1
|
Shim SR, Lee Y, In SM, Lee KI, Kim I, Jeong H, Shin J, Kim JY. Increased risk of hearing loss associated with macrolide use: a systematic review and meta-analysis. Sci Rep 2024; 14:183. [PMID: 38167873 PMCID: PMC10762137 DOI: 10.1038/s41598-023-50774-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 12/25/2023] [Indexed: 01/05/2024] Open
Abstract
The increased risk of hearing loss with macrolides remains controversial. We aimed to systematically review and meta-analyze data on the clinical risk of hearing loss, tinnitus, and ototoxicity following macrolide use. A systematic search was conducted across PubMed, MEDLINE, Cochrane, and Embase databases from database inception to May 2023. Medical Subject Heading (MeSH) terms and text keywords were utilized, without any language restrictions. In addition to the electronic databases, two authors manually and independently searched for relevant studies in the US and European clinical trial registries and Google Scholar. Studies that involved (1) patients who had hearing loss, tinnitus, or ototoxicity after macrolide use, (2) intervention of use of macrolides such as azithromycin, clarithromycin, erythromycin, fidaxomicin, roxithromycin, spiramycin, and/or telithromycin, (3) comparisons with specified placebos or other antibiotics, (4) outcomes measured as odds ratio (OR), relative risk (RR), hazard ratio (HR), and mean difference for ototoxicity symptoms using randomized control trial (RCT)s and observational studies (case-control, cross-section, and cohort studies) were included. Data extraction was performed independently by two extractors, and a crosscheck was performed to identify any errors. ORs along with their corresponding 95% confidence intervals (CIs) were estimated using random-effects models. The Preferred Reporting Items for Systematic Reviews and Meta-analyses reporting guidelines for RCTs and Meta-Analysis of Observational Studies in Epidemiology guidelines for observational studies were followed. We assessed the hearing loss risk after macrolide use versus controls (placebos and other antibiotics). Based on data from 13 studies including 1,142,021 patients (n = 267,546 for macrolide and n = 875,089 for controls), the overall pooled OR was 1.25 (95% CI 1.07-1.47). In subgroup analysis by study design, the ORs were 1.37 (95% CI 1.08-1.73) for RCTs and 1.33 (95% CI 1.24-1.43) for case-control studies, indicating that RCT and case-control study designs showed a statistically significant higher risk of hearing loss. The group with underlying diseases such as multiple infectious etiologies (OR, 1.16 [95% CI 0.96-1.41]) had a statistically significant lower risk than the group without (OR, 1.53 [95% CI 1.38-1.70] P = .013). The findings from this systematic review and meta-analysis suggest that macrolide antibiotics increase the risk of hearing loss and that healthcare professionals should carefully consider this factor while prescribing macrolides.
Collapse
Affiliation(s)
- Sung Ryul Shim
- Department of Biomedical Informatics, College of Medicine, Konyang University, Daejeon, Republic of Korea
- Konyang Medical data Research group-KYMERA, Konyang University Hospital, Daejeon, Republic of Korea
| | - YungJin Lee
- Konyang Medical data Research group-KYMERA, Konyang University Hospital, Daejeon, Republic of Korea
- Department of Rehabilitation Medicine, College of Medicine, Konyang University, Daejeon, Republic of Korea
| | - Seung Min In
- Department of Otorhinolaryngology-Head and Neck Surgery, College of Medicine, Konyang University, Daejeon, Republic of Korea
| | - Ki-Il Lee
- Department of Otorhinolaryngology-Head and Neck Surgery, College of Medicine, Konyang University, Daejeon, Republic of Korea
| | - Ikhee Kim
- Department of Otorhinolaryngology-Head and Neck Surgery, College of Medicine, Konyang University, Daejeon, Republic of Korea
| | - Hyoyeon Jeong
- Department of Otorhinolaryngology-Head and Neck Surgery, College of Medicine, Konyang University, Daejeon, Republic of Korea
| | - Jieun Shin
- Department of Biomedical Informatics, College of Medicine, Konyang University, Daejeon, Republic of Korea.
