Literature DB >> 31410036

A nationwide utilization survey of therapeutic drug monitoring for five antibiotics in South Korea.

Rihwa Choi1,2, Hye In Woo1, Hyung-Doo Park1, Soo-Youn Lee1,3.   

Abstract

PURPOSE: The current status of therapeutic drug monitoring (TDM) assay utilization by clinical laboratories in South Korea remains little known. We investigated the TDM status of five antibiotics known for nephrotoxicity (vancomycin, amikacin, gentamicin, tobramycin, and teicoplanin) for the improvement of TDM in South Korea among patients with infectious diseases using a cross-sectional nationwide survey. PATIENTS AND METHODS: We developed an online questionnaire and collected responses using a user-friendly web-based platform. The survey included questions about laboratory characteristics, implementation and operation of drug assays, implementation and operation of TDM consulting services, patient needs, and barriers to providing better TDM service including expectations and concerns about other platform-based drug assays.
RESULTS: Among a total of 235 clinical laboratories, 112 (47.7%) responded, and 62 of the responding laboratories (55.4%) possessed drug assay facilities. Only 41.2% to 58.1% of respondents were providing TDM consulting services for each antibiotic. Respondents indicated that there are unmet needs regarding drug assays and TDM consultation as well as barriers to TDM utilization including high operating costs, lack of knowledge about TDM, lack of user-friendly software, lack of medical and laboratory information systems that can access patient information critical for TDM dose calculation, and reimbursement issues.
CONCLUSION: This study, the first nationwide survey addressing these questions, showed that there are barriers against the utilization of TDM in South Korea. These barriers may be addressed by improving drug assays and TDM consulting services with the goals of new analytical method development, better interpretation of results, consultation services, and quality control.

Entities:  

Keywords:  TDM consulting; TDM service; point-of-care; questionnaire

Year:  2019        PMID: 31410036      PMCID: PMC6646174          DOI: 10.2147/IDR.S208783

Source DB:  PubMed          Journal:  Infect Drug Resist        ISSN: 1178-6973            Impact factor:   4.003


Introduction

Aminoglycosides are antibiotics that are generally active against many aerobic Gram-negative bacteria and some aerobic Gram-positive bacteria, and are principally used to treat serious infections including drug resistant tuberculosis and certain nontuberculous mycobacterial infections (in combination with other antimycobacterial agents).1 Based on the Global Antimicrobial Resistance Surveillance System Report 2016–2017 of the World Health Organization (WHO), among patients with suspected bloodstream infections, the proportion with bacteria resistant to at least one of the most commonly used antibiotics varied widely between countries, ranging from 0 to 82%.2 Vancomycin, a type of glycopeptide antibiotic, as well as systemically administered aminoglycosides (eg, amikacin, gentamicin, tobramycin) are widely used for the treatment of infectious disease and the most frequently monitored antibiotics because of their narrow therapeutic indexes and potential adverse effects.3 Therapeutic Drug Monitoring (TDM) is an evolving tool used to optimize the administration of antimicrobial agents that can significantly increase clinical efficacy and decrease toxicity in patients treated with antibiotics.4–6 Nephrotoxicity has been reported as ranging from as low as 0% in the absence of concurrent nephrotoxins to over 40% in patients treated with vancomycin.7,8 As many as 20% of patients treated with aminoglycosides experience ototoxicity and acute kidney injury due to acute tubular necrosis, a relatively common complication of aminoglycoside therapy, defined as a rise in the serum creatinine concentration of more than 0.5–1 mg/dL (44 to 88 umol/L) or a 50 percent increase in serum creatinine concentration from baseline.9–11 The use of glycopeptides has rapidly increased in the past 10 years because of the exponential spread of methicillin-resistant Staphylococcus aureus (MRSA), while teicoplanin, another glycopeptide antibiotic, has become increasingly popular.12 The role of TDM in teicoplanin use is primarily to ensure treatment efficacy.12 TDM service could effectively mediate between laboratories and clinicians to ensure appropriate adjustments in drug regimens with a system for improving the utilization of TDM being official report forms including the drug concentrations found, the desired therapeutic concentration range, and recommendations to achieve the latter.4 TDM relies on the rapid and accurate determination of drug levels in patients with dose adjustments recommended if these are not consistent with expected, or target, concentration ranges.3,4 In this context, TDM drug assays and consultations provided by professionals are important components of reliable TDM.4 TDM-based therapeutic approaches for these antibiotics are still not widely utilized in routine clinical practice.13,14 Although it is hypothesized that the high cost of some of the assays may discourage providers, there are no data to explain why TDM is not used more.14 There have been no studies of nationwide TDM practices including both drug assays and TDM consultation services. Such studies could help improve the quality of the health care system in South Korea. In this study, we surveyed TDM utilization among clinical laboratories in South Korea, including drug assays and TDM consulting services, associated with five antibiotics (vancomycin, amikacin, gentamicin, tobramycin, and teicoplanin). Our goal was to determine the current state of utilization, and to identify areas for improvement. We also aimed to investigate barriers impeding the utilization of drug assays and TDM consulting services, and to survey expectations and concerns about new drug assays and TDM consulting services, to formulate strategies for the improvement of health care provision by medical specialists and clinical laboratories.

