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Fluoroquinolone-related adverse events resulting in health service use and costs: A systematic review

  • Laura S. M. Kuula ,

    Contributed equally to this work with: Laura S. M. Kuula, Kati M. Viljemaa

    Roles Conceptualization, Data curation, Investigation, Writing – original draft, Writing – review & editing

    laura.saarukka@helsinki.fi

    Affiliation Faculty of Pharmacy, University of Helsinki, Helsinki, Finland

  • Kati M. Viljemaa ,

    Contributed equally to this work with: Laura S. M. Kuula, Kati M. Viljemaa

    Roles Conceptualization, Data curation, Investigation, Writing – original draft, Writing – review & editing

    Affiliation Faculty of Pharmacy, University of Helsinki, Helsinki, Finland

  • Janne T. Backman ,

    Roles Conceptualization, Data curation, Investigation, Writing – original draft, Writing – review & editing

    ‡ These authors also contributed equally to this work.

    Affiliations Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland, Department of Clinical Pharmacology, University of Helsinki, Helsinki, Finland, Helsinki University Hospital, Helsinki, Finland

  • Marja Blom

    Roles Conceptualization, Data curation, Investigation, Writing – original draft, Writing – review & editing

    ‡ These authors also contributed equally to this work.

    Affiliation Faculty of Pharmacy, University of Helsinki, Helsinki, Finland

Abstract

Background and objectives

Adverse events (AEs) associated with the use of fluoroquinolone antimicrobials include Clostridium difficile associated diarrhea (CDAD), liver injury and seizures. Yet, the economic impact of these AEs is seldom acknowledged. The aim of this review was to identify health service use and subsequent costs associated with ciprofloxacin, levofloxacin, moxifloxacin, norfloxacin and ofloxacin -related AEs.

Methods

A literature search covering Medline, SCOPUS, Cinahl, Web of Science and Cochrane Library was performed in April 2017. Two independent reviewers systematically extracted the data and assessed the quality of the included studies. All costs were converted to 2016 euro in order to improve comparability.

Results

Of the 5,687 references found in the literature search, 19 observational studies, of which five were case-controlled, fulfilled the inclusion criteria. Hospitalization was an AE-related health service use outcome in 17 studies. Length of hospital stay associated with AEs varied between <5 and 45 days. The estimated cost of an AE episode ranged between 140 and 18,252 €. CDAD was associated with the longest stays in hospital. Ten studies reported AE-related length of stays and five evaluated costs associated with AEs. Due to the lack of published literature, health service use and costs associated with many high-risk FQ-related AEs could not be evaluated.

Conclusions

Because of the wide clinical use of fluoroquinolones, in particular serious fluoroquinolone-related AEs can have substantial economic implications, in addition to imposing potentially devastating health complications for patients. Further measures are required to prevent and reduce health service use and costs associated with fluoroquinolone-related AEs. Equally, better-quality reporting and additional published data on health service use and costs associated with AEs are needed.

Introduction

Fluoroquinolones (FQs) are counted among broad-spectrum antimicrobials and are used to treat genitourinary, respiratory, gastrointestinal, skin and soft tissue infections[1]. FQs are generally well tolerated antimicrobials: the discontinuation of treatment due to AEs is required in fewer than five percent of consumption[2]. Their mechanism of action is based on the drugs’ ability to inhibit DNA gyrase and topoisomerase IV, and thus, DNA synthesis[3]. The most common AEs are mild and reversible, such as diarrhea, nausea and headaches. However, FQs are also associated with more serious AEs, including Clostridium difficile infections, prolonged QT interval, tendinitis and tendon rupture, dysglycemia, hepatic toxicity, phototoxicity, acute renal failure and serious AEs involving the central nervous system, such as seizures. [4] [1] FQ-related AEs can be multisymptomatic, progressive and have long latency periods, which can make them difficult to detect[5]. FQs have been in clinical use since the 1980s[6] and are globally among the most consumed antimicrobials[7]. Due to reported serious AEs associated with the use of FQs, the European Medicines Agency (EMA) recommended restrictions on their use in October 2018.[8] The U.S. Food and Drugs Administration (FDA) has issued several “black box warnings” against FQs with the latest safety announcement dated in December 2018 warning about an increased risk of ruptures or tears in the aorta blood vessel in some patients.[9] FDA-approved FQs are ciprofloxacin, levofloxacin, moxifloxacin, ofloxacin, gemifloxacin and recently, delafloxacin[10][11]. FQs approved in Europe include ciprofloxacin, levofloxacin, moxifloxacin, ofloxacin, gemifloxacin, cinoxacin, enoxacin, flumequine, lomefloxacin, nalidixic acid, norfloxacin, pefloxacin, pipemidic acid, prulifloxacin and rufloxacin.