- Konyang Medical data Research group-KYMERA, Konyang University Hospital, Daejeon, Republic of Korea.
| | - Jong-Yeup Kim
- Department of Biomedical Informatics, College of Medicine, Konyang University, Daejeon, Republic of Korea.
- Konyang Medical data Research group-KYMERA, Konyang University Hospital, Daejeon, Republic of Korea.
- Department of Otorhinolaryngology-Head and Neck Surgery, College of Medicine, Konyang University, Daejeon, Republic of Korea.
| |
Collapse
|
2
|
Coffin AB, Dale E, Doppenberg E, Fearington F, Hayward T, Hill J, Molano O. Putative COVID-19 therapies imatinib, lopinavir, ritonavir, and ivermectin cause hair cell damage: A targeted screen in the zebrafish lateral line. Front Cell Neurosci 2022; 16:941031. [PMID: 36090793 PMCID: PMC9448854 DOI: 10.3389/fncel.2022.941031] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 07/29/2022] [Indexed: 11/13/2022] Open
Abstract
The biomedical community is rapidly developing COVID-19 drugs to bring much-need therapies to market, with over 900 drugs and drug combinations currently in clinical trials. While this pace of drug development is necessary, the risk of producing therapies with significant side-effects is also increased. One likely side-effect of some COVID-19 drugs is hearing loss, yet hearing is not assessed during preclinical development or clinical trials. We used the zebrafish lateral line, an established model for drug-induced sensory hair cell damage, to assess the ototoxic potential of seven drugs in clinical trials for treatment of COVID-19. We found that ivermectin, lopinavir, imatinib, and ritonavir were significantly toxic to lateral line hair cells. By contrast, the approved COVID-19 therapies dexamethasone and remdesivir did not cause damage. We also did not observe damage from the antibiotic azithromycin. Neither lopinavir nor ritonavir altered the number of pre-synaptic ribbons per surviving hair cell, while there was an increase in ribbons following imatinib or ivermectin exposure. Damage from lopinavir, imatinib, and ivermectin was specific to hair cells, with no overall cytotoxicity noted following TUNEL labeling. Ritonavir may be generally cytotoxic, as determined by an increase in the number of TUNEL-positive non-hair cells following ritonavir exposure. Pharmacological inhibition of the mechanotransduction (MET) channel attenuated damage caused by lopinavir and ritonavir but did not alter imatinib or ivermectin toxicity. These results suggest that lopinavir and ritonavir may enter hair cells through the MET channel, similar to known ototoxins such as aminoglycoside antibiotics. Finally, we asked if ivermectin was ototoxic to rats in vivo. While ivermectin is not recommended by the FDA for treating COVID-19, many people have chosen to take ivermectin without a doctor's guidance, often with serious side-effects. Rats received daily subcutaneous injections for 10 days with a clinically relevant ivermectin dose (0.2 mg/kg). In contrast to our zebrafish assays, ivermectin did not cause ototoxicity in rats. Our research suggests that some drugs in clinical trials for COVID-19 may be ototoxic. This work can help identify drugs with the fewest side-effects and determine which therapies warrant audiometric monitoring.