Materials and methods

Type of study

We conducted a nationwide cross-sectional survey that used an online questionnaire to assess practices for five antibiotics (amikacin, gentamicin, tobramycin, vancomycin, and teicoplanin), including drug assays and TDM consultation services in South Korea.

Study population

We aimed to survey all South Korean clinical laboratory medical professionals in laboratory medicine (medical doctors), in both private and public hospitals, in local and tertiary hospitals and in specialized referral laboratories. In the absence of an exhaustive national list of such professionals, we contacted medical professionals on the email list of the Korean Society for Laboratory Medicine.

Study procedures

The survey took place from March 20 to March 27, 2018. Invitations to participate were emailed to 235 members of the Korean Society for Laboratory Medicine (KSLM) who were 235 medical directors or medical doctors in laboratory medicine (including clinical pathologists whose medical board certification is laboratory medicine) who work in clinical laboratories in South Korea.

Ethical approval and informed consent

The research related to human use has been complied with all the relevant national regulations, institutional policies and in accordance the tenets of the Helsinki Declaration, and has been approved by the Institutional Review Board of Samsung Medical Center (SMC 2017–12-038–002). Written informed consent was obtained from all survey participants (by signing the consent form).

Questionnaire development

We developed the questionnaire based on previous studies and guidelines regarding TDM services14–20 and collected responses using a user-friendly web-based platform. Data collection through online surveys is an efficient means to collect and analyze data. We tested the questionnaire in a volunteer group of six medical directors at six different clinical laboratories before it was made available for general responses.

Data collection

The questionnaire focused on five antibiotics, vancomycin, amikacin, gentamicin, tobramycin, and teicoplanin, and sought to identify the following information: general information about clinical laboratories, current status regarding operating drug assays and TDM consulting services for each antibiotic, and barriers to and needs for new drug assays and TDM consulting services for improvement. A condensed version of the questionnaire is provided in Table 1. The questionnaire also included questions about expectations regarding point-of-care tests or smaller scale platforms for drug assays. It consisted of multiple choice and open-ended questions.
Table 1

Aspects included in the TDM survey of clinical laboratories in South Korea

AspectsQuestion Items
Baseline characteristics of clinical laboratoriesTypes of clinical laboratories, numbers of hospital beds, and numbers of medical technologists
Implementation of drug assaysTest items, operating hours and frequency, monthly workload (number of test requests), turnaround times, internal quality control, and external quality assurance
Implementation of TDM consulting serviceTDM consulting service provider (department doing TDM consulting), monthly workload (number of requests), turnaround times, and software for dosage calculation
Needs for other platform-based drug assaysNeeds for point-of-care drug assays, needs for smaller scale platform drug assays, reasons for the needs for other platform-based drug assays, requirements, expectations and concerns regarding other platform-based drug assays, considerations or intentions to implement and/or use other platform-based drug assays

Abbreviation: TDM, therapeutic drug monitoring.

