Systematic review of drug utilization studies & the use of the drug classification system in the WHO-SEARO Region

Systematic review of survey/questionnaire-based drug utilization studies in Turkiye

OBJECTIVE

Drug utilization studies (DUS), providing insights into various aspects of pharmacoepidemiology from prescribing to medication use, can be conducted through real-world data from health records and survey-based data. In this study, we aimed to describe survey/questionnaire-based DUS conducted in Turkiye.

METHODS

We searched online databases for the most frequently used keywords in DUS from January 1993 till May 2023 and identified 180 survey-based DUS conducted in Turkiye. We described DUS by their populations, sociodemographic characteristics, timeframe, setting and provinces, data collection method, medication categories, and article-specific variables were evaluated.

RESULTS

We identified that 68.3% of the DUS were in English and 91.7% were indexed in Web of Science (median 1 [interquartile range: 1-2] citation). We found that 21.7% of the articles (n=39) had pharmacology affiliation. Adults are the target population in 37.8% of the studies and age and gender were not reported in 27.2% and 16.7%, respectively. The response rate was not stated in 55.0%. We determined that 48.3% of the studies were focused on a single medication/medication group. The mean time from data collection to publication was 2.5±1.9 years, and the highest number of articles (10.6%) were published in 2021.

CONCLUSION

Our systematic review shows that the majority of DUS were listed in well-known international indices, suggesting that our local studies invoke global interest and hold a valuable position in health research. Nevertheless, lack of reporting of methodological characteristics in substantial part of the studies can be considered an important room for improvement of DUS.

Racial Disparities in Medication Use During Pregnancy: Results from the NISAMI Cohort

Purpose

This study aimed to evaluate racial disparities in medication use and associated factors among pregnant women receiving prenatal care at Brazilian Unified Health System primary care health units in the northeast region.

Patients and Methods

A total of 1058 pregnant women in the NISAMI Cohort were interviewed between June 2012 and February 2014. Medicines used during pregnancy were classified according to the Anatomical Therapeutic Chemical (ATC) classification system and ANVISA pregnancy risk categories. Prevalence ratios (crude and adjusted) and 95% confidence intervals (CIs) were estimated using Poisson regression with robust error variance. All analyses were stratified by race (Asian, black, brown/mixed, Brazilian indigenous, and white).

Results

Approximately 84% of the pregnant women used at least one medication, with a lower proportion among white women. The most reported medications were antianemic preparations (71.08%; 95% CI 68.27-73.72%), analgesics (21.74%; 95% CI 19.36-24.32%), and drugs for functional gastrointestinal disorders (18.81%; 95% CI 16.57-21.28%). Approximately 29% of women took potentially risky medications during pregnancy, with a higher prevalence among Asian and white women. Factors associated with medication use during pregnancy include a greater number of prenatal consultations, higher education levels, health problems, and smoking. In addition, maternal age above 25 years, smoking status, and two or more previous pregnancies were associated with potentially risky medication use during pregnancy.

Conclusion

A high prevalence of medication use during pregnancy was found; however, this prevalence was lower among white women. Nonetheless, black and brown women used antianemic preparations less frequently. This finding suggests that race is a factor of inequity in prenatal care, demanding public policies to mitigate it.

Drug utilization studies in Turkiye: A systematic review

OBJECTIVE

Drug utilization studies (DUS) provide a framework for drug utilization at the national or targeted population level and important information on unmet medical needs, particularly in assessing the rationality of drug use. We aimed to systematically review DUS conducted in Turkiye.

METHODS

We examined 162 DUS with an accessible full-text, published as "research articles" and conducted in Turkiye between 2000 and 2021 using medical records and prescription data. We included English or Turkish papers with English abstracts. We examined the scientific characteristics of the publications, source of the data, place/time of collection, research designs, and studied drug groups.

