifications in black box warnings (28.8% vs 13.2%; OR, 2.67; 95% CI, 1.13-6.27), warnings and precautions (73.1% vs 52.7%; OR, 2.43; 95% CI, 1.16-5.09), and common adverse reactions (48.1% vs 23.1%; OR, 3.09; 95% CI, 1.49-6.41). CONCLUSION Food and Drug Administration approval of new drugs without supporting RCTs is associated with more postmarketing safety-related label modifications than drugs approved with supporting RCTs. Robust postmarketing studies are required for drugs approved without supporting RCTs. Health care professionals should be vigilant for unrecognized adverse effects when prescribing these drugs.
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Affiliation(s)
- Daniel Shepshelovich
- Division of Medical Oncology and Hematology, Department of Medicine, Princess Margaret Cancer Centre and the University of Toronto, Toronto, Ontario, Canada; Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ariadna Tibau
- Oncology Department, Hospital de la Santa Creu i Sant Pau and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Hadar Goldvaser
- Division of Medical Oncology and Hematology, Department of Medicine, Princess Margaret Cancer Centre and the University of Toronto, Toronto, Ontario, Canada; Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Alberto Ocana
- Translational Research Unit, Albacete University Hospital, Translational Oncology Laboratory, Regional Center for Biomedical Research (CRIB) and CIBERONC, Castilla La Mancha University, Albacete, Spain
| | - Bostjan Seruga
- Department of Medical Oncology, Institute of Oncology Ljubljana, Ljubljana, Slovenia
| | - Eitan Amir
- Division of Medical Oncology and Hematology, Department of Medicine, Princess Margaret Cancer Centre and the University of Toronto, Toronto, Ontario, Canada.
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Shepshelovich D, Tibau A, Goldvaser H, Molto C, Ocana A, Seruga B, Amir E. Postmarketing Modifications of Drug Labels for Cancer Drugs Approved by the US Food and Drug Administration Between 2006 and 2016 With and Without Supporting Randomized Controlled Trials. J Clin Oncol 2018; 36:1798-1804. [DOI: 10.1200/jco.2017.77.5593] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PurposeModifications in cancer drug indications, dosing, and related toxicities after Food and Drug Administration approval are common. It is unclear whether drug approval without a supporting randomized controlled trial (RCT) influences the probability of such modifications.MethodsWe searched the Drugs@FDA Web site for new drug indications for solid tumors approved between January 2006 and December 2016. Study characteristics, regulatory pathways, and label modifications from approval to October 2017 were collected from drug labels. Label modifications were considered to be major if defined as such in the drug label. Indications approved with and without supporting RCTs were compared using logistic regression. The Benjamini-Hochberg false discovery rate method was used to adjust for multiplicity.ResultsWe identified 59 individual drugs for 109 solid tumor indications. Of these, 17 indications (15.6%) were not supported by an RCT, with no change over time. Indications not supported by RCTs were more likely to require companion diagnostic tests (odds ratio [OR], 3.90; P = .02), to include surrogate end points as primary outcomes (OR, 7.88; P < .001), and to receive breakthrough therapy designation (OR, 7.62; P = .006) or accelerated approval (OR, 17.67; P < .001). Indications not supported by RCTs were associated with significantly higher odds of postapproval modifications in common adverse events (71% v 29%; OR, 5.78; P = .002). A nonsignificantly higher odds of postapproval major modifications in warnings and precautions was also observed (88% v 62%; OR, 4.61; P = .051). Postapproval major modifications in indication and usage, dosing and administration, boxed warnings, and contraindications were comparable in the two groups.ConclusionCancer drug indications not supported initially by RCTs are associated with more postmarketing safety-related label modifications. Health care professionals should be vigilant for unrecognized adverse effects when prescribing drugs approved without a supporting RCT.
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Affiliation(s)
- Daniel Shepshelovich
- Daniel Shepshelovich, Hadar Goldvaser, and Eitan Amir, Princess Margaret Cancer Centre and the University of Toronto, Toronto, Ontario, Canada; Daniel Shepshelovich and Hadar Goldvaser, Tel-Aviv University, Tel Aviv, Israel; Ariadna Tibau and Consolación Molto, Hospital de la Santa Creu i Sant Pau and Universitat Autònoma de Barcelona, Barcelona; Alberto Ocana, Castilla La Mancha University, Albacete, Spain; and Bostjan Seruga, Institute of Oncology Ljubljana, Ljubljana, Slovenia
| | - Ariadna Tibau
- Daniel Shepshelovich, Hadar Goldvaser, and Eitan Amir, Princess Margaret Cancer Centre and the University of Toronto, Toronto, Ontario, Canada; Daniel Shepshelovich and Hadar Goldvaser, Tel-Aviv University, Tel Aviv, Israel; Ariadna Tibau and Consolación Molto, Hospital de la Santa Creu i Sant Pau and Universitat Autònoma de Barcelona, Barcelona; Alberto Ocana, Castilla La Mancha University, Albacete, Spain; and Bostjan Seruga, Institute of Oncology Ljubljana, Ljubljana, Slovenia
| | - Hadar Goldvaser
- Daniel Shepshelovich, Hadar Goldvaser, and Eitan Amir, Princess Margaret Cancer Centre and the University of Toronto, Toronto, Ontario, Canada; Daniel Shepshelovich and Hadar Goldvaser, Tel-Aviv University, Tel Aviv, Israel; Ariadna Tibau and Consolación Molto, Hospital de la Santa Creu i Sant Pau and Universitat Autònoma de Barcelona, Barcelona; Alberto Ocana, Castilla La Mancha University, Albacete, Spain; and Bostjan Seruga, Institute of Oncology Ljubljana, Ljubljana, Slovenia
| | - Consolación Molto
- Daniel Shepshelovich, Hadar Goldvaser, and Eitan Amir, Princess Margaret Cancer Centre and the University of Toronto, Toronto, Ontario, Canada; Daniel Shepshelovich and Hadar Goldvaser, Tel-Aviv University, Tel Aviv, Israel; Ariadna Tibau and Consolación Molto, Hospital de la Santa Creu i Sant Pau and Universitat Autònoma de Barcelona, Barcelona; Alberto Ocana, Castilla La Mancha University, Albacete, Spain; and Bostjan Seruga, Institute of Oncology Ljubljana, Ljubljana, Slovenia
| | - Alberto Ocana
- Daniel Shepshelovich, Hadar Goldvaser, and Eitan Amir, Princess Margaret Cancer Centre and the University of Toronto, Toronto, Ontario, Canada; Daniel Shepshelovich and Hadar Goldvaser, Tel-Aviv University, Tel Aviv, Israel; Ariadna Tibau and Consolación Molto, Hospital de la Santa Creu i Sant Pau and Universitat Autònoma de Barcelona, Barcelona; Alberto Ocana, Castilla La Mancha University, Albacete, Spain; and Bostjan Seruga, Institute of Oncology Ljubljana, Ljubljana, Slovenia
| | - Bostjan Seruga
- Daniel Shepshelovich, Hadar Goldvaser, and Eitan Amir, Princess Margaret Cancer Centre and the University of Toronto, Toronto, Ontario, Canada; Daniel Shepshelovich and Hadar Goldvaser, Tel-Aviv University, Tel Aviv, Israel; Ariadna Tibau and Consolación Molto, Hospital de la Santa Creu i Sant Pau and Universitat Autònoma de Barcelona, Barcelona; Alberto Ocana, Castilla La Mancha University, Albacete, Spain; and Bostjan Seruga, Institute of Oncology Ljubljana, Ljubljana, Slovenia
| | - Eitan Amir
- Daniel Shepshelovich, Hadar Goldvaser, and Eitan Amir, Princess Margaret Cancer Centre and the University of Toronto, Toronto, Ontario, Canada; Daniel Shepshelovich and Hadar Goldvaser, Tel-Aviv University, Tel Aviv, Israel; Ariadna Tibau and Consolación Molto, Hospital de la Santa Creu i Sant Pau and Universitat Autònoma de Barcelona, Barcelona; Alberto Ocana, Castilla La Mancha University, Albacete, Spain; and Bostjan Seruga, Institute of Oncology Ljubljana, Ljubljana, Slovenia
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Abstract
Antipsychotics are the drugs prescribed to treat psychotic disorders; however, patients often fail to adhere to their treatment, and this has a severe negative effect on prognosis in these kinds of illnesses. Among the wide range of risk factors for treatment nonadherence, this systematic review covers those that are most important from the point of view of clinicians and patients and proposes guidelines for addressing them. Analyzing 38 studies conducted in a total of 51,796 patients, including patients with schizophrenia spectrum disorders and bipolar disorder, we found that younger age, substance abuse, poor insight, cognitive impairments, low level of education, minority ethnicity, poor therapeutic alliance, experience of barriers to care, high intensity of delusional symptoms and suspiciousness, and low socioeconomic status are the main risk factors for medication nonadherence in both types of disorder. In the future, prospective studies should be conducted on the use of personalized patient-tailored treatments, taking into account risk factors that may affect each individual, to assess the ability of such approaches to improve adherence and hence prognosis in these patients.