Aspects included in the TDM survey of clinical laboratories in South Korea Abbreviation: TDM, therapeutic drug monitoring.

Statistical analyses

Data were analyzed using Microsoft Excel 2013. Descriptive statistics with frequencies were used when appropriate. Percentages were calculated based on the number of respondents who answered each question.

Results

Current status of drug assays for TDM services

Among a total of 235 clinical laboratories, 112 (47.7%) responded to any questionnaires. Among the 112 responding laboratories, 62 (55.4%) provide TDM service based on their own instrument results for quantification analyses of any one of the five antibiotics, and 50 provide TDM service based on results from referral laboratories. The characteristics of the 112 responding laboratories are summarized in Table 2. Most respondents that did not perform drug assays were clinical laboratories in secondary hospitals (44/50, 88.0%). All of the clinical laboratories without drug assays had <1,000 hospital beds, and 98.0% (49/50) of these clinical laboratories had ≤50 medical technologists.
Table 2

Characteristics of 112 clinical laboratories in South Korea

Laboratory characteristicsLaboratories with in-house drug assays (n=62)Laboratories without in-house drug assays (n=50)
n%n%
Type of clinical laboratories
Secondary hospitals2540.34488.0
Tertiary hospitals3251.648.0
Referral laboratory58.124.0
N of hospital beds
<30011.62341.1
300–49923.21323.2
500–9993658.11832.1
1,000–1,4991219.400.0
1,500–1,99934.800.0
>2,00034.800.0
None (referral laboratory)58.123.6
N of medical technologists
1–2046.53570.0
21–504064.51428.0
51–1001117.712.0
100–15023.200.0
>15058.100.0

Abbreviation: TDM, therapeutic drug monitoring.

Characteristics of 112 clinical laboratories in South Korea Abbreviation: TDM, therapeutic drug monitoring. The current status of drug assays performed in 62 clinical laboratories that had in-house drug assay facilities was investigated through questionnaires and the results are summarized in Figure 1 and Table 3. Among the 62 clinical laboratories with in-house drug assays, less than 10 were providing antibiotic analysis for amikacin, gentamicin, tobramycin, and teicoplanin. Therefore, only 8.9% of all clinical laboratories in South Korea perform drug assays for those antibiotics. Most laboratories with in-house drug assays were performing assays ≥5 times a week. In most laboratories, commercialized quality control (QC) materials used at least two concentrations for drug assays to assess internal QC, except for teicoplanin. For external quality assurance (EQA), 20.0–28.6% of respondents were not participating in proficiency testing according to the survey data provided by Korean Association of External Quality Assessment Service (K-EQAS) for antibiotics other than vancomycin (K-EQAS does not perform proficiency testing surveys for teicoplanin).
Figure 1

Utilization of drug assays by 112 clinical laboratories in South Korea (number of respondents). (A) Whether laboratories provide drug assay services and have in-house drug assay facilities for five antibiotics, (B) reasons for not having in-house drug assay facilities, (C) laboratories considering whether or not to provide therapeutic drug monitoring (TDM) consulting service in the future, and (D) reasons why therapeutic drug monitoring consulting services are not provided and/or will not be provided.

Table 3

Current status of drug assays by 62 clinical laboratories with in-house drug assay facilities (numbers of responding laboratories)

VancomycinAmikacinGentamicinTobramycinTeicoplanin
Drug analysis operational hours
Working hours on workdays437754
24 hrs on workdays3
24/715211
Other (working hours on workdays and weekends)1
Frequency of drug analysis for a week
<1 day1111
1 day1
2 days21
3 days2
4 days0
5 days (workdays)355541
7 days (workdays and weekends)22321
Other (workdays upon request only)1
Frequency of IQC testing for drug assays
Every day, ≥1 time556532
Other (< once per day)51111
QC material for IQC
Commercialized QC materials62653
Others (in-house made)1113
Numbers of QC materials used for daily IQC
<11111
12
2342111
≥3254421
Participation in PT provided by K-EQAS
Yes61654
No12214
Participation in PT provided by CAP
Yes15543
No474435

Abbreviations: CAP, College of American Pathologists; K-EQAS, Korean Association of External Quality Assessment Service; PT, proficiency test; IQC, internal quality control; TDM, therapeutic drug monitoring.