RESULTS

We found that 79.6% of articles were in English, 45.1% were listed in SCI/SCIE, and 63.0% were on the WOS platform with 3.5 (interquartile range: 1-15) citations. The mean study period and publication time were 2.9±3.1 and 2.9±2.1 years, respectively. The highest number of studies (17.9%) were published in 2021 and (26.5%) were conducted nationwide. We identified that 93.8% of the studies had retrospective design, 67.8% were conducted in secondary/tertiary health-care institutions, and 54.9% used direct hospital data. We detected that 68.5% of the studies were conducted on the general population, 19.1% on adults, 12.4% on children, and 44.4% were antibiotic oriented.

CONCLUSION

Our study showed that a significant portion of the DUS, the trend of which has gained momentum in recent years, was antibiotic focused and conducted with a retrospective design from hospital-based data collected on the general patient population. This situation points to the necessity of expanding the existing DUS range by effectively using the new advantages provided by medical record databases and conducting more DUS that can provide critical clues for specific patients and drug groups.

Estimating Type 2 Diabetes Prevalence: A Model of Drug Consumption Data

Observational, cross-sectional prevalence studies are costly and time-consuming. The development of indirect methods estimating prevalence used to obtain faster, less-expensive, and more robust results would be an advantage for several healthcare applications. This study aimed to use the drug dispensing data from community pharmacies to estimate the prevalence of Type 2 Diabetes mellitus (T2DM) in the Portuguese population. A cross-sectional study was conducted using a database of dispensed medicines with an indication for Diabetes mellitus in 2018 and 2021, stratified by geographic region. The methodology was based on a sequential method of acquiring prevalence estimates obtained through exposure to medicines using the daily doses defined per thousand inhabitants per day and adjusted to the rate of adherence to therapy, prescription patterns, and concomitance of antidiabetic drugs. The estimated overall T2DM prevalence in 2018 was 13.9%, and it was 14.2% for 2021. The results show the increased consumption of antidiabetic drugs, with fixed-dose combination antidiabetics and new antidiabetics being particularly important in 2021. This work allowed for the development of a model to obtain the estimated prevalence of T2DM based on drug consumption, using a simple, fast, and robust method that is in line with the available evidence. However, with the recent expanding indications for new antidiabetics, the inclusion of further data in the model needs to be studied.

A model for analysis of antibiotic usage in low-income settings

OBJECTIVES

Quantification of antibiotic usage is an important component of antimicrobial stewardship programmes. We aimed to estimate institutional antibiotic usage and costs using methodology and metrics applicable to low-income settings without electronic health records.

METHODS

The DDD per 100 patient-days (DDDs/100 PDs) of antibiotics used in a calendar year was calculated retrospectively from ward registers and inpatient drug records in general surgical wards of a tertiary hospital. The antibiotics were categorized using the Access, Watch, Reserve classification. The annual expenditure on antibiotics was estimated from price lists of the state medication procurer.

RESULTS

Annual usage of IV co-amoxiclav, cefuroxime and metronidazole was significantly higher than other antibiotics and certain wards showed outlier use of the same. The IV formulations of co-amoxiclav (5-fold), metronidazole (3-fold) and ciprofloxacin (2-fold) were used in excess of the oral formulation. Proportionate antibiotic usage based on the AWaRe category did not vary significantly between wards. Two wards were outliers for annual expenditure/100 PDs. IV clindamycin and meropenem combined accounted for 43.8% of expenditure on antibiotics.

CONCLUSIONS

This study demonstrated intra-institutional variations of annual antibiotic usage and related costs. The metric DDD/100 PDs and the methodology used here are suitable for intra- and inter-institutional analyses of antibiotic usage, particularly in low-income settings.