The economic burden of AEs is substantial and in direct relation to current increasing drug utilization. According to previous research, the annual cost of AEs in the U.S. may be as high as 22.9 billion euros [12]. In Europe AEs are considered to contribute to 3.6 percent of hospital admissions, have an impact on 10 percent of inpatients during their hospital admission and are responsible for almost 0.5 percent of inpatient deaths. [13] AEs thus clearly constitute a major clinical issue. Prescribing a drug is always a conflict of benefits set against harms decision, weighing the risk of morbidity and even mortality from the disease against similar effects from AEs and added health care costs. Unfortunately, a thorough understanding of the significance of AEs and the benefit-risk-ratio of drug treatments can only be acquired through long-term clinical use after marketing authorization and subsequent research. Health service use and costs specifically associated with FQ-related AEs have not been evaluated previously.

The aim of our study was to identify health service use and health service costs associated with ciprofloxacin, levofloxacin, moxifloxacin, norfloxacin and ofloxacin -related AEs.

Methods

Literature search

A systematic literature search was performed in April 2017 covering Medline, SCOPUS, CINAHL, Web of Science and Cochrane Library. A library information specialist was consulted in forming the search strategies, which consisted of search terms relating to FQs, AEs, health service use and costs. The Web of Science -database search included several conference papers, which could be used to find unpublished literature and reduce publication bias. Finally, literature references of the included articles were sourced to identify potentially relevant articles. The search strategy for Medline can be found in S1 File. In this systematic review, AEs are defined as medical occurrences temporally associated with the use of a medicinal product, but not necessarily causally related. A serious adverse event, on the other hand, is defined as any untoward medical occurrence that at any dose either results in death, is life threatening, requires inpatient hospitalization or prolongation of existing hospitalization or results in persistent or significant disability or incapacity. [14] Health service use is referred to as services provided to individuals or communities by health service providers for the purpose of promoting, maintaining, monitoring or restoring health[15]. Costs presented in this study comprise resources consumed due to health service use.

Study selection

References identified in the literature search were imported to reference management software (Mendeley) and duplicates were removed. Only references that met previously fixed PICOS (patients, intervention, control, outcome, setting) [16] criteria, were included in the review. There were no limitations concerning publication year. The PICOS framework is depicted in Table 1.

Both reviewers (LK, KV) individually screened the articles based on title and excluded distinctly irrelevant references such as literature regarding topical ophthalmic FQs. A third author (MB) was available to resolve possible discrepancies. The remaining articles were screened based on abstracts and full texts. The number of identified, included and excluded references are depicted in the flow chart.

Data collection

The data of the included articles was extracted into two spread sheets (Microsoft Excel). The usefulness of the tables was tested with a total of eight articles, after which minor adjustments were made regarding the reporting of fatalities. Both reviewers (LK, KV) filled in both tables independently. The first table contains characteristics of the included studies, such as authors, publication years, aims, patient details, study designs, durations, follow-ups, funding details and publications. The second table summarizes results covering specifics of the fluoroquinolone associated with the adverse event, adverse event types, health service use, length of hospital stay, AE costs and possible fatalities. In order to improve comparability, all the reported costs were converted to euro by using the exchange rate of the European Central Bank and adjusted to the price level of the year 2016 using the value of money index of Statistics Finland[17][18].