Collapse
Affiliation(s)
- Allison B. Coffin
- Department of Integrative Physiology and Neuroscience, Washington State University, Vancouver, WA, United States
- College of Arts and Sciences, Washington State University, Vancouver, WA, United States
| | - Emily Dale
- College of Arts and Sciences, Washington State University, Vancouver, WA, United States
| | - Emilee Doppenberg
- College of Arts and Sciences, Washington State University, Vancouver, WA, United States
| | - Forrest Fearington
- College of Arts and Sciences, Washington State University, Vancouver, WA, United States
| | - Tamasen Hayward
- College of Arts and Sciences, Washington State University, Vancouver, WA, United States
| | - Jordan Hill
- College of Arts and Sciences, Washington State University, Vancouver, WA, United States
| | - Olivia Molano
- College of Arts and Sciences, Washington State University, Vancouver, WA, United States
| |
Collapse
|
3
|
Yazan H, Kilinc AA, Dogan R, Gedik O, Al Shadfan LM, Basoz M, Ozturan O, Cakir E. Effects of long-term azithromycin therapy on auditory functions in children with chronic respiratory diseases. Int J Pediatr Otorhinolaryngol 2021; 147:110808. [PMID: 34186301 DOI: 10.1016/j.ijporl.2021.110808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 04/19/2021] [Accepted: 06/21/2021] [Indexed: 11/19/2022]
Abstract
BACKGROUND AND OBJECTIVES In recent years, long-term azithromycin (AZT) use has been increased in pediatric patients with chronic respiratory tract problems. In this study, we aimed to assess auditory functions in children on long-term AZT therapy. METHOD The study included 43 patients who received long-term AZT treatment and 27 age-matched, healthy controls. In the study and control groups, ear-nose-throat examination, pure tone audiometry, speech recognition threshold (SRT), speech discrimination score (SDS), uncomfortable loudness level (UCL), acoustic reflex tests, and otoacoustic emission tests were performed. The test results were statistically compared between groups. RESULTS Mean age was 11.3 ± 0.56 years in the study group and 9.3 ± 3.07 years in the control group. The medain hearing examination was 8 months after end of AZT treatment (Ranged: 1-12 months). No significant difference was found in normal- and high-frequency audiogram tests at any frequency between study and control groups. Also, no significant difference was found in distortion product otoacoustic emissions (DPOAE) and transient evoked otoacoustic emissions (TEOAE) tests between groups. Also, there was no significant difference in acoustic reflex, SRT, SDS, and UCL test results between study and control groups. CONCLUSION This is the first study assessing auditory functions comprehensively in pediatric patients who received long-term AZT therapy. In this study, it was shown that long-term AZT use had no deleterious effect on auditory function tests.
Collapse
Affiliation(s)
- Hakan Yazan
- Bezmilalem Vakif University, Department of Pediatric Pulmonology, Istanbul, Turkey.
| | - Ayse Ayzit Kilinc
- İstanbul University-Cerrahpasa, Department of Pediatric Pulmonology, Istanbul, Turkey
| | - Remzi Dogan
- Bezmialem Vakif University, Department of Otorhinolayngology, Istanbul, Turkey
| | - Ozge Gedik
- Bezmialem Vakif University, Faculty of Health Sciences, Audiology Department, Istanbul, Turkey
| | | | - Meliha Basoz
- Bezmialem Vakif University, Faculty of Health Sciences, Audiology Department, Istanbul, Turkey
| | - Orhan Ozturan
- Bezmialem Vakif University, Department of Otorhinolayngology, Istanbul, Turkey
| | - Erkan Cakir
- Bezmilalem Vakif University, Department of Pediatric Pulmonology, Istanbul, Turkey
| |
Collapse
|
4
|
Vanoverschelde A, Oosterloo BC, Ly NF, Ikram MA, Goedegebure A, Stricker BH, Lahousse L. Macrolide-associated ototoxicity: a cross-sectional and longitudinal study to assess the association of macrolide use with tinnitus and hearing loss. J Antimicrob Chemother 2021; 76:2708-2716. [PMID: 34312676 PMCID: PMC8446930 DOI: 10.1093/jac/dkab232] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Accepted: 06/03/2021] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Macrolides are widely prescribed antibiotics for many different indications. However, there are concerns about adverse effects such as ototoxicity. OBJECTIVES To investigate whether macrolide use is associated with tinnitus and hearing loss in the general population. METHODS Cross-sectional (n = 4286) and longitudinal (n = 636) analyses were performed within the population-based Rotterdam Study. We investigated with multivariable logistic regression models the association between macrolides and tinnitus, and with multivariable linear regression models the association between macrolides and two different hearing thresholds (both ears, averaged over 0.25, 0.5, 1, 2, 4 and 8 kHz and 2, 4 and 8 kHz). Both regression models were adjusted for age, sex, systolic blood pressure, alcohol, smoking, BMI, diabetes, education level, estimated glomerular filtration rate and other ototoxic or tinnitus-generating drugs. Cumulative exposure to macrolides was categorized according to the number of dispensed DDDs and duration of action. RESULTS In the fully adjusted model, ever use of macrolides was associated with a 25% higher likelihood of prevalent tinnitus (OR = 1.25; 95% CI 1.07-1.46). This association was more prominent in participants with a cumulative dose of more than 14 DDDs and among users of intermediate- or long-acting macrolides. Macrolide use in between both assessments was associated with more than a 2-fold increased risk on incident tinnitus. No general association between macrolides and hearing loss was observed. A borderline significant higher hearing threshold in very recent users (≤3 weeks) was found. CONCLUSIONS Macrolide use was significantly associated with both prevalent and incident tinnitus. Macrolide-associated tinnitus was likely cumulative dose-dependent.