Drug Utilization Study of Gastroprotective Agents in Medicine and Surgery Wards of a Tertiary Care Teaching Hospital

Introduction Drug utilization research (DUR) is "the marketing, distribution, prescription, and use of drugs in a society, with special emphasis on the resulting medical, social, and economic consequences" as per the definition of the World Health Organization (WHO). The ultimate goal of DUR is to evaluate whether the drug treatment is rational or not. Various gastroprotective agents are available today, such as proton pump inhibitors, antacids, and histamine 2A receptor antagonists (H2RAs). Proton pump inhibitors block the gastric H+/K+-adenosine triphosphatase (ATPase) via covalent binding to cysteine residues of the proton pump to inhibit gastric acid secretion. Antacids are compounds containing different combinations, such as calcium carbonate, sodium bicarbonate, aluminum, and magnesium hydroxide. Histamine 2A receptor antagonists (H2RAs) decrease gastric acid secretion by reversibly binding to histamine H2 receptors located on gastric parietal cells, thereby inhibiting the binding and action of the endogenous ligand histamine. A recent literature review has shown that inappropriate use of gastroprotective agents has increased the risk for adverse drug reactions (ADRs) and drug interactions. Methods A total of 200 inpatient prescriptions were analyzed. The extent of prescribing, dosing information given, and cost incurred on the use of gastroprotective agents in both surgery and medicine inpatient departments was assessed. Prescriptions were also analyzed using WHO core indicators and for drug-drug interactions. Results Proton pump inhibitors were prescribed to 112 male patients and 88 female patients. The most common diagnosis was diseases of the digestive system with 54 (27.5%) cases, followed by diseases of the respiratory tract with 48 (24%) cases. Out of 200 patients, 51 comorbidities were reported from 40 patients. Among all prescriptions, injection of pantoprazole was the most common route of administration (181 (90.5%)), followed by tablets of pantoprazole (19 (9.5%)). The most common dose prescribed of pantoprazole was 40 mg in 191 (95.5%) patients in both departments. The frequency of therapy was also most commonly prescribed twice daily (BD) in 146 (73%) patients. Potential drug interaction was most commonly found with aspirin in 32 (16%) patients. The total cost incurred on proton pump inhibitor therapy of the medicine and surgery departments was 20,637.4 Indian Rupees (INR). Of this, the cost for patients admitted in the medicine ward was 11,656.12 INR and in the surgery department was 8,981.28 INR. Conclusion Gastroprotective agents are a group of drugs that are used to protect the stomach and the gastrointestinal tract (GIT) from acid-related injury. Our study found that proton pump inhibitors were the most commonly prescribed gastroprotective agents among inpatient prescriptions, with pantoprazole being the most frequently used. The most common diagnosis among patients was diseases of the digestive system, and most of the prescriptions were for injection administration at a dose of 40 mg twice daily. These findings suggest that there may be opportunities for improvement in the rational use of gastroprotective agents to reduce the risk of adverse drug reactions and interactions and lower healthcare costs. Overall, the study highlights the need for healthcare providers to be aware of the appropriate use of gastroprotective agents to minimize irrational prescriptions and reduce polypharmacy.

Analysis of the prescription pattern of psychotropics in an outpatient department of a general hospital psychiatry unit

BACKGROUND

World Health Organization has prescribed drug use indicators for evaluating rational prescribing. Very few studies have been conducted on rational prescriptions for psychotropic drugs; hence, this study was undertaken at a tertiary care center of North India.

METHODS

After obtaining approval of the Institutional Ethics Committee, all prescriptions deposited with the dispensary of the psychiatry department of the hospital between 01 October 2017 and 31 December 2017 were included in the study. The prescriptions were analyzed for drug use indicators, namely the average number of drugs per encounter, percentage of prescriptions with generic name, percentage of prescriptions from the essential drug list, percentage of prescriptions with antibiotics, and percentage of prescriptions with an injection. In addition, the prescriptions were analyzed for patterns of psychotropics prescribed.