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Update on Cardiovascular Safety of Tyrosine Kinase Inhibitors: With a Special Focus on QT Interval, Left Ventricular Dysfunction and Overall Risk/Benefit. Drug Saf 2016; 38:693-710. [PMID: 26008987 DOI: 10.1007/s40264-015-0300-1] [Citation(s) in RCA: 79] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
We previously reviewed the cardiovascular safety of 16 tyrosine kinase inhibitors (TKIs), approved for use in oncology as of 30 September 2012. Since then, the indications for some of them have been widened and an additional nine TKIs have also been approved as of 30 April 2015. Eight of these nine are indicated for use in oncology and one (nintedanib) for idiopathic pulmonary fibrosis. This report is an update on the cardiovascular safety of those 16 TKIs, including the post-marketing data concerning their pro-arrhythmic effects, and reviews the cardiovascular safety of the nine new TKIs approved since (afatinib, cabozantinib, ceritinib, dabrafenib, ibrutinib, lenvatinib, nintedanib, ponatinib, and trametinib). As before, we focus on specific aspects of cardiovascular safety, namely their potential to induce QT interval prolongation, left ventricular (LV) dysfunction and hypertension but now also summarise the risks of arterial thromboembolic events (ATEs) associated with these agents. Of the newer TKIs, cabozantinib and ceritinib have been shown to induce a mild to moderate degree of QTc interval prolongation while cardiac dysfunction has been reported with the use of afatinib, dabrafenib, lenvatinib, ponatinib and trametinib. The label for axitinib was revised to include a new association with cardiac dysfunction. Hypertension is associated with cabozantinib, lenvatinib, nintedanib, ponatinib and trametinib. Ponatinib, within 10 months of its approval in December 2012, required voluntary (temporary) suspension of its marketing until significant safety revisions (restricted indication, additional warnings and precautions about the risk of arterial occlusion and thromboembolic events and amended dose) were made to its label. Compared with the previous 16 TKIs, more of the recently introduced TKIs are associated with the risk of LV dysfunction, and fewer with QT prolongation. Available data on morbidity and mortality associated with TKIs, together with post-marketing experience with lapatinib and ponatinib, emphasise the need for effective pharmacovigilance and ongoing re-assessment of their risk/benefit after approval of these novel agents. If not adequately managed, these cardiovascular effects significantly decrease the quality of life and increase the morbidity and mortality in a population already at high risk. Evidence accumulated over the last decade suggests that their clinical benefit, although worthwhile, is modest and extends only to progression-free survival and complete response without any effect on overall survival. During uncontrolled use in routine clinical practice, their risk/benefit is likely to be inferior to that perceived from highly controlled clinical trials.
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Saini VK, Sewal RK, Ahmad Y, Medhi B. Prospective Observational Study of Adverse Drug Reactions of Anticancer Drugs Used in Cancer Treatment in a Tertiary Care Hospital. Indian J Pharm Sci 2016; 77:687-93. [PMID: 26997696 PMCID: PMC4778228 DOI: 10.4103/0250-474x.174990] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Adverse drug reactions associated with the use of anticancer drugs are a worldwide problem and cannot be ignored. Adverse drug reactions can range from nausea, vomiting or any other mild reaction to severe myelosuppression. The study was planned to observe the suspected adverse drug reactions of cancer chemotherapy in patients aged >18 years having cancer attending Postgraduate Institute of Medical Education and Research, Chandigarh. During the study period, 101 patients of breast cancer and 73 patients of lung cancer were screened for occurrence of adverse drug reactions during their treatment with chemotherapy. About 87.36% patients experienced adverse drug reactions, 90.09% and 83.56% of breast and lung cancer patients experienced at least one adverse drug reaction respectively. In breast cancer patients, 41.58% patients were prescribed fluorouracil+doxorubicin+cyclophosphamide while paclitaxel was prescribed to 22.77% patients. Alopecia (54.94%), nail discolouration (43.96%), dysgeusia (38.46%), anorexia (30.77%), nausea (29.67%), and neuropathy (29.67%) were found to be very common in breast cancer patients treated with single/combined regimen. In lung cancer group of patients, cisplatin with docetaxel, cisplatin with pemetrexed and cisplatin with irinotecan were prescribed to 30.14, 24.65 and 17.81% patients, respectively. Dysgeusia (40.98%), diarrhoea (39.34%), anorexia (32.77%) and constipation (31.15%) and alopecia (31.15%) were commonly observed adverse drug reactions having lung cancer patients. Causality assessments using World Health Organization causality assessment scale showed that observed adverse drug reactions were of probable (64.67%) and possible (35.33%) categories. Alopecia, dysgeusia, anorexia, constipation diarrhoea, nausea, nail discoloration were more prevalent amongst the cancer patients undergoing chemotherapy.
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Affiliation(s)
- V K Saini
- Faculty of Pharmacy, Uttarakhand Technical University, Dehradun-248 007, India
| | - R K Sewal
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh-160 012, India
| | - Yusra Ahmad
- Faculty of Pharmacy, Uttarakhand Technical University, Dehradun-248 007, India
| | - B Medhi
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh-160 012, India
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Sutherland A, Waldek S. It is time to review how unlicensed medicines are used. Eur J Clin Pharmacol 2015; 71:1029-35. [PMID: 26153083 PMCID: PMC4532700 DOI: 10.1007/s00228-015-1886-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2015] [Accepted: 06/05/2015] [Indexed: 11/26/2022]
Abstract
The safe and effective use of medicines is an integral part of the medicine safety agenda. We present a phenomenological topic review of the literature relating to the use of unlicensed medicines (ULM). There is evidence to demonstrate that the use of ULM is associated with increased incidence of adverse drug reactions, and that despite advances in medicine regulation and guidance from professional organisations, the use of ULM in at risk populations has not reduced. There is also evidence to suggest that patients and their carers are not being provided with adequate information about their medicines and that ULM are being used where safer licensed alternatives are available. This is contrary to the philosophy of "patient-focussed care". We conclude that organisational governance processes and professional guidelines have not kept pace with regulatory developments or changes in legal and ethical understanding. We recommend that governance procedures for ULM be updated across healthcare settings to ensure that patients are involved in the decisions made about their medicines including the regulatory status of the medicine. This includes ensuring adequate consent is obtained from the patient (or their advocate). We also recommend that professional bodies clarify their position on when ULM can be used instead of licensed medicines to ensure that licensed medicines are used wherever possible. In the current economic environment, commissioners and clinicians must resist the temptation to use lower-quality ULM in place of licensed ones to cut costs. We go on to recommend areas of further research including the extent of ULM prescribing where licensed alternatives exist and the geographical and social factors that influence clinician prescribing of ULM.
