1
|
Kubiak CA, Lee JC, Hamill JB, Kim HM, Roth RS, Cederna PS, Geisser ME, Kung TA, Kemp SWP. Agreement between Patient-reported Pain Medication Use and Electronic Medical Record Data in Surgical Amputation Patients. PLASTIC AND RECONSTRUCTIVE SURGERY-GLOBAL OPEN 2023; 11:e5415. [PMID: 38025619 PMCID: PMC10681441 DOI: 10.1097/gox.0000000000005415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 09/29/2023] [Indexed: 12/01/2023]
Abstract
Background Opioid misuse after surgery remains a public health crisis in the United States. Recent efforts have focused on tracking pain medication use in surgical populations. However, accurate interpretations of medication use remain quite challenging given inconsistent usage of different datasets. The purpose of this study was to investigate the agreement between electronic medical records (EMR) versus patient self-reported use of pain medications in a surgical amputation population. Methods Patients undergoing major lower extremity amputation or amputation-related procedures were included in this study. Both self-reported and EMR data for pain medication intake were obtained for each patient at three time points (preoperatively, 4 months postoperatively, and 12 months postoperatively). Percentage agreement and the kappa statistic were calculated for both usage (yes/no) and dose categories. Results Forty-five patients were included in this study, resulting in 108 pairs of self-reported and EMR datasets. Substantial levels of agreement (>70% agreement, kappa >0.61) for opioid use was seen at preoperative and 12 months postoperative. However, agreement dropped at 4 months postoperatively. Anticonvulsant medication showed high levels, whereas acetaminophen showed lower levels of agreements at all time points. Conclusions Either self-reported or EMR data may be used in research and clinical settings for preoperative or 12-month postoperative patients with little concern for discrepancies. However, at time points immediately following the expected end of acute surgical pain, self-reported data may be needed for more accurate medication reporting. With these findings in mind, usage of datasets should be driven by study objectives and the dataset's strength (eg, accuracy, ease, lack of bias).
Collapse
Affiliation(s)
- Carrie A Kubiak
- From the Department of Surgery, Section of Plastic Surgery, Michigan Medicine, Ann Arbor, Mich
| | - Jennifer C Lee
- From the Department of Surgery, Section of Plastic Surgery, Michigan Medicine, Ann Arbor, Mich
| | - Jennifer B Hamill
- From the Department of Surgery, Section of Plastic Surgery, Michigan Medicine, Ann Arbor, Mich
| | - H Myra Kim
- Center for Statistical Consulting & Research, The University of Michigan, Ann Arbor, Mich
| | - Randy S Roth
- Department of Physical Medicine and Rehabilitation, The University of Michigan, Ann Arbor, Mich
| | - Paul S Cederna
- From the Department of Surgery, Section of Plastic Surgery, Michigan Medicine, Ann Arbor, Mich
- Department of Biomedical Engineering, The University of Michigan, Ann Arbor, Mich
| | - Michael E Geisser
- Department of Physical Medicine and Rehabilitation, The University of Michigan, Ann Arbor, Mich
| | - Theodore A Kung
- From the Department of Surgery, Section of Plastic Surgery, Michigan Medicine, Ann Arbor, Mich
| | - Stephen W P Kemp
- From the Department of Surgery, Section of Plastic Surgery, Michigan Medicine, Ann Arbor, Mich
- Center for Statistical Consulting & Research, The University of Michigan, Ann Arbor, Mich
| |
Collapse
|
2
|
Subramaniam S, Shord SS, Leong R, Norsworthy K, Rahman A, Booth B, Okusanya O. Study design considerations to assess the impact of potential drug-drug interactions in first-in-human studies in oncology drug development. Clin Transl Sci 2023; 16:719-722. [PMID: 36823411 PMCID: PMC10176012 DOI: 10.1111/cts.13496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 01/26/2023] [Accepted: 02/04/2023] [Indexed: 02/25/2023] Open
Abstract
First-in-human studies are limited to patients with serious diseases for which no curative therapies are available to ensure that the benefits outweigh the risks. However, many patients receive medications that are either victims or perpetrators of drug-drug interactions as part of standard of care. This commentary discusses the current challenges and approaches to safely develop these drugs in patients that require concomitant medications that are potentially either victims or perpetrators of drug-drug interactions.