RESULTS

A total of 3770 prescriptions were analyzed. On an average, 2.35 medicines were prescribed per prescription. Injectable comprised 2.39% of prescriptions and fixed drug combinations were 0.16% of the total. Of all prescriptions, 91.3% were by generic name, while 55.02% of prescriptions were from the essential drug list. Polypharmacy constituted 4.53% of prescriptions. Risperidone, escitalopram, sodium valproate, and clonazepam were the most commonly prescribed drugs.

CONCLUSION

While we fared well with respect to the percentage of prescriptions with injections and those with an antibiotic, we have not been able to achieve the prescribed standards in prescription with generic names, number of drugs per prescription, and prescriptions from the essential drug list. The study emphasizes that there is scope for improvement.

Application of the anatomical chemical system/defined daily doses: Challenges and way forward for resource-limited countries

WHAT IS KNOWN AND OBJECTIVE

The Anatomical Therapeutic Chemical Classification/Defined Daily Doses (ATC/DDD) methodology is a WHO gold standard for ensuring systematic Drug Utilization Research (DUR) and has been mainly used in the developed world. This article examines the challenges and way forward for using this methodology in resource-limited countries.

CONTENT

The ATC/DDD is superior over other methods employed in DUR as it offers a unified medicines regulation and management system at all care levels. The ATC/DDD allows access to standardized and validated information on DUR by: assessing patterns of utilization, defining optimal use levels, identification of gaps, aggregating and analysing statistics for reporting adverse drug reactions, as well as assisting in developing rational medicines use interventions and monitoring their outcomes.

WHAT IS NEW AND CONCLUSION

Application of the ATC/DDD methodology is crucial for improved patient management, optimal consumption of national pharmaceutical budgets and policy formulation in resource-limited countries.

Naturalistic Evaluation of Prescription Pattern in Glaucoma Clinic of a Tertiary Care Hospital: A Developing Country's Perspective

Background:

Glaucoma is a chronic, gradual and progressive eye disorder characterized by visual loss and involving the typical changes in optic nerves and associated structures. Currently, the mainstay treatment lies in the reduction of intraocular pressure (IOP) involving the usage of two or three medications concurrently. However, prescription pattern of antiglaucoma drugs remains largely unstudied so far. Therefore, there is a dire need of drug utilization studies to ensure rational prescribing for better treatment outcomes.

Aim:

This study was conducted to assess the prescription pattern in glaucoma patients to encourage rational use of drugs.

Materials and Methods:

The pertinent data of confirmed glaucoma patients were entered in a predesigned case record form (CRF) including patient demographic details, type of glaucoma, number of drug prescribed, drug dosage and dosage formulation with prior patient consent, and finally, the data were analyzed using Microsoft Excel.

Results:

A total of 247 glaucoma patients were recorded in the study. The mean SD number of drugs per prescription was 2.18 (1.68). Monotherapy was prescribed to 72 (29.15%) patients, and the most common monotherapy prescribed was timolol, whereas in fixed-dose combinations (FDCs), brimonidine and timolol FDCs were most commonly encountered. Furthermore, prescriptions consisting of generic drugs only and prescribed as per the National List of Essential Medicines (NLEM) were 48 (19.43%) and 41 (16.59%), respectively.

Conclusion:

This study showed the judicious use of medications in tune with principles of rational drug use in our center, and the rationale practices can be extended to the peripheral centers of the country for better drug utilization.

Measuring Medicine Use: Applying ATC/DDD Methodology to Real-World Data

Medicines are essential for the treatment of acute, communicable, and non-communicable diseases. The World Health Organization developed a toolkit for drug (medicine) utilization studies to assist in reviewing and evaluating the prescribing, dispensing, and use of medicines. There is a growing need for rigorous studies of medicine use in low- and middle-income countries (LMIC) using standard approaches, especially in the context of universal health coverage. This commentary provides a succinct summary of how to use the WHO anatomical therapeutic chemical (ATC)/defined daily dose (DDD) methodology in pharmacoepidemiological studies, with a focus on LMIC contexts. We drew on information from WHO resources and published literature, citing examples and case studies. We encourage readers to publish their drug utilization studies, although we caution about predatory journals. We recommend the use of the RECORD-PE initiative which focuses on methods for doing pharmacoepidemiological research and evaluating the quality of published papers.