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Affiliation(s)
- Adam Sutherland
- />Royal Manchester Children’s Hospital, Oxford Road, Manchester, M13 9WL UK
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Sahu RK, Yadav R, Prasad P, Roy A, Chandrakar S. Adverse drug reactions monitoring: prospects and impending challenges for pharmacovigilance. SPRINGERPLUS 2014; 3:695. [PMID: 25520913 PMCID: PMC4258196 DOI: 10.1186/2193-1801-3-695] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/06/2014] [Accepted: 11/17/2014] [Indexed: 12/01/2022]
Abstract
Pharmacovigilance plays a consequential role in the surveillance of adverse drug reactions, which is provoked by the drugs used to cure diseases. Adverse drug reactions (ADRs) produce detrimental or undesirable effects to the body after administration of drugs. It has been reported that the number of patients dying because of contrary effects of drugs per year increased upto 2.6-fold. Moreover, rates of hospitalization of patients are increasing owing to adverse effects of drugs. Thus, it becomes challengeable for physician, health care providers, WHO and pharmaceutical industries to resolve the associated problem of ADRs. During the clinical trial of a novel drug, it is prominent to explore the dependability of drug. In this review, we documented the details required to identify the ADRs in patients along with reported banned drugs.
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Affiliation(s)
- Ram Kumar Sahu
- Columbia Institute of Pharmacy, Tekari, Raipur, CG 493111 India
| | - Rajni Yadav
- Columbia Institute of Pharmacy, Tekari, Raipur, CG 493111 India
| | - Pushpa Prasad
- Columbia Institute of Pharmacy, Tekari, Raipur, CG 493111 India
| | - Amit Roy
- Columbia Institute of Pharmacy, Tekari, Raipur, CG 493111 India
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15
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Tuccori M, Montagnani S, Capogrosso-Sansone A, Mantarro S, Antonioli L, Fornai M, Blandizzi C. Adverse reactions to oncologic drugs: spontaneous reporting and signal detection. Expert Rev Clin Pharmacol 2014; 8:61-75. [PMID: 25363790 DOI: 10.1586/17512433.2015.974555] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Oncology is one of the areas of medicine with the most active research being conducted on new drugs. New pharmacological entities frequently enter the clinical arena, and therefore, the safety profile of anticancer products deserves continuous monitoring. However, only very severe and (unusual) suspected adverse drug reactions (ADRs) are usually reported, since cancer patients develop ADRs very frequently and some practical selectivity must be used. Notably, a recent study was able to identify 76 serious ADRs reported in updated drug labels of oncologic drugs and 50% of them (n = 38) were potentially fatal. Of these, 49 and 58%, respectively, were not described in initial drug labels. The aims of this article are to provide an overview about spontaneous reporting of ADRs of oncologic drugs and to discuss the available methods to analyze the safety of anticancer drugs using databases of spontaneous ADR reporting.
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Affiliation(s)
- Marco Tuccori
- Tuscan Regional Centre of Pharmacovigilance, Pisa, Italy
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16
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Şardaş S, Endrenyi L, Gürsoy UK, Hutz M, Lin B, Patrinos GP, Steuten LMG, Wang W, Warnich L, Özdemir V. A call for pharmacogenovigilance and rapid falsification in the age of big data: why not first road test your biomarker? OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2014; 18:663-5. [PMID: 25353263 DOI: 10.1089/omi.2014.0132] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Semra Şardaş
- 1 Faculty of Pharmacy, Marmara University , Istanbul, Turkey
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17
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Niraula S, Amir E, Vera-Badillo F, Seruga B, Ocana A, Tannock IF. Risk of incremental toxicities and associated costs of new anticancer drugs: a meta-analysis. J Clin Oncol 2014; 32:3634-42. [PMID: 25267757 DOI: 10.1200/jco.2014.55.8437] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE There are increasing reports of rare but serious toxicities caused by new anticancer drugs, and there are costs associated with their management. METHODS We identified anticancer drugs approved by the U.S. Food and Drug Administration from 2000 to 2011 and pivotal trials supporting their registration. Twelve frequent grade 3 to 4 adverse event (AEs) were weighted and pooled in a meta-analysis. Estimates of incremental drug prices and incremental costs for management of AEs were calculated according to type of new agent based on target specificity. RESULTS We identified 41 studies comprising 27,539 patients and evaluating 19 experimental drugs. Agents directed against a specific molecular target on cancer cells had a lower incidence of grade 3 to 4 toxicities compared with controls (median risk ratio [RR], 0.67; P = .22), whereas less-specific targeted agents, including angiogenesis inhibitors (median RR, 3.39; P < .001) and chemotherapeutic agents (median RR, 1.73; P < .001), were more toxic. Risk was increased regardless of whether the control arm contained active treatment (RR, 2.11; P < .001) or not (RR, 3.02; P < .001). Median incremental drug price for experimental agents was $6,000 per patient per month. Median cost of managing toxicity was low compared with drug costs but higher than controls for treatment with less-specific targeted agents and chemotherapies. CONCLUSION Newly approved anticancer drugs are associated with increased toxicity, except for agents with a specific molecular target on cancer cells. Management of toxicity leads to a small increase in overall cost of treatment. Frequency of toxicity and associated costs are likely higher in less-selected patients treated in general oncologic practice. Development of biomarker-driven agents should be encouraged.
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Affiliation(s)
- Saroj Niraula
- Saroj Niraula, CancerCare Manitoba and University of Manitoba, Winnipeg, Manitoba; Eitan Amir, Francisco Vera-Badillo, and Ian F. Tannock, Princess Margaret Hospital and University of Toronto, Toronto, Ontario, Canada; Bostjan Seruga, Institute of Oncology Ljubljana, Ljubljana, Slovenia; and Alberto Ocana, Albacete University Hospital, Albacete, Spain.
| | - Eitan Amir
- Saroj Niraula, CancerCare Manitoba and University of Manitoba, Winnipeg, Manitoba; Eitan Amir, Francisco Vera-Badillo, and Ian F. Tannock, Princess Margaret Hospital and University of Toronto, Toronto, Ontario, Canada; Bostjan Seruga, Institute of Oncology Ljubljana, Ljubljana, Slovenia; and Alberto Ocana, Albacete University Hospital, Albacete, Spain
| | - Francisco Vera-Badillo
- Saroj Niraula, CancerCare Manitoba and University of Manitoba, Winnipeg, Manitoba; Eitan Amir, Francisco Vera-Badillo, and Ian F. Tannock, Princess Margaret Hospital and University of Toronto, Toronto, Ontario, Canada; Bostjan Seruga, Institute of Oncology Ljubljana, Ljubljana, Slovenia; and Alberto Ocana, Albacete University Hospital, Albacete, Spain
| | - Bostjan Seruga
- Saroj Niraula, CancerCare Manitoba and University of Manitoba, Winnipeg, Manitoba; Eitan Amir, Francisco Vera-Badillo, and Ian F. Tannock, Princess Margaret Hospital and University of Toronto, Toronto, Ontario, Canada; Bostjan Seruga, Institute of Oncology Ljubljana, Ljubljana, Slovenia; and Alberto Ocana, Albacete University Hospital, Albacete, Spain
| | - Alberto Ocana
- Saroj Niraula, CancerCare Manitoba and University of Manitoba, Winnipeg, Manitoba; Eitan Amir, Francisco Vera-Badillo, and Ian F. Tannock, Princess Margaret Hospital and University of Toronto, Toronto, Ontario, Canada; Bostjan Seruga, Institute of Oncology Ljubljana, Ljubljana, Slovenia; and Alberto Ocana, Albacete University Hospital, Albacete, Spain
| | - Ian F Tannock
- Saroj Niraula, CancerCare Manitoba and University of Manitoba, Winnipeg, Manitoba; Eitan Amir, Francisco Vera-Badillo, and Ian F. Tannock, Princess Margaret Hospital and University of Toronto, Toronto, Ontario, Canada; Bostjan Seruga, Institute of Oncology Ljubljana, Ljubljana, Slovenia; and Alberto Ocana, Albacete University Hospital, Albacete, Spain
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18
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Belknap SM, Kuzel TM, Yarnold PR, Slimack N, Lyons EA, Raisch DW, Bennett CL. Cisplatin: process and future. Cancer 2014; 106:2051-7. [PMID: 16568459 DOI: 10.1002/cncr.21808] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
One of the most important anticancer agents is cisplatin (CDDP). Numerous studies with a CDDP-based combination have been reported over the last 30 years. The use of CDDP in the 1980s and 1990s showed responses in advanced stage non-small-cell lung cancer (NSCLC). Over the years it was found that the side effects of this agent (particularly nephrotoxicity) were a common problem. Agents such as carboplatin, taxanes, gemcitabine, irinotecan and pemetrexed proved to be effective in NSCLC with reduced or no nephrotoxicity. The administration of these newer agents improved several side effects, but without improving efficacy. When prophylactic (adjuvant) treatment for NSCLC was introduced, CDDP was the agent selected, which indicated the value of the drug. Recently, a novel formulation of CDDP, liposomal cisplatin, which has shown very low toxicity, no nephrotoxicity and equal effectiveness was produced; its importance is its higher effectiveness than standard CDDP in lung adenocarcinoma.