Collapse
Affiliation(s)
| | - Stacy S Shord
- US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Ruby Leong
- US Food and Drug Administration, Silver Spring, Maryland, USA
| | | | - Atiqur Rahman
- US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Brian Booth
- US Food and Drug Administration, Silver Spring, Maryland, USA
| | | |
Collapse
|
3
|
Brüne M, Emmel C, Meilands G, Andrich S, Droste S, Claessen H, Jülich F, Icks A. Self-reported medication intake vs information from other data sources such as pharmacy records or medical records: Identification and description of existing publications, and comparison of agreement results for publications focusing on patients with cancer - a systematic review. Pharmacoepidemiol Drug Saf 2021; 30:531-560. [PMID: 33617072 DOI: 10.1002/pds.5210] [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: 11/27/2019] [Accepted: 02/18/2021] [Indexed: 11/10/2022]
Abstract
PURPOSE To identify and describe publications addressing the agreement between self-reported medication and other data sources among adults and, in a subgroup of studies dealing with cancer patients, seek to identify parameters which are associated with agreement. METHODS A systematic review including a systematic search within five biomedical databases up to February 28, 2019 was conducted as per the PRISMA Statement. Studies and agreement results were described. For a subgroup of studies dealing with cancer, we searched for associations between agreement and patients' characteristics, study design, comparison data source, and self-report modality. RESULTS The literature search retrieved 3392 publications. Included articles (n = 120) show heterogeneous agreement. Eighteen publications focused on cancer populations, with relatively good agreement identified in those which analyzed hormone therapy, estrogen, and chemotherapy (n = 11). Agreement was especially good for chemotherapy (proportion correct ≥93.6%, kappa ≥0.88). No distinct associations between agreement and age, education or marital status were identified in the results. There was little evaluation of associations between agreement and study design, self-report modality and comparison data source, thus not allowing for any conclusions to be drawn. CONCLUSION An overview of the evidence available from validation studies with a description of several characteristics is provided. Studies with experimental design which evaluate factors that might affect agreement between self-report and other data sources are lacking.
Collapse
Affiliation(s)
- Manuela Brüne
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Faculty of Medicine, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.,Institute for Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research at the Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.,German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Carina Emmel
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Faculty of Medicine, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
| | - Gisela Meilands
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Faculty of Medicine, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
| | - Silke Andrich
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Faculty of Medicine, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.,Institute for Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research at the Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.,German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Sigrid Droste
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Faculty of Medicine, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
| | - Heiner Claessen
- Institute for Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research at the Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.,German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Fabian Jülich
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Faculty of Medicine, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
| | - Andrea Icks
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Faculty of Medicine, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.,Institute for Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research at the Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.,German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| |
Collapse
|
4
|
Workalemahu G, Abdela OA, Yenit MK. Chemotherapy-Related Adverse Drug Reaction and Associated Factors Among Hospitalized Paediatric Cancer Patients at Hospitals in North-West Ethiopia. Drug Healthc Patient Saf 2020; 12:195-205. [PMID: 33177883 PMCID: PMC7649973 DOI: 10.2147/dhps.s254644] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 10/11/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND One of the prevalent treatment modalities for cancer is chemotherapy. Adverse drug reactions, however, are becoming the world's major public health problem. More than half (54.5 percent) of cancer patients need hospitalization for further management, in addition to the increased health-care costs of treatment. The aim of this study was to evaluate adverse drug reactions associated with chemotherapy and related factors in hospitalized paediatric cancer patients in Ethiopia's north-west hospitals. METHODS From July 1, 2017, to August 13, 2019, a cross-sectional study was carried out among 311 paediatric cancer patients at Gondar Comprehensive University, Specialized Hospital and Felegehiwot referral hospital. The data were entered into Epi Info version 7 and exported for further analysis to Statistical Product and Service Solutions (SPSS). To identify associated variables, both the bi-variate and multi-variate logistic regression analyses were computed. Variables with a P-value of less than 0.05 were considered statistically significant in the multivariate logistic regression analysis. RESULTS The overall adverse drug reaction in this study was 41.5 percent ((95% CI: 35.8-47.2%)). Patients who received concomitant medications were at higher risk of experiencing adverse drug reactions (AOR: 2.60 (95% CI: 1.54-4.40)), according to the multivariate logistic regression analysis. Similarly, there was a risk of developing adverse drug reactions in patients taking four or more chemotherapy agents (AOR: 2.67 (95% CI: 1.52-4.68)). In addition, regimens based on etoposide (AOR: 1.99 (95% CI: 0.93-4.27)), mercaptopurine (AOR: 3.91 (95% CI: 1.06-14.46)) and doxorubicin (AOR: 2.32 (95% CI: 1.30-4.15)) were at higher risk for adverse drug reactions in patients. CONCLUSION Adverse drug reactions developed in a significant proportion of the study patients (2 out of 5 patients). Therefore, for pediatric cancer patients on concomitant medications and for patients on etoposide, mercaptopurine and doxorubicin drug regimens, efficient prevention and management of adverse drug reactions should be sought.