Quality assessment

The quality of the included studies was assessed according to the STROBE checklist for observational studies.[19] The studies were awarded scores, which are presented in percentages. Two reviewers (LK, KV) assessed the quality of the included studies independently. The level of agreement between the reviewers was 93%.

Results

Search results

In all, 4,454 unique references were identified in the literature search (Fig 1). Screening based on titles excluded 4,217 references. Two hundred and twenty full-text articles did either not meet the inclusion criteria (n = 208 studies), were found to be duplicates (n = 8) or lacked an English language full-text (n = 4). After two additional studies were found in literature references, a total of 19 studies were included in this systematic review. The list of the excluded articles is displayed in S2 File.

Study characteristics

Of the 19 included observational studies ([20]-[31]), five were case-controlled ([20][21][22][23][24]). The studies were published between 2002 and 2017. There were substantial differences in study duration, the length varied from 4 weeks to 22 years. The total sample size of the included studies comprised 1,752,544 patients. During the study periods, 33,477 AEs that were identified as FQ-related occurred. The studies included 22,704 AEs associated with levofloxacin, 339 with ciprofloxacin, two with norfloxacin, three with ofloxacin and 168 with moxifloxacin. In total, 10,773 AEs were associated with an unspecified FQ. A total of 26,893 (80%) were identified from one study[25]. The average age of all total sample was 60,8 years and 50,71% were men. Only one study explicitly involved a cohort of patients with comorbidities (diabetes).[26] The characteristics of the included studies are summarized in Table 2.

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Table 2. Characteristics of the studies (n = 19) included in the current review.

https://doi.org/10.1371/journal.pone.0216029.t002

Health service use

Although the search covered all AEs related to FQs, the AEs depicted in the included studies can mostly be defined as serious, since hospitalization was the most frequently reported AE-related health service use (17 studies [20]-[30][25]-[35][36][37]). Hospitalization was required in all CDAD -cases and serious cutaneous AEs. McFarland et al. provided the most detailed report of health service use relating to CDAD. In the study 30 percent of CDAD -patients were admitted to an ICU, two percent required surgical intervention and 21 percent were readmitted to a health care facility [22]. The specific number of hospitalized patients was not detailed in the included studies. Fatalities were reported in several studies ([20][24][28][32][35]-[37]). However, none of the fatalities were directly associated with FQs. FQ-related cutaneous AEs were highlighted specifically in studies of Asian origin ([30][33][37]).

In addition, emergency department (ED) visits were reported in four studies ([21][26][38][29]). Length of hospital stay was reported in 10 studies ([20][22][24][26] [30][32][34][35][36][37]) and varied between <5 and 45 days. Long hospital stays were particularly associated with CDAD.

Costs

AE-related costs were evaluated and reported in only five studies ([23][25][32][35][29]) and the disparity between estimations was significant. The cost of an AE-related episode varied in this systematic review between 140 and 18,252 € and there was also considerable variation among AE episodes within some individual studies. Llop, for example, evaluated the cost of an average FQ-related AE episode to be 4,528±18,252 € [25]. In this systematic review, the highest reported health care costs were associated with CDAD, and costs associated with other AEs were not specified. In four studies, costs were evaluated from the perspective of the hospital ([23][32][35][29]). Mjörndal et.al. [32] and Perrone et.al. [29] specifically stated that costs consist of direct hospital costs. Llop et.al.[25] did not specify cost details beyond costs associated with AEs and retreatment. None of the included studies reported travel or time costs, indirect costs or specified the payer.

Differences in adverse events according to various fluoroquinolones

Levofloxacin[20]-[27][30][25][28][29][36] and ciprofloxacin [20][22]-[27][38][32][33][35][36][37] were the most frequently utilized interventions (Table 3), with both being included in 12 studies. In these studies, levofloxacin was associated with various AEs, including dysglycemia, CDAD, hepatotoxicity, diarrhea, altered mental status, rash and thrush. AEs associated with ciprofloxacin included dysglycemia, CDAD, hepatotoxicity, hepatitis, Stevens-Johnson Syndrome (SJS), acute generalized exanthematous pustulosis (AGEP), increased prothrombin complex, seizures, diarrhea, rash and fever. Moxifloxacin was included in four studies[20][21][24][26] and associated with dysglycemia, CDAD and hepatotoxicity. Norfloxacin[31] was present in one study and linked to hepatitis. Ofloxacin use was reported in five studies [30][38][33]-[35] and linked to an epileptic seizure, urticarial lesion, fixed drug effect, exfoliative dermatitis, angioedema and photodermatitis (PD).