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Affiliation(s)
- Steven M Belknap
- Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, USA.
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19
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Xu R, Wang Q. Toward creation of a cancer drug toxicity knowledge base: automatically extracting cancer drug-side effect relationships from the literature. J Am Med Inform Assoc 2014; 21:90-6. [PMID: 23686935 PMCID: PMC3912715 DOI: 10.1136/amiajnl-2012-001584] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2012] [Revised: 04/24/2013] [Accepted: 04/27/2013] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVE A comprehensive and machine-understandable cancer drug-side effect (drug-SE) relationship knowledge base is important for in silico cancer drug target discovery, drug repurposing, and toxicity predication, and for personalized risk-benefit decisions by cancer patients. While US Food and Drug Administration (FDA) drug labels capture well-known cancer drug SE information, much cancer drug SE knowledge remains buried the published biomedical literature. We present a relationship extraction approach to extract cancer drug-SE pairs from the literature. DATA AND METHODS We used 21,354,075 MEDLINE records as the text corpus. We extracted drug-SE co-occurrence pairs using a cancer drug lexicon and a clean SE lexicon that we created. We then developed two filtering approaches to remove drug-disease treatment pairs and subsequently a ranking scheme to further prioritize filtered pairs. Finally, we analyzed relationships among SEs, gene targets, and indications. RESULTS We extracted 56,602 cancer drug-SE pairs. The filtering algorithms improved the precision of extracted pairs from 0.252 at baseline to 0.426, representing a 69% improvement in precision with no decrease in recall. The ranking algorithm further prioritized filtered pairs and achieved a precision of 0.778 for top-ranked pairs. We showed that cancer drugs that share SEs tend to have overlapping gene targets and overlapping indications. CONCLUSIONS The relationship extraction approach is effective in extracting many cancer drug-SE pairs from the literature. This unique knowledge base, when combined with existing cancer drug SE knowledge, can facilitate drug target discovery, drug repurposing, and toxicity prediction.
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Affiliation(s)
- Rong Xu
- Medical Informatics Program, Center for Clinical Investigation, Case Western Reserve University,Cleveland, Ohio, USA
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20
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Edwards BJ, Usmani S, Raisch DW, McKoy JM, Samaras AT, Belknap SM, Trifilio SM, Hahr A, Bunta AD, Abu-Alfa A, Langman CB, Rosen ST, West DP. Acute kidney injury and bisphosphonate use in cancer: a report from the research on adverse drug events and reports (RADAR) project. J Oncol Pract 2013; 9:101-6. [PMID: 23814519 DOI: 10.1200/jop.2011.000486] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
PURPOSE To determine whether acute kidney injury (AKI) is identified within the US Food and Drug Administration's Adverse Events and Reporting System (FDA AERS) as an adverse event resulting from bisphosphonate (BP) use in cancer therapy. METHODS A search of the FDA AERS records from January 1998 through June 2009 was performed; search terms were "renal problems" and all drug names for BPs. The search resulted in 2,091 reports. We analyzed for signals of disproportional association by calculating the proportional reporting ratio for zoledronic acid (ZOL) and pamidronate. Literature review of BP-associated renal injury within the cancer setting was conducted. RESULTS Four hundred eighty cases of BP-associated acute kidney injury (AKI) were identified in patients with cancer. Two hundred ninety-eight patients (56%) were female; mean age was 66 ± 10 years. Multiple myeloma (n = 220, 46%), breast cancer (n = 98, 20%), and prostate cancer (n = 24, 5%) were identified. Agents included ZOL (n = 411, 87.5%), pamidronate (n = 8, 17%), and alendronate (n = 36, 2%). Outcomes included hospitalization (n = 304, 63.3%) and death (n = 68, 14%). The proportional reporting ratio for ZOL was 1.22 (95% CI, 1.13 to 1.32) and for pamidronate was 1.55 (95% CI, 1.25 to 1.65), reflecting a nonsignificant safety signal for both drugs. CONCLUSION AKI was identified in BP cancer clinical trials, although a safety signal for BPs and AKI within the FDA AERS was not detected. Our findings may be attributed, in part, to clinicians who believe that AKI occurs infrequently; ascribe the AKI to underlying premorbid disease, therapy, or cancer progression; or consider that AKI is a known adverse drug reaction of BPs and thus under-report AKI to the AERS.
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Affiliation(s)
- Beatrice J Edwards
- Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
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21
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Belknap S, Georgopoulos C, Lagman J, Weitzman S, Qualkenbush L, Yarnold P, Edwards B, McKoy J, Trifilio S, West D. Reporting of serious adverse events during cancer clinical trials to the institutional review board: An evaluation by theResearch onAdverseDrug eventsAndReports (RADAR) project. J Clin Pharmacol 2013; 53:1334-40. [DOI: 10.1002/jcph.177] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2013] [Accepted: 09/01/2013] [Indexed: 12/27/2022]
Affiliation(s)
- S.M. Belknap
- Department of Dermatology; Northwestern University Feinberg School of Medicine; Chicago IL USA
- Department of Medicine; Northwestern University Feinberg School of Medicine; Chicago IL USA
| | - C.H. Georgopoulos
- Department of Dermatology; Northwestern University Feinberg School of Medicine; Chicago IL USA
| | - J. Lagman
- Department of Dermatology; Northwestern University Feinberg School of Medicine; Chicago IL USA
| | - S.A. Weitzman
- Department of Medicine; Northwestern University Feinberg School of Medicine; Chicago IL USA
| | - L. Qualkenbush
- Northwestern University Feinberg School of Medicine; Chicago IL USA
| | - P.R. Yarnold
- Department of Dermatology; Northwestern University Feinberg School of Medicine; Chicago IL USA
| | - B.J. Edwards
- Department of Medicine and Oncology; MD Anderson; Houston TX USA
| | - J.M. McKoy
- Department of Medicine; Northwestern University Feinberg School of Medicine; Chicago IL USA
| | - S.M. Trifilio
- Department of Pharmacy; Northwestern Memorial Hospital; Chicago IL USA
| | - D.P. West
- Department of Dermatology; Northwestern University Feinberg School of Medicine; Chicago IL USA
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Reps JM, Garibaldi JM, Aickelin U, Soria D, Gibson JE, Hubbard RB. A novel semisupervised algorithm for rare prescription side effect discovery. IEEE J Biomed Health Inform 2013; 18:537-47. [PMID: 24043412 DOI: 10.1109/jbhi.2013.2281505] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Drugs are frequently prescribed to patients with the aim of improving each patient's medical state, but an unfortunate consequence of most prescription drugs is the occurrence of undesirable side effects. Side effects that occur in more than one in a thousand patients are likely to be signaled efficiently by current drug surveillance methods, however, these same methods may take decades before generating signals for rarer side effects, risking medical morbidity or mortality in patients prescribed the drug while the rare side effect is undiscovered. In this paper, we propose a novel computational metaanalysis framework for signaling rare side effects that integrates existing methods, knowledge from the web,metric learning, and semisupervised clustering. The novel framework was able to signal many known rare and serious side effects for the selection of drugs investigated, such as tendon rupture when prescribed Ciprofloxacin or Levofloxacin, renal failure with Naproxen and depression associated with Rimonabant. Furthermore, for the majority of the drugs investigated it generated signals for rare side effects at a more stringent signaling threshold than existing methods and shows the potential to become a fundamental part of post marketing surveillance to detect rare side effects.