Drug utilization, rationality, and cost analysis of antimicrobial medicines in a tertiary care teaching hospital of Northern India: A prospective, observational study

BACKGROUND:

The burden of bacterial infections is huge and grossly under-represented in the current health-care system. Inappropriate use of antimicrobial medicines (AMMs) poses a potential hazard to patients by causing antibiotic resistance. This study was conducted to assess the: (i) AMM consumption and use patterns in patients attending the outpatients and inpatients of Medicine and Surgery departments of the hospital. (ii) Appropriateness of the AMM in the treatment prescribed, and (iii) cost incurred on their use in admitted patients.

MATERIALS AND METHODS:

An observational, prospective study was conducted among inpatients and outpatients of the Medicine and Surgery departments of a tertiary care hospital of northern India. Analysis of 2128 prescriptions and 200 inpatient records was performed using a predesigned format. The use of AMMs was reviewed using anatomical therapeutic chemical classification and defined daily doses (DDDs). To evaluate the expenditure incurred on AMMs, ABC analysis was performed.

RESULTS:

AMMs were prescribed to 37.9% outpatients and 73% of admitted patients. The percentage encounters with AMMs was 40.6% (medicine) and 25.6% (surgery) outpatients. The total DDDs/100 patient days of AMMs in medicine and surgery were 3369 and 2247. Bacteriological evidence of infection and AMM sensitivity was present in only 8.5% of cases. Over 90% of AMMs were prescribed from the hospital essential medicines list. Most of the AMMs were administered parenterally (64.9%). Multiple AMMs were prescribed more to inpatients (84.2% vs. 4.2% outpatients). Overall, expenditure on AMM was 33% of the total cost of treatment on medicine. ABC analysis showed that 74% of the expenditure was due to newer, expensive AMM, which constituted only 9% of the AMM used. The AMM therapy was found to be appropriate in 88% of cases as per Kunin's criteria for rationality.

CONCLUSION:

AMMs are being commonly prescribed without confirmation of AMM sensitivity in the hospital. A large proportion of expenditure is being incurred on expensive AMM used in a few number of patients. There is a need for developing a policy for rational use of AMM in the health facility.

Evaluation of Medication Use Pattern Among Patients Presenting to the Emergency Department of Hiwot Fana Specialized University Hospital, Using WHO Prescribing Indicators

Background

Ensuring rational drug use requires ongoing evaluation of drug prescribing, dispensing, and use by patients. Health care providers working in an emergency department face unique challenges, including making urgent decisions, patient overload, and limited resources, which contribute to inappropriate drug use. Rational medication use should be an important aspect of emergency care to improve patient outcomes. Thus, this study was conducted to assess medication utilization patterns using World Health Organization (WHO) prescribing indicators in the emergency department.

Methods

A cross-sectional study design was implemented among patients presenting at the emergency department of Hiwot Fana Specialized University Hospital (HFSUH) from January to March 2018. The data were collected from the medical charts of a total of 342 patients using a pre-prepared structured format according to WHO recommendations. The data were analyzed using SPSS version 21 software and presented in tables and figures.

Results

The most commonly reported clinical diagnosis was found to be soft tissue laceration or abrasion, in 75 patients (21.9%), followed by dyspepsia, in 50 (14.6%), and severe pneumonia, in 44 (12.9%). A total of 810 drugs were prescribed for the 342 patients. The main category of drugs prescribed were analgesics, constituting 125 (29.2%), followed by antibiotics, 120 (28.0%). Regarding WHO prescribing indicators, the average number of drugs prescribed per encounter was 2.36, the number of encounters at which antibiotics were prescribed was 127 (37.13%), and injections were prescribed at 300 (87.7%) encounters. All of the drugs prescribed were from the National Essential Medicine List (NEML) of Ethiopia, and 780 (98.1%) of the drugs were prescribed by international nonproprietary name.