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Table 3. Health service use and costs associated with FQ-related AEs.

https://doi.org/10.1371/journal.pone.0216029.t003

In the included studies, norfloxacin and ofloxacin were associated with the least reports of health service use and costs. Conversely, levofloxacin and ciprofloxacin, the most frequently considered FQs, appeared to be connected to the most AEs, health service use and costs. Health service use and health service costs associated with FQ-related AEs are depicted in Table 3.

The quality of the included studies

The results of the quality assessment are illustrated in Fig 2. The included studies scored an average 19.74 and median 20 (range 10 and 27) points out of 34 total points. The weighted average rating was 65% (range 36–84%). Although the scores are relatively high, some inadequacies were apparent in reporting. Only six studies described efforts to address potential sources of bias ([20]-[22][24][26][27]). Two studies provided an explanation for the population sample size ([22][34]).

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Fig 2. Quality assessment of the included studies.

The included studies were assessed according to STROBE checklist and awarded scores, which are presented in percentages.

https://doi.org/10.1371/journal.pone.0216029.g002

Seven studies failed to report the funding of the study ([30][38][31][33][35][36][37]). The case-controlled observational studies all reported the source of research funding but otherwise there was no difference in the results of the quality assessment regarding study design. The fulfillment of the STROBE checklist items is portrayed in S1 Table.

Discussion

The aim of this systematic review was to identify health service use and costs associated with FQ-related AEs. To date, research concentrating on costs associated with drug-related AEs remains scarce. As far as we know, the economic impacts of any FQ-related AEs have previously not been examined in a systematic review. Due to the substantial gap in published literature, we were unable to examine many serious and costly FQ-related AEs, such as neuropsychiatric AEs, QT interval prolongation, aortic aneurysm and tendinopathy in this review. There was considerable heterogeneity among the included studies. The most variation was associated with population sample sizes (n = 33–1,277,248) and study duration (4 weeks—22 years) as well as AEs considered. Although randomized controlled trials (RCTs) were not excluded from the literature search, all the included studies were observational. Observational studies may pick up on AEs not observed in RCTs, which might be due to several factors. RCTs frequently exclude patients who are most vulnerable to AEs, such as the elderly and patients with comorbidities. In addition, sample sizes are in many cases smaller and follow-up periods often shorter in RCTs than in observational studies. Of the 19 studies included in the review, five were case-controlled, in order to explicitly observe risk rates of AEs associated with FQs. Even then, the number of FQ-related AEs assessed in the included studies in proportion to the population size was small, which could mean that all FQ-related AEs were not assessed. In 13 studies[20]-[24][26]-[30][28][31][33][34][37], only specific AEs were examined and many AEs may not have been reported or even recognized. Of the five FQs in this study, levofloxacin was associated with the most reported AEs, health service use, length of hospital stay and costs. Ciprofloxacin was associated with similar AEs, health service use, length of stay and costs as levofloxacin, but with smaller volume. Norfloxacin, on the other hand, was only linked to two cases of hepatitis. These data do not allow comparisons across FQs and drawing of definite conclusions relating to health service use and costs associated with levofloxacin, ciprofloxacin, moxifloxacin, norfloxacin and ofloxacin. Levofloxacin and ciprofloxacin were considered in 12 studies, including extremely large studies, and norfloxacin in only one. Therefore, the number of AEs associated with specific FQs reported in the studies is related to the utilization of the FQ and not necessarily to the toxicity. At present ciprofloxacin followed by levofloxacin are the most consumed FQs globally[39][40]. Previous research has shown that the safety profiles of the FQs included in this systematic review are similar to each other[1].