Collapse
Affiliation(s)
- Anna Vanoverschelde
- Department of Bioanalysis, Pharmaceutical Care Unit, Ghent University, Ottergemsesteenweg 460, 9000, Ghent, Belgium.,Department of Epidemiology, Erasmus Medical Centre, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Berthe C Oosterloo
- Department of Epidemiology, Erasmus Medical Centre, PO Box 2040, 3000 CA, Rotterdam, The Netherlands.,Department of Otorhinolaryngology and Head and Neck Surgery, Erasmus Medical Centre, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Nelly F Ly
- Department of Epidemiology, Erasmus Medical Centre, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - M Arfan Ikram
- Department of Epidemiology, Erasmus Medical Centre, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - André Goedegebure
- Department of Otorhinolaryngology and Head and Neck Surgery, Erasmus Medical Centre, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Bruno H Stricker
- Department of Epidemiology, Erasmus Medical Centre, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Lies Lahousse
- Department of Bioanalysis, Pharmaceutical Care Unit, Ghent University, Ottergemsesteenweg 460, 9000, Ghent, Belgium.,Department of Epidemiology, Erasmus Medical Centre, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
| |
Collapse
|
5
|
Ricciardiello F, Pisani D, Viola P, Cristiano E, Scarpa A, Giannone A, Longo G, Russo G, Bocchetti M, Coppola C, Perrella M, Oliva F, Chiarella G. Sudden Sensorineural Hearing Loss in Mild COVID-19: Case Series and Analysis of the Literature. Audiol Res 2021; 11:313-326. [PMID: 34287226 PMCID: PMC8293051 DOI: 10.3390/audiolres11030029] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 05/06/2021] [Accepted: 06/28/2021] [Indexed: 12/23/2022] Open
Abstract
Background: There is growing evidence of otoneurological involvement of SARS-CoV-2, such as tinnitus and balance disorders and smell and taste disorders, but HL in COVID-19 patients has still been marginally studied. Investigating the role of SARS-CoV-2 as an aetiological factor of Sudden Sensorineural Hearing Loss (SSNHL) may offer the opportunity to address treatment strategies to maximize clinical recovery and avoid side effects. Methods and results: For this purpose, we will present case studies of five patients who experienced SSNHL during COVID-19. Patients were selected from COVID-19 positive adult subjects with mild clinical presentation, admitted to the outpatient Ear Nose and Throat Department of Cardarelli Hospital due to the onset of SSNHL during the infection. All underwent a complete audio-vestibular investigation before and after SSNHL treatment protocol. Each patient is described with a detailed analysis. Conclusions: SSNHL could be an occasional symptom of COVID-19, even in mild manifestations of the disease. Our experience leads us to underline the value of promptly recognizing and addressing this and other uncommon symptoms, giving patients the opportunity to receive early treatment.