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Choueiri TK, Je Y, Sonpavde G, Richards CJ, Galsky MD, Nguyen PL, Schutz F, Heng DY, Kaymakcalan MD. Incidence and risk of treatment-related mortality in cancer patients treated with the mammalian target of rapamycin inhibitors. Ann Oncol 2013; 24:2092-7. [PMID: 23658373 DOI: 10.1093/annonc/mdt155] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Inhibition of the mammalian target of rapamycin (mTOR) is an established treatment for multiple malignancies. We carried out an up-to-date meta-analysis to determine the risk of fatal adverse events (FAEs) in cancer patients treated with mTOR inhibitors. PATIENTS AND METHODS PubMed, conferences and clinicaltrials.gov databases were searched for articles reported from January 1966 to June 2012. Eligible studies were limited to approved mTOR inhibitors (everolimus and temsirolimus) and reported on patients with cancer, randomized design and adequate safety profiles. Data extraction was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement. RESULTS In all, 3193 patients from eight randomized, controlled trials (RCTs) were included, 2236 from everolimus trials and 957 from temsirolimus trials. The relative risk (RR) of FAEs related to mTOR inhibitors use was 2.20 (95% CI, 1.25-3.90; P = 0.006) compared with control patients. On subgroup analysis, no difference in the rate of FAEs was found between everolimus and temsirolimus or between tumor types [renal cell carcinoma (RCC) versus non-RCC]. No evidence of publication bias was observed. CONCLUSION The use of mTOR inhibitors is associated with a small but higher risk of FAEs compared to control patients. In the appropriate clinical scenario, the use of these drugs remains justified in their approved indications.
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Affiliation(s)
- T K Choueiri
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
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25
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Chen Z, Penet MF, Nimmagadda S, Li C, Banerjee SR, Winnard PT, Artemov D, Glunde K, Pomper MG, Bhujwalla ZM. PSMA-targeted theranostic nanoplex for prostate cancer therapy. ACS NANO 2012; 6:7752-7762. [PMID: 22866897 PMCID: PMC4066818 DOI: 10.1021/nn301725w] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Theranostic imaging, where diagnosis is combined with therapy, is particularly suitable for a disease that is as complex as cancer, especially now that genomic and proteomic profiling can provide an extensive "fingerprint" of each tumor. With such information, theranostic agents can be designed to personalize treatment and minimize damage to normal tissue. Here we have developed a nanoplex platform for theranostic imaging of prostate cancer (PCa). In these proof-of-principle studies, a therapeutic nanoplex containing multimodal imaging reporters was targeted to prostate-specific membrane antigen (PSMA), which is expressed on the cell surface of castrate-resistant PCa. The nanoplex was designed to deliver small interfering RNA (siRNA) along with a prodrug enzyme to PSMA-expressing tumors. Each component of the nanoplex was carefully selected to evaluate its diagnostic aspect of PSMA imaging and its therapeutic aspects of siRNA-mediated down-regulation of a target gene and the conversion of a prodrug to cytotoxic drug, using noninvasive multimodality imaging. Studies performed using two variants of human PC3-PCa cells and tumors, one with high PSMA expression level and another with negligible expression levels, demonstrated PSMA-specific uptake. In addition, down-regulation of the selected siRNA target, choline kinase (Chk), and the conversion of the nontoxic prodrug 5-fluorocytosine (5-FC) to cytotoxic 5-fluorouracil (5-FU) were also demonstrated with noninvasive imaging. The nanoplex was well-tolerated and did not induce liver or kidney toxicity or a significant immune response. The nanoplex platform described can be easily modified and applied to different cancers, receptors, and pathways to achieve theranostic imaging, as a single agent or in combination with other treatment modalities.
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Affiliation(s)
- Zhihang Chen
- JHU ICMIC Program, Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science
| | - Marie-France Penet
- JHU ICMIC Program, Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science
| | - Sridhar Nimmagadda
- JHU ICMIC Program, Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science
- Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| | - Cong Li
- JHU ICMIC Program, Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science
| | - Sangeeta R Banerjee
- JHU ICMIC Program, Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science
| | - Paul T Winnard
- JHU ICMIC Program, Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science
| | - Dmitri Artemov
- JHU ICMIC Program, Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science
- Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| | - Kristine Glunde
- JHU ICMIC Program, Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science
- Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| | - Martin G Pomper
- JHU ICMIC Program, Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science
- Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| | - Zaver M Bhujwalla
- JHU ICMIC Program, Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science
- Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
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Herk-Sukel MPPV, Lemmens VEPP, Poll-Franse LVVD, Herings RMC, Coebergh JWW. Record linkage for pharmacoepidemiological studies in cancer patients. Pharmacoepidemiol Drug Saf 2011; 21:94-103. [PMID: 21812067 DOI: 10.1002/pds.2205] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2010] [Revised: 06/06/2011] [Accepted: 06/09/2011] [Indexed: 12/31/2022]
Abstract
BACKGROUND An increasing need has developed for the post-approval surveillance of (new) anti-cancer drugs by means of pharmacoepidemiology and outcomes research in the area of oncology. OBJECTIVES To create an overview that makes researchers aware of the available database linkages in Northern America and Europe which facilitate pharmacoepidemiology and outcomes research in cancer patients. METHODS In addition to our own database, i.e. the Eindhoven Cancer Registry (ECR) linked to the PHARMO Record Linkage System, we considered database linkages between a population-based cancer registry and an administrative healthcare database that at least contains information on drug use and offers a longitudinal perspective on healthcare utilization. Eligible database linkages were limited to those that had been used in multiple published articles in English language included in Pubmed. The HMO Cancer Research Network (CRN) in the US was excluded from this review, as an overview of the linked databases participating in the CRN is already provided elsewhere. Researchers who had worked with the data resources included in our review were contacted for additional information and verification of the data presented in the overview. RESULTS The following database linkages were included: the Surveillance, Epidemiology, and End-Results-Medicare; cancer registry data linked to Medicaid; Canadian cancer registries linked to population-based drug databases; the Scottish cancer registry linked to the Tayside drug dispensing data; linked databases in the Nordic Countries of Europe: Norway, Sweden, Finland and Denmark; and the ECR-PHARMO linkage in the Netherlands. Descriptives of the included database linkages comprise population size, generalizability of the population, year of first data availability, contents of the cancer registry, contents of the administrative healthcare database, the possibility to select a cancer-free control cohort, and linkage to other healthcare databases. CONCLUSIONS The linked databases offer a longitudinal perspective, allowing for observations of health care utilization before, during, and after cancer diagnosis. They create new powerful data resources for the monitoring of post-approval drug utilization, as well as a framework to explore the (cost-)effectiveness of new, often expensive, anti-cancer drugs as used in everyday practice.