Conclusion

Overall, there were inflated use of antibiotics and injection drugs, whereas prescribing by international nonproprietary name and prescribing from NEML were according to the recommendations. Hence, the hospital should work to ensure the judicious use of antibiotics and injection drugs.

Drug utilization and expenditure of anticancer drugs for breast cancer

Purpose

Drug utilization studies have proven to be an effective tool in the evaluation of rational drug use in different health care systems, including oncology. The drug utilization studies were used in many institutes to ensure the safe, effective and appropriate use of drugs being prescribed. The main aim of this study was to assess the utilization pattern of anticancer drugs in breast cancer patients.

Method

A retrospective cross-sectional observational study was carried out at King Saud University Medical City (KSUMC) for 1 year from January 2016 to December 2016. All female patients diagnosed with breast cancer during this year were included in the study.

Results

A total of 101 patients were included in this study. Most patients received an average of three anticancer drugs. The most commonly prescribed medication was fluorouracil, epirubicin, and cyclophosphamide (FEC) regimen, which was used in 81% of patients. Combinations of FEC + docetaxel and FEC + docetaxel + trastuzumab were received by43% and 23% of patients, respectively. Docetaxel was the most commonly used drug in neoadjuvant setting, whereas letrozole and trastuzumab were prescribed more frequently in hormonal and targeted therapies, respectively. The total drug expenditure on anticancer therapy was approximately 3.8 million Saudi Riyals (S.R), with adjuvant therapy constituting over half of the total spending. In neoadjuvant settings, the spending cost for hormonal therapy was the highest. The condition of most breast cancer patients was improved during the study period, whereas only 29% of the included patients progressed.

Conclusion

FEC was the most common regimen used in this study, consistent with the National Comprehensive Cancer Network (NCCN) guideline recommendation. Our results indicated that adherence to a clinical guideline and recommended medication regimens improved patient outcomes. Our finding indicate how analyzing drug utilization pattern could benefit institutions in managing inventory and efficiently using health care resources.

Drug prescribing patterns in pediatric urinary tract infections: A retrospective drug utilization analysis in an urban tertiary care hospital

Introduction:

A constant update of antibiotic sensitivity of pathogens of the area, country, or institution helps in interventions that would improve the prescribing pattern and rational use of drugs in children. This study aimed to assess prescribing trends for urinary tract infection (UTI), a common distressful pediatric infection in a tertiary care teaching hospital.

Materials and Methods:

This study was a descriptive, retrospective, cross-sectional, and record-based analysis including pediatric patients aged <18 years of either gender diagnosed with UTI. The case record files retrieved from medical records department based on the International Classification of Diseases, 10th Revision (ICD-10) disease coding were analyzed for demographics, and details of drugs including dose and route of administration, frequency, and duration of treatment with antimicrobial used and other concurrent drugs were recorded.

Results:

Of 42 patients included in the study, 14 (33.3%) were males and 28 (66.67%) were females. Third-generation cephalosporins were the most commonly used antibiotics (71.4%) followed by aminoglycosides (35.7%), amoxicillin clavulanate (11.9%), fluoroquinolones (7.1%), and miscellaneous (doxycycline, metronidazole, and nitrofurantoin) (9.5%). Ceftriaxone among the cephalosporins and amikacin among the aminoglycosides were the most commonly used drugs. Intravenous route was the most commonly used route of administration followed by patients who received by both intravenous and oral routes. The average duration of therapy was 4.43 ± 1.9 days.

Conclusion:

This study concludes that third-generation cephalosporin is used as first-line drugs irrespective of the causative agent for UTI which should ideally be reserved for complicated UTIs. Moreover, existing guidelines also indicate that the duration of antimicrobial therapy should be seven to 14 days. These results highlight the necessity for a remedial education program within the health care system designed to improve pharmacotherapy of UTI.