Collapse
Affiliation(s)
- Filippo Ricciardiello
- ENT Department, AORN Cardarelli, 80131 Napoli, Italy; (F.R.); (E.C.); (A.G.); (F.O.)
| | - Davide Pisani
- Unit of Audiology, Department of Experimental and Clinical Medicine, Magna Graecia University, 88100 Catanzaro, Italy; (P.V.); (G.C.)
- Correspondence: ; Tel.: +39-096-1364-7124
| | - Pasquale Viola
- Unit of Audiology, Department of Experimental and Clinical Medicine, Magna Graecia University, 88100 Catanzaro, Italy; (P.V.); (G.C.)
| | - Elisabetta Cristiano
- ENT Department, AORN Cardarelli, 80131 Napoli, Italy; (F.R.); (E.C.); (A.G.); (F.O.)
| | - Alfonso Scarpa
- Department of Medicine and Surgery, University of Salerno, 84084 Fisciano, Italy;
| | - Antonio Giannone
- ENT Department, AORN Cardarelli, 80131 Napoli, Italy; (F.R.); (E.C.); (A.G.); (F.O.)
| | | | - Giuseppe Russo
- Health Management AORN Cardarelli, 80131 Napoli, Italy; (G.R.); (C.C.)
| | - Marco Bocchetti
- Biogem Scarl, Molecular Oncology and Precision Medicine Laboratory, 83031 Irpino, Italy;
| | - Ciro Coppola
- Health Management AORN Cardarelli, 80131 Napoli, Italy; (G.R.); (C.C.)
| | - Marco Perrella
- Anesthesiology and Reanimation Department AORN Cardarelli, 80100 Napoli, Italy;
| | - Flavia Oliva
- ENT Department, AORN Cardarelli, 80131 Napoli, Italy; (F.R.); (E.C.); (A.G.); (F.O.)
| | - Giuseppe Chiarella
- Unit of Audiology, Department of Experimental and Clinical Medicine, Magna Graecia University, 88100 Catanzaro, Italy; (P.V.); (G.C.)
| |
Collapse
|
6
|
Fitzpatrick AM, Chipps BE, Holguin F, Woodruff PG. T2-"Low" Asthma: Overview and Management Strategies. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE 2021; 8:452-463. [PMID: 32037109 DOI: 10.1016/j.jaip.2019.11.006] [Citation(s) in RCA: 84] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 11/11/2019] [Accepted: 11/11/2019] [Indexed: 02/07/2023]
Abstract
Although the term "asthma" has been applied to all patients with airway lability and variable chest symptoms for centuries, phenotypes of asthma with distinct clinical and molecular features that may warrant different treatment approaches are well recognized. Patients with type 2 (T2)-"high" asthma are characterized by upregulation of T2 immune pathways (ie, IL-4 and IL-13 gene sets) and eosinophilic airway inflammation, whereas these features are absent in patients with T2-"low" asthma and may contribute to poor responsiveness to corticosteroid treatment. This review details definitions and clinical features of T2-"low" asthma, potential mechanisms and metabolic aspects, pediatric considerations, and potential treatment approaches. Priority research questions for T2-"low" asthma are also discussed.
Collapse
Affiliation(s)
| | - Bradley E Chipps
- Capital Allergy and Respiratory Disease Center, Sacramento, Calif
| | - Fernando Holguin
- University of Colorado, Pulmonary Sciences and Critical Care Medicine, Denver, Colo
| | - Prescott G Woodruff
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, and the Cardiovascular Research Institute, University of California, San Francisco, Calif
| |
Collapse
|
7
|
Rybak LP, Ramkumar V, Mukherjea D. Ototoxicity of Non-aminoglycoside Antibiotics. Front Neurol 2021; 12:652674. [PMID: 33767665 PMCID: PMC7985331 DOI: 10.3389/fneur.2021.652674] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 02/16/2021] [Indexed: 12/17/2022] Open
Abstract
It is well-known that aminoglycoside antibiotics can cause significant hearing loss and vestibular deficits that have been described in animal studies and in clinical reports. The purpose of this review is to summarize relevant preclinical and clinical publications that discuss the ototoxicity of non-aminoglycoside antibiotics. The major classes of antibiotics other than aminoglycosides that have been associated with hearing loss in animal studies and in patients are discussed in this report. These antibiotics include: capreomycin, a polypeptide antibiotic that has been used to treat patients with drug-resistant tuberculosis, particularly in developing nations; the macrolides, including erythromycin, azithromycin and clarithromycin; and vancomycin. These antibiotics have been associated with ototoxicity, particularly in neonates. It is critical to be aware of the ototoxic potential of these antibiotics since so much attention has been given to the ototoxicity of aminoglycoside antibiotics in the literature.