In this systematic review, hospitalizations and ED visits were the main health service use outcomes associated with AEs. Outpatient visits to primary care facilities were not reported in the included studies, although it is likely that most AEs are diagnosed and treated in primary care, if recognized as FQ-related at all. According to prior research by Magdelijns et.al., hospitalizations, specifically long stays in hospital, are the leading cost drivers in health service use. Hospitalizations were estimated to cause approximately 77% of direct health care costs associated with AEs in the Netherlands[41].

Reported FQ-related AE-costs varied between 140 and 18,252€ per AE episode. CDAD was associated with the largest amount of health service use, longest stays in hospital and, thus, the highest reported costs of AEs considered. Mean CDAD-related length of stays were up to 45 days. Since the emergence of the epidemic Clostridium difficile ribotype 027 clone, CDAD has become more prevalent, severe and more difficult to treat, due to resistance to many antimicrobial agents[42]. The included studies took only into account the direct treatment costs, which does not represent the total costs of a FQ-related AE episode. Evaluating all AE-triggered costs, regardless of who they fall on, would reflect a more accurate assessment. However, as described in Table 2, the aims of the included studies did not involve examining health service use or costs. Therefore, both health service use and costs were addressed in a cursory manner and were likely underestimated. In the five studies that did report costs ([23][25][32][35][29]), they proved difficult to compare. Costs relating to healthcare systems, diagnostic methods and treatment protocols differ significantly depending on the origin of the study and the AEs considered. In addition, the severity of the reported FQ-related AEs may have fluctuated and resulted in diverse health service use and costs. AE-related costs, when reported, lack adequate transferability. Conversely, health service use and length of hospital stay are outcomes that can be more effectively compared and transferred, regardless of the origin of the study. Even here, temporal, geographical and payer differences may lead to disparities in these metrics for similar AEs.

Limitations of this systematic review include confining the literature search to full English language texts. However, the risk of lost key findings is minor due to the paucity of non-English texts excluded from the review. In addition, we excluded studies with pediatric patients, though inclusion could have led to added information about health service use and costs. The use of FQs in children continues to be limited or restricted. Although studies have described the majority of FQ-related AEs in pediatric patients as temporary and reversible[43], real-world safety data continue to be scarce. We acknowledge that the use of STROBE checklist for observational studies is not recommended for assessing the methodological quality of studies. There is a distinct deficiency of reliable, comprehensive and validated tools for the quality assessment of observational studies. We did not exclude any studies due to poor quality and therefore using STROBE did not introduce bias into this systematic review. Additionally, there is a lack of guidelines and definitions regarding data quality, which is not addressed in quality assessments. This could potentially cause bias. The shortage of existing research relating to health service use and costs associated with FQ-related AEs and the incomplete nature of AEs considered in those that do report these, account for the largest limitation of this systematic review. Funding, in addition to the undetection and underreporting of AEs are issues that can restrict and direct studies. Present means and resources available to allow independent AE-research are poor.

Conclusions

Because of the wide clinical use of FQs, in particular serious FQ-related AEs can have substantial economic implications, in addition to imposing potentially long-lasting health complications for patients. Better-quality reporting and additional published data on health service use and costs associated with AEs are both necessary and overdue.