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Hassett MJ, Rao SR, Brozovic S, Stahl JE, Schwartz JH, Maloney B, Jacobson JO. Chemotherapy-related hospitalization among community cancer center patients. Oncologist 2011; 16:378-87. [PMID: 21349949 DOI: 10.1634/theoncologist.2010-0354] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
PURPOSE To describe the frequency, nature, trends, predictors, and outcomes of chemotherapy-related hospitalizations (CRHs) among a nonselected population of cancer patients treated at a community cancer center, and to explore the feasibility of implementing continuous quality improvement methodologies in routine oncology practice. METHODS We conducted a prospective cohort study of consecutive adult cancer patients who received chemotherapy at a community cancer center January 2003 to December 2006. Demographic, comorbidity, diagnosis, treatment, and laboratory data were collected via medical record abstraction. Hospitalizations were classified as chemotherapy related or unrelated by a multidisciplinary panel. Patients who experienced CRHs were compared with those who did not. Using a randomly sampled subset of cases and controls, we built a logistic regression model to identify independent predictors of CRH. RESULTS Of 2,068 chemotherapy recipients, 179 (8.7%) experienced 262 CRHs. Most hospitalizations were not chemotherapy related (73.7%). The mean monthly rate of CRH was 1.5%, the median length of stay was 5 days, the most common type of CRH was gastrointestinal (46.1%) followed by infectious (31.4%), and 0.9% of chemotherapy recipients had a fatal CRH. Significant predictors of CRH included having a comorbidity score of 3-4 versus 0 and having a higher creatinine level. CONCLUSIONS Although the vast majority of chemotherapy recipients did not experience a CRH, these events were, unfortunately, not without serious consequences. Care should be taken when offering chemotherapy to patients with multiple comorbid conditions. Systematic efforts to monitor toxicity can lead directly to improvements in quality of care.
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Affiliation(s)
- Michael J Hassett
- Center for Outcomes and Policy Research, Dana-Farber Cancer Institute, Boston, MA 02215, USA.
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Li C, Penet MF, Wildes F, Takagi T, Chen Z, Winnard PT, Artemov D, Bhujwalla ZM. Nanoplex delivery of siRNA and prodrug enzyme for multimodality image-guided molecular pathway targeted cancer therapy. ACS NANO 2010; 4:6707-16. [PMID: 20958072 PMCID: PMC2991391 DOI: 10.1021/nn102187v] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
The ability to destroy cancer cells while sparing normal tissue is highly sought after in cancer therapy. Small interfering RNA (siRNA)-mediated silencing of cancer-cell-specific targets and the use of a prodrug enzyme delivered to the tumor to convert a nontoxic prodrug to an active drug are two promising approaches in achieving this goal. Combining both approaches into a single treatment strategy can amplify selective targeting of cancer cells while sparing normal tissue. Noninvasive imaging can assist in optimizing such a strategy by determining effective tumor delivery of the siRNA and prodrug enzyme to time prodrug administration and detecting target down-regulation by siRNA and prodrug conversion by the enzyme. In proof-of-principle studies, we synthesized a nanoplex carrying magnetic resonance imaging (MRI) reporters for in vivo detection and optical reporters for microscopy to image the delivery of siRNA and a functional prodrug enzyme in breast tumors and achieve image-guided molecular targeted cancer therapy. siRNA targeting of choline kinase-α (Chk-α), an enzyme significantly up-regulated in aggressive breast cancer cells, was combined with the prodrug enzyme bacterial cytosine deaminase (bCD) that converts the nontoxic prodrug 5-fluorocytosine (5-FC) to cytotoxic 5-fluorouracil (5-FU). In vivo MRI and optical imaging showed efficient intratumoral nanoplex delivery. siRNA-mediated down-regulation of Chk-α and the conversion of 5-FC to 5-FU by bCD were detected noninvasively with (1)H MR spectroscopic imaging and (19)F MR spectroscopy. Combined siRNA and prodrug enzyme activated treatment achieved higher growth delay than either treatment alone. The strategy can be expanded to target multiple pathways with siRNA.
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Affiliation(s)
- Cong Li
- Address correspondence to: and
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Belknap SM, Georgopoulos CH, West DP, Yarnold PR, Kelly WN. Quality of methods for assessing and reporting serious adverse events in clinical trials of cancer drugs. Clin Pharmacol Ther 2010; 88:231-6. [PMID: 20571489 DOI: 10.1038/clpt.2010.79] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The validity of information regarding drug toxicity in humans depends on the quality of the methods and instruments used to assess adverse drug events (ADEs). This study evaluates the quality of instruments used to assess and report ADEs to institutional review boards (IRBs) at US cancer centers. Forms from all 49 National Cancer Institute (NCI)-designated centers were assessed for utility in abstracting event type, severity, and causality; patient demographics; safety monitoring; and consequent changes in the conduct of the relevant study. Of the 55 items considered essential for ADE reporting, one item (event description) was present on all the forms. Seventy-eight percent of the instruments prompted for global introspection of the investigator, a method known to be unreliable. Of the 34 items that our panel of experts considered essential for event description, the median number of items present was four (domain = 1-11). The use of a validated tool to describe and assess event type, severity, and causality may lead to more timely, accurate identification of safety signals in cancer treatment.
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Affiliation(s)
- S M Belknap
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
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Abstract
BACKGROUND Although the concept of clinical pharmacy was originally developed some time ago, in the 1960s, there is a wide variety of programs in existence, as well as great disparity between programs where the presence of a pharmacist is provided in outpatient and inpatient settings. OBJECTIVE To test a method for upgrading pharmaceutical care areas in a hospital setting. METHOD This descriptive study was conducted at the Sainte-Justine university health centre, a 500-bed mother-and-child hospital. The pharmaceutical care area that was used to exemplify the upgrading method was pediatric hematology-oncology. A 3-step method was used: review of the scientific literature, creation of a profile of the targeted area, and upgrading of the practice level according to the pre- and post-upgrading profile of the pharmaceutical activities in the area. RESULTS A total of 108 articles were identified in a search of the PubMed database, of which 22 were retained. After a complementary manual search, a total of 36 articles were evaluated. The articles retained included 3 guidelines, 11 development studies, 1 review of scientific literature, 6 pre- and post-intervention studies, and 15 quasi-experimental studies. Although patients in the pediatric hematology-oncology area account for only 5% of admissions to this hospital, the cases are highly complex, in terms of both the codification of the care phase and the potential for pharmaceutical intervention per admission. CONCLUSION There are few data to illustrate a method for upgrading practice in a pharmaceutical care area. This study tested a method for upgrading pharmaceutical care in a pediatric hematology-oncology service, with a review of the scientific literature, a profile of the area, and the pharmacists' pre- and post-upgrading job description in this area. [Publisher's translation].
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Affiliation(s)
- Jean-François Bussières
- Jean-François Bussières, B. Pharm., M. Sc., MBA, FCSHP, est chef du département de pharmacie et de l’unité de recherche en pratique pharmaceutique, CHU Sainte-Justine, Montréal, Québec
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van Herk-Sukel MP, van de Poll-Franse LV, Lemmens VE, Vreugdenhil G, Pruijt JF, Coebergh JWW, Herings RM. New opportunities for drug outcomes research in cancer patients: The linkage of the Eindhoven Cancer Registry and the PHARMO Record Linkage System. Eur J Cancer 2010; 46:395-404. [DOI: 10.1016/j.ejca.2009.09.010] [Citation(s) in RCA: 104] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2009] [Accepted: 09/09/2009] [Indexed: 11/28/2022]
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Affiliation(s)
- T M Feinstein
- Head and Neck Cancer Program, University of Pittsburgh Cancer Institute and Division of Hematology-Oncology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - M K Gibson
- Head and Neck Cancer Program, University of Pittsburgh Cancer Institute and Division of Hematology-Oncology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - A Argiris
- Head and Neck Cancer Program, University of Pittsburgh Cancer Institute and Division of Hematology-Oncology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
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Richey EA, Lyons EA, Nebeker JR, Shankaran V, McKoy JM, Luu TH, Nonzee N, Trifilio S, Sartor O, Benson AB, Carson KR, Edwards BJ, Gilchrist-Scott D, Kuzel TM, Raisch DW, Tallman MS, West DP, Hirschfeld S, Grillo-Lopez AJ, Bennett CL. Accelerated approval of cancer drugs: improved access to therapeutic breakthroughs or early release of unsafe and ineffective drugs? J Clin Oncol 2009; 27:4398-405. [PMID: 19636013 DOI: 10.1200/jco.2008.21.1961] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Accelerated approval (AA) was initiated by the US Food and Drug Administration (FDA) to shorten development times of drugs for serious medical illnesses. Sponsors must confirm efficacy in postapproval trials. Confronted with several drugs that received AA on the basis of phase II trials and for which confirmatory trials were incomplete, FDA officials have encouraged sponsors to design AA applications on the basis of interim analyses of phase III trials. METHODS We reviewed data on orphan drug status, development time, safety, and status of confirmatory trials of AAs and regular FDA approvals of new molecular entities (NMEs) for oncology indications since 1995. RESULTS Median development times for AA NMEs (n = 19 drugs) and regular-approval oncology NMEs (n = 32 drugs) were 7.3 and 7.2 years, respectively. Phase III trials supported efficacy for 75% of regular-approval versus 26% of AA NMEs and for 73% of non-orphan versus 45% of orphan drug approvals. AA accounted for 78% of approvals for oncology NMEs between 2001 and 2003 but accounted for 32% in more recent years. Among AA NMEs, confirmatory trials were nine-fold less likely to be completed for orphan drug versus non-orphan drug indications. Postapproval, black box warnings were added to labels for four oncology NMEs (17%) that had received AA and for two oncology NMEs (9%) that had received regular approval. CONCLUSION AA oncology NMEs are safe and effective, although development times are not accelerated. A return to endorsing phase II trial designs for AA for oncology NMEs, particularly for orphan drug indications, may facilitate timely FDA approval of novel cancer drugs.