Collapse
Affiliation(s)
- Leonard P Rybak
- Department of Otolaryngology, Southern Illinois University School of Medicine, Springfield, IL, United States
| | - Vickram Ramkumar
- Department of Pharmacology, Southern Illinois University School of Medicine, Springfield, IL, United States
| | - Debashree Mukherjea
- Department of Otolaryngology, Southern Illinois University School of Medicine, Springfield, IL, United States
| |
Collapse
|
8
|
Alsowaida YS, Almulhim AS, Oh M, Erstad B, Abraham I. Sensorineural hearing loss with macrolide antibiotics exposure: a meta-analysis of the association. INTERNATIONAL JOURNAL OF PHARMACY PRACTICE 2020; 29:21-28. [PMID: 32871046 DOI: 10.1111/ijpp.12670] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 07/29/2020] [Accepted: 07/30/2020] [Indexed: 11/27/2022]
Abstract
OBJECTIVE Macrolide antibiotics are among the most commonly used antibiotics; the association of macrolide antibiotics exposure with sensorineural hearing loss (SNHL) has been hypothesized. A systematic search was conducted in PubMed, EMBASE and Cochrane Library from inception to 15 July 2019 to identify studies used macrolide antibiotics for any indication. The results were reported as odds ratio (OR) with 95% confidence interval (CI) using random-effects model to derive the association of macrolide antibiotics exposure with SNHL. The objective of this meta-analysis was to estimate the association of macrolide antibiotics exposure and SNHL from up-to-date evidence. KEY FINDINGS Nine studies met the inclusion criteria. There was no statistically significant association between macrolide antibiotics exposure and SNHL; the OR was 1.20 (95% CI: 0.96 to 1.49). No significant association was found with any of the subgroup meta-analyses. SUMMARY Whilst the frequency of SNHL was higher with macrolide antibiotics exposure compared with controls, overall, no association was found between macrolide antibiotics and SNHL.
Collapse
Affiliation(s)
- Yazed Saleh Alsowaida
- Center for Health Outcomes and PharmacoEconomic Research, College of Pharmacy, University of Arizona, Tucson, AZ, USA.,Department of Pharmacy Services, Brigham and Women's Hospital, Boston, MA, USA.,Department of Clinical Pharmacy, College of Pharmacy, University of Hail, Hail, Saudi Arabia
| | - Abdulaziz Saleh Almulhim
- Center for Health Outcomes and PharmacoEconomic Research, College of Pharmacy, University of Arizona, Tucson, AZ, USA.,College of Clinical Pharmacy, King Faisal University, Al-Ahsa, Saudi Arabia
| | - Mok Oh
- Center for Health Outcomes and PharmacoEconomic Research, College of Pharmacy, University of Arizona, Tucson, AZ, USA
| | - Brian Erstad
- Department of Pharmacy Practice & Science, College of Pharmacy, University of Arizona, Tucson, AZ, USA
| | - Ivo Abraham
- Center for Health Outcomes and PharmacoEconomic Research, College of Pharmacy, University of Arizona, Tucson, AZ, USA.,University of Arizona Cancer Center, University of Arizona, Tucson, AZ, USA.,Department of Pharmacy Practice and Science, College of Pharmacy, University of Arizona, Tucson, AZ, USA.,Department of Family and Community Medicine, College of Medicine - Tucson, University of Arizona, Tucson, AZ, USA
| |
Collapse
|