References

  1. 1. Liu HH. Safety Profile of the Fluoroquinolones. Drug Saf. 2010;33: 353–369. pmid:20397737
  2. 2. Mandell L, Frcpc M, Tillotson G, Frsm M. Safety of fluoroquinolones: An update. Can J Infect Dis. 2002;13: 54–61. pmid:18159374
  3. 3. Drlica K, Zhao X. DNA Gyrase, Topoisomerase IV, and the 4-Quinolones. 1997;61: 377–392.
  4. 4. Owens RCJ, Ambrose PG. Antimicrobial safety: focus on fluoroquinolones. Clin Infect Dis. United States; 2005;41 Suppl 2: S144–57. Available: http://ovidsp.ovid.com/ovidweb.cgi?T=JS&PAGE=reference&D=med5&NEWS=N&AN=15942881
  5. 5. Golomb BA, Koslik HJ, Redd AJ. Fluoroquinolone-induced serious, persistent, multisymptom adverse effects. BMJ Case Rep. 2015;2015: bcr2015209821. pmid:26438672
  6. 6. Emmerson AM. The quinolones: decades of development and use. J Antimicrob Chemother. 2003; pmid:12702699
  7. 7. Van Boeckel TP, Gandra S, Ashok A, Caudron Q, Grenfell BT, Levin SA, et al. Global antibiotic consumption 2000 to 2010: An analysis of national pharmaceutical sales data. Lancet Infect Dis. 2014;
  8. 8. EMA—European Medicines Agency. Fluoroquinolone and quinolone antibiotics : PRAC recommends restrictions on use New restrictions follow review of disabling and potentially long-lasting side effects [Internet]. 2018. https://www.ema.europa.eu/en/medicines/human/referrals/quinolone-fluoroquinolone-containing-medicinal-products
  9. 9. U.S. Food and Drug Administration. FDA warns about increased risk of ruptures or tears in the aorta blood vessel with fluoroquinolone antibiotics in certain patients [Internet]. 2018. https://www.fda.gov/Drugs/DrugSafety/ucm628753.htm
  10. 10. U.S. Food and Drug Administration. FDA Drug Safety Communication:FDA advises restricting fluoroquinolone antibiotic use for certain uncomplicated infections; warns about disabling side effects that can occur together. 2016; https://www.fda.gov/downloads/Drugs/DrugSafety/UCM500591.pdf
  11. 11. Cho JC, Crotty MP, White BP, Worley M V. What Is Old Is New Again: Delafloxacin, a Modern Fluoroquinolone. Pharmacotherapy. 2018;38: 108–121. pmid:29059465
  12. 12. Sultana J, Cutroneo P, Trifirò G. Clinical and economic burden of adverse drug reactions. J Pharmacol Pharmacother. 2013;4: 73. pmid:24347988
  13. 13. Bouvy JC, De Bruin ML, Koopmanschap MA. Epidemiology of Adverse Drug Reactions in Europe: A Review of Recent Observational Studies. Drug Saf. Springer International Publishing; 2015;38: 437–453. pmid:25822400
  14. 14. ICH Harmonised Tripartite Guideline. Guideline for good clinical practice E6(R1). ICH Harmon Tripart Guidel. 1996;1996: i–53.
  15. 15. WHO. Terminology-A Glossary of Technical Terms on the Economics and Finance of Health Services. 1998; 1–69.
  16. 16. O’Connor D, Higgins J, Green S (Eds). Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0 [updated March 2011] [Internet]. [cited 5 Jan 2019]. https://handbook-5-1.cochrane.org/
  17. 17. Euro foreign exchange reference rates [Internet]. [cited 9 Jan 2019]. https://www.ecb.europa.eu/stats/policy_and_exchange_rates/euro_reference_exchange_rates/html/index.en.html
  18. 18. Official Statistics of Finland. Value of Money 1860–2016. Database: Consumer price index 2016 Helsinki, Finland: Statistics of Finland; 2016. [Internet]. [cited 9 Jan 2019]. http://www.stat.fi/til/khi/2016/khi_2016_2017-01-13_tau_001.html
  19. 19. STROBE Statement—checklist of items that should be included in reports of observational studies. https://strobe-statement.org/fileadmin/Strobe/uploads/checklists/STROBE_checklist_v4_combined.pdf