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Affiliation(s)
- Elizabeth A Richey
- Division of Hematology/Oncology, Northwestern University Feinberg School of Medicine, 303 E Chicago Ave, Chicago, IL 60611, USA
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Dorr DA, Burdon R, West DP, Lagman J, Georgopoulos C, Belknap SM, McKoy JM, Djulbegovic B, Edwards BJ, Weitzman SA, Boyle S, Tallman MS, Talpaz M, Sartor O, Bennett CL. Quality of reporting of serious adverse drug events to an institutional review board: a case study with the novel cancer agent, imatinib mesylate. Clin Cancer Res 2009; 15:3850-5. [PMID: 19458059 DOI: 10.1158/1078-0432.ccr-08-1811] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Serious adverse drug event (sADE) reporting to Institutional Review Boards (IRB) is essential to ensure pharmaceutical safety. However, the quality of these reports has not been studied. Safety reports are especially important for cancer drugs that receive accelerated Food and Drug Administration approval, like imatinib, as preapproval experience with these drugs is limited. We evaluated the quality, accuracy, and completeness of sADE reports submitted to an IRB. EXPERIMENTAL DESIGN sADE reports submitted to an IRB from 14 clinical trials with imatinib were reviewed. Structured case report forms, containing detailed clinical data fields and a validated causality assessment instrument, were developed. Two forms were generated for each ADE, the first populated with data abstracted from the IRB reports, and the second populated with data from the corresponding clinical record. Completeness and causality assessments were evaluated for each of the two sources, and then compared. Accuracy (concordance between sources) was also assessed. RESULTS Of 115 sADEs reported for 177 cancer patients to the IRB, overall completeness of adverse event descriptions was 2.4-fold greater for structured case report forms populated with information from the clinical record versus the corresponding forms from IRB reports (95.0% versus 40.3%, P < 0.05). Information supporting causality assessments was recorded 3.5-fold more often in primary data sources versus IRB adverse event descriptions (93% versus 26%, P < 0.05). Some key clinical information was discrepant between the two sources. CONCLUSIONS The use of structured syndrome-specific case report forms could enhance the quality of reporting to IRBs, thereby improving the safety of pharmaceuticals administered to cancer patients.
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Affiliation(s)
- David A Dorr
- Oregon Health and Science University, Portland, Oregon, USA
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Tsiropoulos I, Andersen M, Hallas J. Adverse events with use of antiepileptic drugs: a prescription and event symmetry analysis. Pharmacoepidemiol Drug Saf 2009; 18:483-91. [DOI: 10.1002/pds.1736] [Citation(s) in RCA: 83] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Abstract
Use of a drug outside the terms of its official labelling is referred to as off-label prescription. Many categories of use exist because labelling of anticancer agents is very precise in terms of type or subtype of tumour, association, line, and duration of treatment. Off-label prescription of anticancer drugs is thought to be frequent but, in fact, very few surveys have been done to ascertain its real extent. Findings of prospective studies undertaken between 1990 and 2002 showed proportions of off-label drug use in children and adults of 6.7-33.2%. Most off-label prescription was reported in patients treated with palliative intent, some was associated with clinical benefits, and in specific cancers it formed the standard of care. Off-label use can lead to reimbursement restrictions. Regulatory agencies have created incentives to extend indications for approved drugs to remove them from the off-label area. Proposals have also been made to gather and disseminate accurate and unbiased information on off-label use and to record unapproved indications.
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Affiliation(s)
- Dominique Levêque
- Department of Pharmacy-Pharmacology, Hôpitaux Universitaires de Strasbourg, Hôpital Hautepierre, 67000 Strasbourg, France
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Jatoi A, Nguyen PL. Side effects and pharmaceutical company bias: adverse event reporting in cancer supportive and palliative care trials. Expert Opin Investig Drugs 2008; 17:1787-90. [PMID: 19012496 DOI: 10.1517/13543780802513874] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Over 10 years after their approval as cancer supportive and palliative care agents, erythropoietin and the bisphosphonates began to show unexpected, serious adverse events, which resulted in dramatic changes in how they were subsequently prescribed to cancer patients. OBJECTIVE The purpose of this opinion piece is to reexamine what happened. METHODS We relied on the published literature as well as the investigators' own experience and preliminary data. CONCLUSION The importance of adverse event reporting in cancer supportive and palliative agents should go beyond that which is mandated by the Food and Drug Administration (FDA). Funding agencies and practicing oncologists should remain vigilant for such adverse events during the testing of new agents and after their approval. They should be willing to report such events without delay.
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Affiliation(s)
- Aminah Jatoi
- Mayo Clinic, Departments of Oncology, 200 First Street SW, Rochester, Minnesota 55905, USA.
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Mori N, Glunde K, Takagi T, Raman V, Bhujwalla ZM. Choline kinase down-regulation increases the effect of 5-fluorouracil in breast cancer cells. Cancer Res 2008; 67:11284-90. [PMID: 18056454 DOI: 10.1158/0008-5472.can-07-2728] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Identifying strategies to increase cancer cell kill while sparing normal tissue is critically important in cancer chemotherapy. Choline kinase (Chk), the enzyme that converts choline to phosphocholine (PC), is elevated in cancer cells and presents a novel target for increasing cell kill. Here, we have examined the effects of transiently down-regulating Chk by small interfering RNA against Chk (siRNA-chk) on PC and total choline-containing compound (tCho) levels and on the viability/proliferation of estrogen receptor-negative and estrogen receptor-positive breast cancer cell lines and a nonmalignant mammary epithelial cell line. We investigated the effects of combination treatment with transient siRNA-chk transfection and the anticancer drug 5-fluorouracil (5-FU) in those cell lines. Microarray analysis of the invasive estrogen receptor-negative MDA-MB-231 cell line was done to characterize molecular changes associated with Chk down-regulation. Chk down-regulation decreased PC and tCho levels in the malignant cell lines, whereas the cell viability/proliferation assays detected a decrease in proliferation in these cells. In contrast, Chk down-regulation had an almost negligible effect on PC and tCho levels as well as cell viability/proliferation in the nonmalignant cell line. A combination of siRNA-chk with 5-FU treatment resulted in a larger reduction of cell viability/proliferation in the breast cancer cell lines; this reduction was evident to a much lesser degree in the nonmalignant cells. Microarray analysis showed that Chk down-regulation affected 33 proliferation-related genes and 9 DNA repair-related genes. Chk down-regulation with siRNA-chk may provide a novel alternative to enhance the effect of anticancer drugs in malignant cells.