Utilization and Expenditure of Anti-cancer Medicines in Kosovo: Findings and Implications

BACKGROUND AND OBJECTIVE

The Ministry of Health (MoH) leads and organizes health policy in Kosovo, which includes procurement and provision of medicines, including anti-cancer medicines, which compose a special group of medicines. However, there has been limited analysis of the utilization and expenditure on anti-cancer medicines in Kosovo; consequently, the objective of this study is to undertake research to provide future guidance on the use of anti-cancer medicines.

METHOD

National drug utilization data is available in Kosovo. Utilization and expenditure on anti-cancer medicines [Anatomical Therapeutic Chemical (ATC) code L], initially from 2011 to 2013, especially for anti-cancer medicines on the essential medicines list was analysed from national data. In addition, current systems for procuring and managing anti-cancer medicines in Kosovo was documented.

RESULTS

There was appreciable variability in the utilization of anti-cancer medicines over the years, with low or limited use of some anti-cancer medicines on the Essential Medicine List. This is a concern in view of their essential medicine status. From 2011 to 2013, €16.49 million was spent on anti-cancer medicines (ATC L). The process of selection of new medicines begins with suggestions from doctors at the University Clinical Centre in Kosovo.

CONCLUSION

The analysis has shown appreciable variation with current utilization patterns for anti-cancer medicines in Kosovo. This needs to be addressed as part of improving the drug management process to optimize patient care within available resources. Future years and reforms need to be assessed to improve current utilization and expenditure patterns.

Creating and evaluating an opportunity for medication reconciliation in the adult population of South Africa to improve patient care

OBJECTIVE

Adverse drug events (ADEs) are a major cause of morbidity and mortality, with more than 50% of ADEs being preventable. Adverse Drug Reactions (ADRs) are typically the result of an incomplete medication history, prescribing or dispensing error, as well as over- or under-use of prescribed pharmacotherapy. Medication reconciliation is the process of creating the most accurate list of medications a patient is taking and subsequently comparing the list against the different transitions of care. It is used to reduce medication discrepancies, and thereby ultimately decreasing ADEs. However, little is known about medicine reconciliation activities among public hospitals in South Africa.

METHODS

Prospective quantitative, descriptive design among Internal and Surgical wards in a leading public hospital in South Africa.

RESULTS

145 study participants were enrolled. Over 1300 (1329) medicines were reviewed of which there was a significant difference (p = 0.006) when comparing the medications that the patient was taking before or during hospitalisation. A total of 552 (41.53%) interventions were undertaken and the majority of patients had at least 3.96 medication discrepancies. The most common intervention upon admission was transcribing the home medication onto the hospital prescription (65.2%) followed by medication duplication (13.44%). During patient's hospital stay, interventions included patient counselling (32.5%) and stopping the previous treatment (37.5%).

CONCLUSION

To ensure continuity of patient care, medication reconciliation should be implemented throughout patients' hospital stay. This involves all key professionals in hospitals.

Inferring anatomical therapeutic chemical (ATC) class of drugs using shortest path and random walk with restart algorithms

The anatomical therapeutic chemical (ATC) classification system is a widely accepted drug classification scheme. This system comprises five levels and includes several classes in each level. Drugs are classified into classes according to their therapeutic effects and characteristics. The first level includes 14 main classes. In this study, we proposed two network-based models to infer novel potential chemicals deemed to belong in the first level of ATC classification. To build these models, two large chemical networks were constructed using the chemical-chemical interaction information retrieved from the Search Tool for Interactions of Chemicals (STITCH). Two classic network algorithms, shortest path (SP) and random walk with restart (RWR) algorithms, were executed on the corresponding network to mine novel chemicals for each ATC class using the validated drugs in a class as seed nodes. Then, the obtained chemicals yielded by these two algorithms were further evaluated by a permutation test and an association test. The former can exclude chemicals produced by the structure of the network, i.e., false positive discoveries. By contrast, the latter identifies the most important chemicals that have strong associations with the ATC class. Comparisons indicated that the two models can provide quite dissimilar results, suggesting that the results yielded by one model can be essential supplements for those obtained by the other model. In addition, several representative inferred chemicals were analyzed to confirm the reliability of the results generated by the two models. This article is part of a Special Issue entitled: Accelerating Precision Medicine through Genetic and Genomic Big Data Analysis edited by Yudong Cai & Tao Huang.