Current status of drug assays by 62 clinical laboratories with in-house drug assay facilities (numbers of responding laboratories) Abbreviations: CAP, College of American Pathologists; K-EQAS, Korean Association of External Quality Assessment Service; PT, proficiency test; IQC, internal quality control; TDM, therapeutic drug monitoring. Utilization of drug assays by 112 clinical laboratories in South Korea (number of respondents). (A) Whether laboratories provide drug assay services and have in-house drug assay facilities for five antibiotics, (B) reasons for not having in-house drug assay facilities, (C) laboratories considering whether or not to provide therapeutic drug monitoring (TDM) consulting service in the future, and (D) reasons why therapeutic drug monitoring consulting services are not provided and/or will not be provided. Among clinical laboratories providing drug assay results to physicians, the vast majority (92.5–95.8%) use referral laboratories for all antibiotics except for vancomycin. The current status of drug assay result reporting and TDM consulting services for the clinical laboratories we surveyed are summarized in Table 4. The average number of drug assay requests by physicians per month for most laboratories was <50 except for vancomycin, and the number of requests for TDM consulting services was ≤10 per month for most laboratories except for vancomycin. Turnaround times for drug assays were ≥24 hrs in most laboratories except for vancomycin. However, among laboratories providing TDM consulting services, turnaround time was 4–24 hrs in most laboratories. Multiple departments in these hospitals/laboratories were providing TDM consulting services using different computer software for antibiotic dose calculation. Clinical laboratories providing drug assay results to physicians indicated that they provide various ranges of target concentrations for TDM of each antibiotic and that they were not providing target concentrations with drug assay results (Figure 2). Several reasons were given by clinical laboratories for using referral laboratories or not providing drug assay results, and the most common was low number of physician requests followed by high operating costs.
Table 4

Characteristics of drug assay results reporting and TDM consulting services by 62 clinical laboratories (both with and without in-house drug assay facilities, numbers of responding laboratories)

VancomycinAmikacinGentamicinTobramycinTeicoplanin
Average numbers of drug assay requests by physician per month
<50741453919
≥50 and <10014211
≤100 and <300282
≤300 and <5008
≥5005
Turnaround time for drug analysis
<2 hrs152111
≥2 hrs and <4 hrs12443
≥4 hrs and <24 hrs323322
≥24 hrs336383317
Institutions providing TDM consulting service to physicians
Yes3610107
No26981016
TDM consulting service providers
Department of laboratory medicine20776
Department of clinical pharmacology7332
Department of Pharmacy21553
Average numbers of TDM consulting service requests by physicians per month
<50168107
≥50 and <10042
≥100 and <30010
≥300 and <5002
≥5001
Turnaround time for TDM consulting service
<4 hrs1
4–24 hrs23874
≥24 hrs8
Computer software used for TDM consulting service
Simkin CAPCIL511
Abbott PKS22876
Mediware MwPharm3231
PKS & Mwpharm (both two programs)2
Not available1

Abbreviation: TDM, therapeutic drug monitoring.

Figure 2

Target concentrations for therapeutic drug monitoring of five antibiotics provided by clinical laboratories to physicians: (A) vancomycin, (B) amikacin, (C) gentamicin, (D) tobramycin, and (E) teicoplanin. The Y-axis represents target concentration (ug/mL). The X-axis represents number of respondents (laboratories). No clinical laboratories provided target peak concentrations for teicoplanin.

Characteristics of drug assay results reporting and TDM consulting services by 62 clinical laboratories (both with and without in-house drug assay facilities, numbers of responding laboratories) Abbreviation: TDM, therapeutic drug monitoring. Target concentrations for therapeutic drug monitoring of five antibiotics provided by clinical laboratories to physicians: (A) vancomycin, (B) amikacin, (C) gentamicin, (D) tobramycin, and (E) teicoplanin. The Y-axis represents target concentration (ug/mL). The X-axis represents number of respondents (laboratories). No clinical laboratories provided target peak concentrations for teicoplanin.