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Affiliation(s)
- Noriko Mori
- The Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, USA
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Hassett MJ, O'Malley AJ, Pakes JR, Newhouse JP, Earle CC. Frequency and cost of chemotherapy-related serious adverse effects in a population sample of women with breast cancer. J Natl Cancer Inst 2006; 98:1108-17. [PMID: 16912263 DOI: 10.1093/jnci/djj305] [Citation(s) in RCA: 238] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The number, nature, and costs of serious adverse effects experienced by younger women receiving chemotherapy for breast cancer outside of clinical trials are unknown. METHODS From a database of medical claims made by individuals with employer-provided health insurance between January 1998 and December 2002, we identified 12,239 women 63 years of age or younger with newly diagnosed breast cancer, of whom 4075 received chemotherapy during the 12 months after the initial breast cancer diagnosis and 8164 did not. Diagnostic codes for eight chemotherapy-related adverse effects were identified. Total hospitalizations for all causes, hospitalizations or emergency room visits for adverse effects that are typically related to chemotherapy, and health care expenditures were compared between the two groups of women. All statistical tests were two-sided. RESULTS Women who received chemotherapy were more likely than those who did not to be hospitalized or to visit the emergency room for all causes (61% versus 42%; mean difference = 19%, 95% confidence interval [CI] = 16.7% to 21.3%, P<.001) and for chemotherapy-related serious adverse effects (16% versus 5%, mean difference = 11%, 95% CI = 9.6% to 12.4%, P<.001). The percentages of chemotherapy recipients who were hospitalized or visited the emergency room during the year after their breast cancer diagnosis were 8.4% for fever or infection; 5.5% for neutropenia or thrombocytopenia; 2.5% for dehydration or electrolyte disorders; 2.4% for nausea, emesis, or diarrhea; 2.2% for anemia; 2% for constitutional symptoms; 1.2% for deep venous thrombosis or pulmonary embolus; and 0.9% for malnutrition. Chemotherapy recipients incurred large incremental expenditures for chemotherapy-related serious adverse effects (1271 dollars per person per year) and ambulatory encounters (17,617 dollars per person per year). CONCLUSIONS Chemotherapy-related serious adverse effects among younger, commercially insured women with breast cancer may be more common than reported by large clinical trials and lead to more patient suffering and health care expenditures than previously estimated.
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Affiliation(s)
- Michael J Hassett
- Center for Outcomes and Policy Research, Dana-Farber Cancer Institute, 44 Binney Street, 454-STE 21, Boston, MA 02115-6084, USA.
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Ozdemir V, Lerer B. Pharmacogenomics and the Promise of Personalized Medicine. DRUGS AND THE PHARMACEUTICAL SCIENCES 2005. [DOI: 10.1201/9780849359507.ch2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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Herrstedt J. Risk–benefit of antiemetics in prevention and treatment of chemotherapy-induced nausea and vomiting. Expert Opin Drug Saf 2005. [DOI: 10.1517/14740338.3.3.231] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Nebeker JR, Bennett CL. Reducing adverse drug events in the outpatient chemotherapy setting. Cancer 2005; 104:2289-91. [PMID: 16245352 DOI: 10.1002/cncr.21445] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Hauben M, Reich L, Chung S. Postmarketing surveillance of potentially fatal reactions to oncology drugs: potential utility of two signal-detection algorithms. Eur J Clin Pharmacol 2004; 60:747-50. [PMID: 15619136 DOI: 10.1007/s00228-004-0834-0] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2004] [Accepted: 08/27/2004] [Indexed: 10/26/2022]
Abstract
PURPOSE Several data mining algorithms (DMAs) are being studied in hopes of enhancing screening of large post-marketing safety databases for signals of novel adverse events (AEs). The objective of this study was to apply two DMAs to the United States FDA Adverse Event Reporting System (AERS) database to see whether signals of potentially fatal AEs with cancer drugs might have been identified earlier than with traditional methods. METHODS Screening algorithms used for analysis were the multi-item gamma Poisson shrinker (MGPS) and proportional reporting ratios (PRRs). Data mining was performed on data from the FDA AERS database. When a signal was identified, it was compared with that in the year in which the event was added to package insert and/or the year a "case series" was published. A recent publication summarizing the time of dissemination of information on potentially fatal AEs to cancer drugs provided the data set for analysis. RESULTS The peer-reviewed published analysis contained 21 drugs and 26 drug-event combinations (DECs) that were considered sufficiently specific for data mining. Twenty-four of the DECs generated a signal of disproportionate reporting with PRRs (6 at 1 year and 16 from 2 years to 18 years prior to either a published "case series" or a package insert change) and 20 with MGPS (3 at 1 year and 11 from 2 years to 16 years prior to either a published "case series" or a package insert change). Two DECs did not signal with either DMA. CONCLUSION At least one commonly cited DMA generated a signal of disproportionate reporting for 24 of 26 DECs for selected cancer drugs. For 16 DECs, one could conclude that a signal was generated well in advance (> or =2 years) of standard techniques in use with at least one DMA. DMAs might be useful in supplementing traditional surveillance strategies with oncology drugs and other drugs with similar features. (i.e., drugs that may be approved on an accelerated basis, are known to have serious toxicity, are administered to patients with substantial and complicated comorbid illness, are not available to the general medical community, and may have a high frequency of "off-label" use).
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Bennett CL, Luminari S, Nissenson AR, Tallman MS, Klinge SA, McWilliams N, McKoy JM, Kim B, Lyons EA, Trifilio SM, Raisch DW, Evens AM, Kuzel TM, Schumock GT, Belknap SM, Locatelli F, Rossert J, Casadevall N. Pure red-cell aplasia and epoetin therapy. N Engl J Med 2004; 351:1403-8. [PMID: 15459301 DOI: 10.1056/nejmoa040528] [Citation(s) in RCA: 261] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
BACKGROUND Between 1988 and 1998, antibody-associated pure red-cell aplasia was reported in three patients who had undergone treatment with recombinant human erythropoietin (epoetin). Between 1998 and 2000, 13 such cases were reported from France--12 in patients who had received the Eprex formulation of epoetin alfa and 1 in a patient who had received Neorecormon (a formulation of epoetin beta); both are products that are marketed outside the United States. METHODS We obtained reports of epoetin-associated pure red-cell aplasia from the Food and Drug Administration and from the manufacturers of Eprex, Epogen (another formulation of epoetin alfa), and Neorecormon. The numbers of case reports and estimates of exposure-adjusted incidence were analyzed according to the product, the cause of anemia, the route of administration, the country in which pure red-cell aplasia was identified, and the date on which pure red-cell aplasia was reported. RESULTS Between January 1998 and April 2004, 175 cases of epoetin-associated pure red-cell aplasia were reported for Eprex, 11 cases for Neorecormon, and 5 cases for Epogen. Over half these cases had occurred in France, Canada, the United Kingdom, and Spain. Between 2001 and 2003, the estimated exposure-adjusted incidence was 18 cases per 100,000 patient-years for the Eprex formulation without human serum albumin, 6 per 100,000 patient-years for the Eprex formulation with human serum albumin, 1 case per 100,000 patient-years for Neorecormon, and 0.2 case per 100,000 patient-years for Epogen. After procedures were adopted to ensure appropriate storage, handling, and administration of Eprex to patients with chronic kidney disease, the exposure-adjusted incidence decreased by 83 percent worldwide. CONCLUSIONS After the peak incidence of Eprex-associated pure red-cell aplasia was reached in 2001, interventions designed in response to drug-monitoring programs worldwide resulted in a reduction of more than 80 percent in the incidence of pure red-cell aplasia due to Eprex.
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Affiliation(s)
- Charles L Bennett
- Midwest Center for Health Services Research and Policy Studies, Jesse Brown Veterans Affairs Medical Center, Chicago, IL 60611, USA.
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Current awareness: Pharmacoepidemiology and drug safety. Pharmacoepidemiol Drug Saf 2004. [DOI: 10.1002/pds.916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Schilsky RL. Hurry up and wait: is accelerated approval of new cancer drugs in the best interests of cancer patients? J Clin Oncol 2003; 21:3718-20. [PMID: 12963701 DOI: 10.1200/jco.2003.07.942] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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