Off-label prescribing for children with chronic diseases in Nigeria; findings and implications

BACKGROUND

Prescribing medicines in an off-label manner for children with chronic conditions is sparsely documented, even more so among developing countries. This needs addressing. The objective of this research was to investigate the extent of off-label prescribing among children with epilepsy, asthma, and sickle cell anaemia in Nigeria.

METHODS

Prescriptions for children ≤16 years documented in their case files that attended paediatric clinics in Lagos, Nigeria, for these three conditions between January and October 2015, were reviewed retrospectively to extract data on the medicines prescribed. British National Formulary for children and American Hospital Formulary Service Drug information were used as references.

RESULTS

477 patients received 1746 prescriptions. Off-label prescriptions were seen in 7.7% of prescriptions, related to dose (93; 68.9%), indication (22; 16.3%), and age (20; 14.8%). Nervous system (525; 30.1%) and anti-infective (441; 25.2%) medicines were the most prescribed but only 9.5% and 8.2% of the respective prescriptions were off-label. Children with epilepsy received the most number (94; 69.6%) of off-label prescriptions. The three chronic conditions did not associate significantly with the category of off-label medicine prescribed (p = 0.925).

CONCLUSION

Off-label prescribing for children with epilepsy, asthma and sickle cell anaemia occurs. Encouragingly, the overall rate appears low in Nigeria.

The burden of chronic noncommunicable diseases in undocumented migrants: a 1-year survey of drugs dispensation by a non-governmental organization in Italy

OBJECTIVES

This study was carried out with two objectives. The first one was to have an insight into the prevalence of chronic noncommunicable diseases (CNCD) in undocumented migrants, and the second one was to evaluate if differences existed among different ethnic groups.

STUDY DESIGN

The study is based on the collection of data on drug dispensation by a non-governmental organization (NGO) providing free medical assistance to undocumented migrants in Milan, Italy. All the prescriptions to adult subjects from January 1 to December 31 2014 (total 8438) were recorded and analyzed. All the data available for the patients receiving prescriptions (age, gender and country of birth) were also collected in anonymous form. Ethical approval for the study was given by the Ethics Committee of the NGO.

METHODS

Drugs were grouped according to the anatomical therapeutic chemical (ATC) classification and their quantities expressed as daily defined doses (DDDs)/1000 patients/day. The 56 ATC levels were divided into three groups according to their use for acute, chronic, or both acute and chronic diseases. The statistical analysis of drug dispensation was performed for the whole population and for the five ethnic groups into which it had been divided.

RESULTS

Prescription of medicines for chronic conditions was significantly greater than for acute (154.2 ± 45.9 vs 51.3 ± 18.4 DDD/1000 patients/day, P < 0.02) and for both acute and chronic conditions (57.9 ± 12.8 DDD/1000 patients/day, P < 0.02). Five ATC classes accounted for 60% of all chronic prescriptions. They were differently distributed among the five ethnic groups (e.g., Asians required more antihypertensives and antidiabetics, East Europeans required more lipid modifying drugs, antihypertensives and antithrombotics).

CONCLUSIONS

Our data show an important use of medicines for chronic diseases in a population of undocumented migrants. Though with some limitations, this could be an indicator of a high prevalence of CNCD in this population, with significant differences among different ethnic groups. This situation should be considered when planning health interventions, also in consideration of the fact that it could have an impact on European Health Services in a short time.