Current status and barriers to TDM consultation service provision

Meanwhile, for TDM consultation services, 51.9% (27/52) of laboratories without in-house drug assays responded that they would not provide TDM consultation services even if they performed and or could perform in-house drug assays. The most common reason for not providing/would not provide TDM consulting services to physicians was a lack of medical professionals available for TDM consultation, followed by difficulties obtaining clinical information necessary for TDM consultation, such as time the blood sample was taken, time dosage was received, dose, duration, dosage form, patient demographics, co-medications, and indication for monitoring 4. Other responses to open ended questions exploring reasons for providing drug assays and TDM consultation services were lack of middle wares interfacing between medical and laboratory information systems and dosage calculation software, lack of standardized guidelines for TDM, and the current Korean reimbursement system, which uses Refined Diagnosis-Related Groups and may decrease TDM utilization.

Expectations for other platform-based drug assays such as point-of-care or smaller scale devices

Among 112 respondents, 47 (42.0%) clinical laboratories responded that there were needs for other platform-based drug assays, such as point-of-care (POC) assays, and 66 (58.9%) clinical laboratories responded that smaller-scale platform devices are needed (Figure 3). Among those respondents, laboratories with in-house drug assays also indicated that they could consider implementing the smaller-scale platform devices in their laboratories, and laboratories without in-house drug assays responded that they would consider replacing their current referral processes and stop utilizing other laboratories for drug assays. A number of respondents considered operating smaller-scale devices to be similar to operating the main instruments for drug assays that they were currently using. The most common reason given for desiring smaller-scale devices to perform other platform-based drug assays was cost-effectiveness, while for POC devices, the most common need indicated for other platforms was short turn-around time.
Figure 3

Expectations for other platform-based drug assays, such as point-of-care or smaller scale devices (number of respondents). (A) Needs for other platform-based drug assays, (B) consideration of future installation of other platform-based drug assays, and (C) reasons for needs expressed regarding other platform-based drug assays.

Expectations for other platform-based drug assays, such as point-of-care or smaller scale devices (number of respondents). (A) Needs for other platform-based drug assays, (B) consideration of future installation of other platform-based drug assays, and (C) reasons for needs expressed regarding other platform-based drug assays. Our questionnaire included queries about expectations and concerns regarding requirements for new and other platform-based drug assays (Figure 4). Laboratories with in-house drug assays answered that agreement between test results and results obtained using comparative instruments was the most important requirement. Regarding concerns about other platform-based devices, more than half of respondent laboratories expressed concern about the reliability of POC test results, but not smaller-scale devices (Figure 5). More than half of respondent laboratories answered that they expect to improve health care services by decreasing turnaround time, thereby increasing physician requests, and leading to additional clinical needs for TDM for other drugs.
Figure 4

Expectations of the requirements for using other platform-based drug assays, such as (A) point-of-care and (B) smaller scale devices.

Figure 5

Concerns of the impacts of other platform-based drug assays. (A) Responses from laboratories with in-house drug assays (concerns of the impacts of point-of-care tests), (B) responses from laboratories with in-house drug assays (concerns of the impacts of smaller scale devices), (C) responses from laboratories without in-house drug assays (concerns of the impacts of point-of-care tests), and (D) responses from laboratories without in-house drug assays (concerns of the impacts of smaller scale devices).

Expectations of the requirements for using other platform-based drug assays, such as (A) point-of-care and (B) smaller scale devices. Concerns of the impacts of other platform-based drug assays. (A) Responses from laboratories with in-house drug assays (concerns of the impacts of point-of-care tests), (B) responses from laboratories with in-house drug assays (concerns of the impacts of smaller scale devices), (C) responses from laboratories without in-house drug assays (concerns of the impacts of point-of-care tests), and (D) responses from laboratories without in-house drug assays (concerns of the impacts of smaller scale devices).