Collapse
Affiliation(s)
- Gashaw Workalemahu
- Clinical Pharmacy Service Unit, Enat Primary Hospital, Alemketema, Ethiopia
| | - Ousman Abubeker Abdela
- Department of Clinical Pharmacy, School of Pharmacy, College of Medicine and Health Sciences and Comprehensive Specialized Hospital, University of Gondar, Gondar, Ethiopia
| | - Melaku Kindie Yenit
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences and Comprehensive Specialized Hospital, University of Gondar, Gondar, Ethiopia
| |
Collapse
|
5
|
Significance of a clinical pharmacist-led comprehensive medication management program for hospitalized oncology patients. Int J Clin Pharm 2020; 42:652-661. [PMID: 32078106 DOI: 10.1007/s11096-020-00992-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 02/10/2020] [Indexed: 10/25/2022]
Abstract
Background The use of highly toxic drugs in cancer treatment and supportive care medications exposes patients to an increased number of drug-related problems (DRPs). Clinical pharmacists contribute to the optimal use of medications by intervening in identified drug-related problems. Objective To evaluate the relevance of a comprehensive medication management service in oncology patients. Setting Marmara University Teaching and Research Hospital Medical Oncology Ward, Istanbul, Turkey. Methods This prospective study was carried out between December 2015 and April 2016 with adult patients with confirmed malignancy. Comprehensive medication management was performed by the clinical pharmacist throughout the patient's hospital stay. The medication-related data as well as data regarding demographic and general health status of the patients were reviewed for the presence of drug-related problems. The identified problems, interventions and acceptance rate by physicians were recorded with the help of the Pharmaceutical Care Network Europe V6.0 (PCNE) classification. Main outcome measures Number and causes of drug-related problems, nature and acceptance rate of clinical pharmacist interventions and rate of problems solved. Results The study included 137 patients. The mean (SD) age of the patients was 58 (14.6) years. A total of 481 drug-related problems were recorded. The most frequent drug-related problems were 'adverse drug events [including drug interactions]' (n = 376), 'untreated indications' (n = 59) and 'unnecessary drug treatment' (n = 25). Inappropriate combination of drugs was the cause of 73.2% of the total problems. Interventions were made to stop administration of a suitable drug if the combination with another drug was contraindicated while prescribers were mostly informed about major drug interactions. The prescribers approved 93% of the total intervention proposals. The majority (90.9%) of the identified problems were totally solved. Conclusion Integration of clinical pharmacy services through a comprehensive medication management program in oncology will help to reduce the number of drug-related problems.
Collapse
|
6
|
Consideration of Potential Drug-Drug Interactions in Selection of FDA-Approved Drugs Indicated for Prostate Cancer. Am J Ther 2019; 26:e422-e424. [PMID: 30677005 DOI: 10.1097/mjt.0000000000000693] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
7
|
Teo YL, Ho HK, Chan A. Metabolism-related pharmacokinetic drug-drug interactions with tyrosine kinase inhibitors: current understanding, challenges and recommendations. Br J Clin Pharmacol 2015; 79:241-53. [PMID: 25125025 PMCID: PMC4309630 DOI: 10.1111/bcp.12496] [Citation(s) in RCA: 107] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2014] [Accepted: 08/12/2014] [Indexed: 12/16/2022] Open
Abstract
Drug-drug interactions (DDIs) occur when a patient's response to the drug is modified by administration or co-exposure to another drug. The main cytochrome P450 (CYP) enzyme, CYP3A4, is implicated in the metabolism of almost all of the tyrosine kinase inhibitors (TKIs). Therefore, there is a substantial potential for interaction between TKIs and other drugs that modulate the activity of this metabolic pathway. Cancer patients are susceptible to DDIs as they receive many medications, either for supportive care or for treatment of toxicity. Differences in DDI outcomes are generally negligible because of the wide therapeutic window of common drugs. However for anticancer agents, serious clinical consequences may occur from small changes in drug metabolism and pharmacokinetics. Therefore, the objective of this review is to highlight the current understanding of DDIs among TKIs, with a focus on metabolism, as well as to identify challenges in the prediction of DDIs and provide recommendations.