  20. 20. Dhalla IA, Mamdani MM, Simor AE, Kopp A, Rochon PA, Juurlink DN. Are broad-spectrum fluoroquinolones more likely to cause Clostridium difficile-associated disease? Antimicrob Agents Chemother. 2006;50: 3216–3219. pmid:16940135
  21. 21. Kaye JA, Castellsague J, Bui CL, Calingaert B, McQuay LJ, Riera-Guardia N, et al. Risk of acute liver injury associated with the use of moxifloxacin and other oral antimicrobials: a retrospective, population-based cohort study. Pharmacotherapy. United States; 2014;34: 336–349. Available: http://ovidsp.ovid.com/ovidweb.cgi?T=JS&PAGE=reference&D=medl&NEWS=N&AN=24865821
  22. 22. McFarland L V, Clarridge JE, Beneda HW, Raugi GJ. Fluoroquinolone use and risk factors for Clostridium difficile-associated disease within a Veterans Administration health care system. Clin Infect Dis. United States; 2007;45: 1141–1151. Available: http://ovidsp.ovid.com/ovidweb.cgi?T=JS&PAGE=reference&D=med5&NEWS=N&AN=17918075
  23. 23. Muto C, Pokrywka M, Shutt K, AB M, Nouri K, Posey K, et al. A large outbreak of Clostridium difficile-associated disease with an unexpected proportion of deaths and colectomies at a teaching hospital following increased fluoroquinolone use. Infect Control Hosp Epidemiol. United States: Cambridge University Press; 2005;26: 273–280. Available: http://ovidsp.ovid.com/ovidweb.cgi?T=JS&PAGE=reference&D=med5&NEWS=N&AN=15796280
  24. 24. Paterson J, Mamdani M, Manno M, Juurlink D, Paterson JM, Mamdani MM, et al. Fluoroquinolone therapy and idiosyncratic acute liver injury: a population-based study. C Can Med Assoc J. Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada: Joule Inc.; 2012;184: 1565–1570. pmid:22891208
  25. 25. Llop CJ, Tuttle E, Tillotson GS, LaPlante K, File TMJ. Antibiotic treatment patterns, costs, and resource utilization among patients with community acquired pneumonia: a US cohort study. Hosp Pract (1995). England; 2017;45: 1–8. Available: http://ovidsp.ovid.com/ovidweb.cgi?T=JS&PAGE=reference&D=medl&NEWS=N&AN=28064542
  26. 26. Chou H-W, Wang J-L, Chang C-H, Lee J-J, Shau W-Y, Lai M-S. Risk of severe dysglycemia among diabetic patients receiving levofloxacin, ciprofloxacin, or moxifloxacin in Taiwan. Clin Infect Dis. United States; 2013;57: 971–980. Available: http://ovidsp.ovid.com/ovidweb.cgi?T=JS&PAGE=reference&D=medl&NEWS=N&AN=23948133
  27. 27. Aspinall SL, Good CB, Jiang R, McCarren M, Dong D, Cunningham FE. Severe dysglycemia with the fluoroquinolones: a class effect?. Clin Infect Dis. United States; 2009;49: 402–408. Available: http://ovidsp.ovid.com/ovidweb.cgi?T=JS&PAGE=reference&D=med6&NEWS=N&AN=19545207
  28. 28. Mah ND, Ahern JW, Terhune CJ, Alston WK. Interaction of age and levofloxacin exposure on the incidence of clostridium difficile infection. Infect Dis Clin Pract. Fletcher Allen Health Care, University of Vermont College of Medicine, Burlington, VT, United States; 2011;19: 262–264.
  29. 29. Perrone V, Conti V, Venegoni M, Scotto S, Esposti LD, Sangiorgi D, et al. Seriousness, preventability, and burden impact of reported adverse drug reactions in Lombardy emergency departments: A retrospective 2-year characterization. Clin Outcomes Res. 2014;6. pmid:25506231
  30. 30. Jamunarani R, Priya M. “Analysis of adverse drug reaction related hospital admissions and common challenges encountered in ADR reporting in a tertiary care teaching hospital.” Asian J Pharm Clin Res. 2014;7.
  31. 31. Martí L, Del Olmo JA, Tosca J, Ornia E, García-Torres ML, Serra MA, et al. Clinical evaluation of drug-induced hepatitis. Rev Esp Enfermedades Dig. Hospital Clínico Universitario, Department of Medicine, Universidad de Valencia, Valencia, Spain; 2005;97: 258–265. Available: https://www.scopus.com/inward/record.uri?eid=2-s2.0-19944383848&partnerID=40&md5=b0799179365094c46752a735def7f034