Discussion

The results of this study provide information about the current status of TDM services, including drug assays and TDM consultation, in South Korea. We found that clinical laboratories in South Korea utilize drug assays for the five antibiotics studied, but only vancomycin TDM is widely used. Meanwhile, fewer laboratories are providing TDM consultations than drug assay results. Laboratory directors in South Korea described their needs regarding drug assays and TDM consultation, as well as barriers to TDM utilization including operating costs, lack of human resources (medical professionals for TDM consultation), lack of user-friendly computer software and medical and laboratory information systems accessing patient information for TDM dose calculation, and reimbursement issues in South Korea. There are unmet needs for the improvement of drug assays including needs for new analytical methods, interpretation of results, consultation services, and QC. Furthermore, clinical laboratories provide various ranges of target concentrations for TDM for each antibiotic in this study. Even so, some laboratories do not provide information about target concentrations with drug assay results. One reason for the diversity of practice indicated in our survey results might differences in knowledge about TDM guidelines for different indications and dosages.3 If physicians are unable to interpret drug assay results in the context of corresponding target values, TDM consultation services may provide good guidance for physicians to improve patient care.4 Future studies and standardized guidelines for TDM for antibiotics pair with effective communication with physicians are needed to facilitate more appropriate utilization of TDM and improve patient health care.4 Clinical laboratories providing TDM consultation services use a variety of software packages. Several packages are available for dose calculations, some of which are expensive ($1,520 for a single seat license annually) and suited only for experienced users or medical professionals.21 However, recent studies have reported that pharmacokinetics and pharmacodynamics vary among ethnicities.22 Future studies to obtain pharmacokinetic and pharmacodynamic information from Koreans based on big data through increased utilization of TDM are needed to improve health care in Korea. Recently, the WHO published an essential diagnostics list for laboratory testing in resource-limited settings and the list includes toxicology tests for therapeutic drug monitoring of amikacin, gentamicin, and vancomycin.23 In the present study, among 112 respondents, 27.7–36.6% of laboratories do not provide TDM for aminoglycoside and 66.7% of laboratories do not provide TDM for teicoplanin. Furthermore, the teicoplanin drug assay is not standardized globally. A proficiency testing program for external quality assurance for the teicoplanin assay is not provided by the College of American Pathologists (CAP). In case of proficiency testing provided by LGC Standards, less than 1% of laboratories among 5,400 laboratories worldwide participate in the teicoplanin survey. This means that in most parts of the word a 24/7 TDM service for this antibiotic is not readily available. Additional efforts to increase utilization of TDM for these antibiotics are needed to achieve high-quality laboratory diagnostic results for clinical laboratories in South Korea. Considering the fact that TDM for antibiotics is an indispensable part of appropriate treatment and management of various infectious diseases, national guidelines for TDM practices to provide appropriate care for patients are needed in South Korea. Laboratory directors of clinical laboratories in South Korea indicated that there are needs for other platform-based drug assays, with the most common reason being turnaround time for POC test devices and high operating costs for smaller-scale platform devices. This finding suggests that these are the most critical factors to help increase use of such instrument types for drug assays. Developers should focus on these factors to approach and develop new assay platforms to increase test utilization. In this study, more than half of respondent laboratories expressed concern about the reliability of POC test results, but not smaller-scale devices. To maximize the success probability of POC tests, a substantial amount of attention should be devoted to clinical validation and implementation strategies beyond the initial technology proof of concept.24 The strength of this study is the inclusion of nationwide data from clinical laboratories across various practice settings in South Korea. It is of note that 91.2% (62/68) of clinical laboratories with in-house drug assay facilities participated in our survey. The overall response rate of clinical laboratories without in-house drug assay facilities was low (29.9%, 50/167 laboratories), which is an unfortunate limitation inherent to all survey-based studies. Another limitation is the potential selection bias toward laboratory directors with an interest in drug assays and TDM consultation. Furthermore, we sent the survey to members of the KSLM, and as a result, responses were limited to clinical pathologists who practice in South Korea. Therefore, the results of our study may not be generalizable to physicians outside South Korea, where insurance policies and drug assay and TDM consulting service availability and costs differ.14 However, this study still has valuable information about TDM practice in a country with different resource settings. To the best of our knowledge, this is the first study to provide detailed and comprehensive information about TDM practice and utilization of TDM services including both TDM drug assays and TDM consultation as well as the professional perspectives of point-of-care testing in TDM practice.