Collapse
Affiliation(s)
- Yi Ling Teo
- Department of Pharmacy, Faculty of Science, National University of Singapore, Singapore
| | | | | |
Collapse
|
8
|
Rahal A, Ahmad AH, Kumar A, Mahima, Verma AK, Chakraborty S, Dhama K. Clinical drug interactions: a holistic view. Pak J Biol Sci 2014; 16:751-8. [PMID: 24498827 DOI: 10.3923/pjbs.2013.751.758] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Every time a drug is administered to the animal to treat an ailment, no matter whether it is acute or chronic manifestation, it usually goes together with some other prescription medicine, OTC (Over the counter) formulation, herbs or even food. All the xenobiotics such as drugs, toxins and food components as well as the endogenous compound that are formed in the animal body as a routine phenomenon exert a stimulatory or inhibitory effect on the different physiological and biochemical processes going in the body. These effects may alter the normal metabolism and/or drug transport or its efficacy drastically and thus expose the man and animals to the risk of a potentially dangerous interaction. The present review discusses these potential reactions and their mechanisms that help in navigating the hazardous combinations of drugs with other medicines, food, herbs, vitamins and minerals with confidence.
Collapse
Affiliation(s)
- Anu Rahal
- Department of Veterinary Pharmacology and Toxicology, Uttar Pradesh Pandit Deen Dayal Upadhayay Pashu Chikitsa, Vigyan Vishwavidyalaya Evum Go-Anusandhan Sansthan, Mathura (UP)-281001, India
| | - A H Ahmad
- Department of Veterinary Pharmacology and Toxicology, G.B. Pant University of Agriculture and Technology, Pantnagar, Uttrakhand, India
| | - Amit Kumar
- Department of Veterinary Microbiology and Immunology, Uttar Pradesh Pandit Deen Dayal Upadhayay Pashu Chikitsa, Vigyan Vishwavidyalaya Evum Go-Anusandhan Sansthan, Mathura (UP)-281001, India
| | - Mahima
- Department of Animal Nutrition, Uttar Pradesh Pandit Deen Dayal Upadhayay Pashu Chikitsa, Vigyan Vishwavidyalaya Evum Go-Anusandhan Sansthan, Mathura (UP)-281001, India
| | - Amit Kumar Verma
- Department of Veterinary Epidemiology and Preventive Medicine, Uttar Pradesh Pandit Deen Dayal Upadhayay Pashu Chikitsa, Vigyan Vishwavidyalaya Evum Go-Anusandhan Sansthan, Mathura (UP)-281001, India
| | - Sandip Chakraborty
- Animal Resource Development Department, Pt. Nehru Complex, Agartala, Tripura, India
| | - Kuldeep Dhama
- Division of Pathology, Indian Veterinary Research Institute, Izatnagar, Bareilly (UP), India
| |
Collapse
|
9
|
Niraula S, Pond G, de Wit R, Eisenberger M, Tannock IF, Joshua AM. Influence of concurrent medications on outcomes of men with prostate cancer included in the TAX 327 study. Can Urol Assoc J 2013; 7:E74-81. [PMID: 23671512 DOI: 10.5489/cuaj.267] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVES The TAX 327 trial was pivotal in establishing docetaxel in castration refractory metastatic prostate cancer. Various commonly prescribed and over-the-counter co-administered medications are thought to exhibit anti-neoplastic properties and/or could potentially have pharmacokinectic interactions with docetaxel lessening the effectiveness of chemotherapy. METHODS To examine the effect of on prostate cancer outcomes within this trial, we examined overall survival, prostate-specific antigen (PSA) response, percent PSA reduction, pain response and QOL responses for 14 families of medications including metformin, digoxin, verapamil, proton pump inhibitors, nitrates, statins, cox-2 inhibitors, warfarin, heparins, ascorbic acid, selenium, tocopherol, antidepressants and erythropoietin. RESULTS Our findings did not reveal any medication that had a significant additive or synergistic effect with docetaxel. We did note, however, that patients on digoxin or verapamil had poorer overall survival, possibly due to a trend of fewer cycles of administered chemotherapy being administered to the verapamil group, consistent with a pharmacokinectic interaction. CONCLUSIONS These data are only hypothesis-generating given the statistical limitations, but may form a basis for similar future analysis in other malignancies. The data suggest the need to be aware of pharmacokinectic interactions with medications that may interact with docetaxel.
Collapse
Affiliation(s)
- Saroj Niraula
- Division of Medical Oncology, Princess Margaret Hospital/University of Toronto, Toronto, ON
| | | | | | | | | | | |
Collapse
|