  32. 32. Mjörndal T, Boman MD, Hägg S, Bäckström M, Wiholm B-E, Wahlin A, et al. Adverse drug reactions as a cause for admissions to a department of internal medicine. Pharmacoepidemiol Drug Saf. Division of Clinical Pharmacology, University Hospital of Umeå, Sweden; 2002;11: 65–72. pmid:11998554
  33. 33. Noel M V, Sushma M, Guido S. Cutaneous adverse drug reactions in hospitalized patients in a tertiary care center. Indian J Pharmacol. Department of Pharmacology, St. John’s Medical College, Bangalore—560 034, India; 2004;36: 292–295. Available: https://www.scopus.com/inward/record.uri?eid=2-s2.0-7444236515&partnerID=40&md5=4d02fc2734078573adee5f2be35b26fd
  34. 34. Olivier P, Boulbés O, Tubery M, Lauque D, Montastruc J-L, Lapeyre-Mestre M. Assessing the feasibility of using an adverse drug reaction preventability scale in clinical practice: A study in a French emergency department. Drug Saf. Department of Clinical Pharmacology, Ctr. Midi-Pyrenees Pharmacovigilance, Toulouse University Hospital, 37 Allées Jules Guesde, Toulouse, France; 2002;25: 1035–1044. Available: https://www.scopus.com/inward/record.uri?eid=2-s2.0-0036441654&partnerID=40&md5=ed14e7be4fa2497123eae1996969dddc
  35. 35. Patel K, Kedia M, Bajpai D, Mehta S, Kshirsagar N, Gogtay N. Evaluation of the prevalence and economic burden of adverse drug reactions presenting to the medical emergency department of a tertiary referral centre: a prospective study. BMC Clin Pharmacol. 2007;7: 8. pmid:17662147
  36. 36. Sánchez Muñoz-Torrero JF, Barquilla P, Velasco R, Fernández Capitan MDC, Pacheco N, Vicente L, et al. Adverse drug reactions in internal medicine units and associated risk factors. Eur J Clin Pharmacol. Servicio de Medicina Interna, Hospital San Pedro de Alcantara, Cáceres 10004, Spain; 2010;66: 1257–1264. pmid:20689943
  37. 37. Su P, Aw CWD. Severe cutaneous adverse reactions in a local hospital setting: A 5-year retrospective study. Int J Dermatol. 2014;53. pmid:25070588
  38. 38. Jayarama N, Shiju KS, Prabhakar K. Adverse drug reactions in adults leading to emergency department visits. Int J Pharm Pharm Sci. Department of Internal Medicine, Sri Devraj Urs Medical College, Kolar, Karnataka, India; 2012;4: 642–646. Available: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84866319466&partnerID=40&md5=7e0e4e62041effdfaa847f1e5fd44e1a
  39. 39. WHO Report on Surveillance of Antibiotic Consumption—2016–2018 Early implementation [Internet]. 2018. https://www.who.int/medicines/areas/rational_use/oms-amr-amc-report-2016-2018/en/
  40. 40. Almalki ZS, Yue X, Xia Y, Wigle PR, Guo JJ. Utilization, Spending, and Price Trends for Quinolones in the US Medicaid Programs: 25 Years’ Experience 1991–2015. PharmacoEconomics—open. Springer International Publishing; 2016;1: 123–131.
  41. 41. Magdelijns FJH, Stassen PM, Stehouwer CDA, Pijpers E. Direct health care costs of hospital admissions due to adverse events in the Netherlands. Eur J Public Health. 2014;24: 1028–1033. Available: http://dx.doi.org/10.1093/eurpub/cku037 pmid:24699427
  42. 42. Wiegand PN, Nathwani D, Wilcox MH, Stephens J, Shelbaya A, Haider S. Clinical and economic burden of Clostridium difficile infection in Europe: a systematic review of healthcare-facility-acquired infection. J Hosp Infect. 2012;81: 1–14. http://dx.doi.org/10.1016/j.jhin.2012.02.004 pmid:22498638
  43. 43. Adefurin A, Sammons H, Jacqz-Aigrain E, Choonara I. Ciprofloxacin safety in paediatrics: a systematic review. Arch Dis Child. BMJ Group; 2011;96: 874–880. pmid:21785119