Conclusion

In this study we showed that clinical laboratories in South Korea are already utilizing drug assays, but relatively few provide TDM consultation. Although laboratory directors recognize the need for drug assays and TDM consultation, major barriers such as high operating costs, time lag from test to results, and lack of overall knowledge about TDM, persist. Removing these barriers could increase the use of TDM, both among clinical laboratories already using TDM and clinical laboratories that do not use TDM.
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Authors:  Ross L Norris; Jennifer H Martin; Erin Thompson; John E Ray; Robert O Fullinfaw; David Joyce; Michael Barras; Graham R Jones; Raymond G Morris
Journal:  Ther Drug Monit       Date:  2010-10       Impact factor: 3.681

2.  A survey of therapeutic drug monitoring services in Malaysia.

Authors:  Ab Fatah Ab Rahman; Hisham Elhag Ahmed Abdelrahim; Mohamed Izham Mohamed Ibrahim
Journal:  Saudi Pharm J       Date:  2012-01-14       Impact factor: 4.330

3.  Therapeutic drug monitoring of psychotropic drugs in China: a nationwide survey.

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Journal:  Ther Drug Monit       Date:  2013-12       Impact factor: 3.681

Review 4.  Benchmarking therapeutic drug monitoring software: a review of available computer tools.

Authors:  Aline Fuchs; Chantal Csajka; Yann Thoma; Thierry Buclin; Nicolas Widmer
Journal:  Clin Pharmacokinet       Date:  2013-01       Impact factor: 6.447

5.  Monitoring aminoglycoside level.

Authors:  Suryabrata Banerjee; Manjusha Narayanan; Kate Gould
Journal:  BMJ       Date:  2012-09-27

6.  Designer aminoglycosides prevent cochlear hair cell loss and hearing loss.

Authors:  Markus E Huth; Kyu-Hee Han; Kayvon Sotoudeh; Yi-Ju Hsieh; Thomas Effertz; Andrew A Vu; Sarah Verhoeven; Michael H Hsieh; Robert Greenhouse; Alan G Cheng; Anthony J Ricci
Journal:  J Clin Invest       Date:  2015-01-02       Impact factor: 14.808

Review 7.  Optimizing aminoglycoside use.

Authors:  William A Craig
Journal:  Crit Care Clin       Date:  2011-01       Impact factor: 3.598

8.  The ADMIN-ICU survey: a survey on antimicrobial dosing and monitoring in ICUs.

Authors:  Alexis Tabah; Jan De Waele; Jeffrey Lipman; Jean Ralph Zahar; Menino Osbert Cotta; Greg Barton; Jean-Francois Timsit; Jason A Roberts
Journal:  J Antimicrob Chemother       Date:  2015-07-13       Impact factor: 5.790

Review 9.  A 30-years review on pharmacokinetics of antibiotics: is the right time for pharmacogenetics?

Authors:  Lorena Baietto; Silvia Corcione; Giovanni Pacini; Giovanni Di Perri; Antonio D'Avolio; Francesco Giuseppe De Rosa
Journal:  Curr Drug Metab       Date:  2014       Impact factor: 3.731

Review 10.  Benefits of therapeutic drug monitoring of vancomycin: a systematic review and meta-analysis.

Authors:  Zhi-Kang Ye; Hui-Lin Tang; Suo-Di Zhai
Journal:  PLoS One       Date:  2013-10-18       Impact factor: 3.240

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1.  Individualized Vancomycin Dosing with Therapeutic Drug Monitoring and Pharmacokinetic Consultation Service: A Large-Scale Retrospective Observational Study.

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Journal:  Drug Des Devel Ther       Date:  2021-03-04       Impact factor: 4.162

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