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JAC-Antimicrobial Resistance logoLink to JAC-Antimicrobial Resistance
. 2024 Nov 19;6(6):dlae184. doi: 10.1093/jacamr/dlae184

Clinical pharmacist-led antifungal drug utilization reviews in cancer care hospital: a prospective audit and feedback

Zunaira Akbar 1,2,, Muhammad Aamir 3, Zikria Saleem 4, Muhammad Rehan Khan 5, Omar Akhlaq Bhutta 6
PMCID: PMC11574612  PMID: 39563664

Abstract

Background and objective

The global rise in systemic fungal infections and increased antifungal use underscores the need for pharmacist-led antifungal stewardship in oncology but data on such interventions are scarce. This study aimed to evaluate the clinical pharmacist-led antifungal drug utilization reviews for optimizing antifungal therapy in a specialized cancer care hospital.

Patients and Method

This pharmacist-led prospective audit and feedback study evaluated 350 admitted patients with cancer who were prescribed systemic antifungals. Electronic medical records of the included patients were reviewed to evaluate pharmacist interventions. Data were entered and analysed through SPSS version 21.

Result

Most of the patients were prescribed antifungals for suspected fungal infections (41.7%). Febrile neutropenia was present in 55.4% of patients. The most frequently isolated fungus was C. albicans (15.4%) followed by C. tropicalis (8.6%) and A. flavus (7.7%). The most frequently prescribed antifungal drug was voriconazole (38.8%) and amphotericin B (31.7%). Major pharmacist-led interventions were a change of IV antifungal therapy to an oral drug (18%), choice of drug therapy (17.4%) and dose reduction (16.9%). All the interventions made by the pharmacist were accepted by the AFS team (100%).

Conclusion

Pharmacists play a crucial role in optimizing antifungal therapy by conducting drug utilization reviews and implementing targeted interventions. These interventions are beneficial for overall management of patients with cancer and improving the quality of antifungal prescribing.

Introduction

The incidence of systemic fungal infections has been increased globally due to rise in immunocompromised patients afflicted with various diseases.1 In patients with cancer undergoing aggressive cytotoxic therapy, invasive fungal infections (IFI) are significant contributors to mortality.2 Up to 40% of individuals with haematological malignancies experience IFI, with Aspeirgillus and Caindida species collectively accounting for ∼95% of total infections.3 The integration of novel antifungal drugs into clinical settings carries significant implications for patient care as it enables the implementation of preventive, empirical, pre-emptive and targeted treatment approaches. However, the presence of newly developed antifungal drugs, particularly triazoles with expanded coverage and improved safety and efficacy, has resulted in a rise in their improper utilization.4 Antifungal drugs vary in their potential for interactions with other drugs, clinical effectiveness and safety profiles.5 Voriconazole is the first line drug for invasive aspergillosis and is associated with the risk of hepatotoxicity and CNS toxicity. Variability in voriconazole levels is significant due to its nonlinear pharmacokinetics and is influenced by various factors such as patient age, drug metabolism variation due to genetic polymorphism and concurrent medication use.6 Previous studies have reported that measuring plasma levels of voriconazole improve patient outcomes and decrease the occurrence of adverse drug reactions.6 Amphotericin B is a primary drug for serious fungal infections among paediatric and adult patients but renal insufficiency, hypokalaemia, hypomagnesaemia and metabolic acidosis are major dose limiting side effects.7,8 In patients with compromised kidney function, caspofungin is the primary agent for invasive pulmonary aspergillosis and also a preferred agent for candidemia.9,10 Caspofungin is well tolerated but may cause infrequent side effects including gastrointestinal disturbance, elevated transaminases and histamine induced reactions.11 Research indicates that ∼74% of antifungal drug usage in hospitals may be inappropriate.12 Improper utilization of antifungals can lead to negative outcomes, unnecessary exposure leading to increased microbial resistance and health care cost.5,13 Therefore, recent clinical guidelines recommend the implementation of antifungal stewardship programmes to address this issue.14 Antimicrobial stewardship programmes are designed to ensure proper use of antimicrobial drugs, aiming to reduce the emergence of antimicrobial resistance, lower healthcare costs and decrease rates of morbidity and mortality.15 The pharmacist is a key member of multidisciplinary team who can enhance the appropriateness of antifungal prescriptions and quality of antifungal use.16 In Pakistan, the data on pharmacist-driven antifungal stewardship activities in oncology setting is lacking although a high proportion of antifungals are used in haemato-oncology departments. The aim of this study was to evaluate the clinical pharmacist-led antifungal drug utilization reviews for optimizing antifungal therapy in a specialized cancer care hospital.

Patients and method

Study design and study centre

A pharmacist-led prospective audit and feedback study was conducted at the specialized cancer care hospital of Lahore for 6 months from December 2023 to May 2024. The hospital is dedicated to providing comprehensive cancer care. With a bed capacity of ∼195, Shaukat Khanam memorial cancer hospital and research centre includes specialized departments such as medical and radiation oncology, surgical oncology and paediatric oncology along with the state-of-the-art pharmacy services accredited from Joint Commission International and American Society of Health-System Pharmacists. At this hospital, all patient records are maintained in a computerized hospital information management system (HIMS).

Prescription review process

Antimicrobial stewardship primarily focusing on antibiotics was implemented in 2012 in the hospital. In 2014, with the introduction of voriconazole as a restricted drug, AFS was initiated. Afterwards, antifungal susceptibility testing was initiated, and a comprehensive AFS programme was fully implemented. An AFS team comprises ID physicians, ID consultants, a microbiologist and an ID clinical pharmacist who are American board certified. They provide pharmaceutical counselling as a part of stewardship regarding selection of antifungals, dose adjustments and drug–drug interactions based on IDSA practice guidelines during ward rounds as well as interpreting the prescriptions on HIMS (pre-prescription authorization and post-prescription review). Physicians enter prescriptions into the system, after which ID clinical pharmacists review them and interventions made during prescription review are documented. Moreover, hospital has also developed guidelines for management of neutropenic patients, thus the acceptability of pharmacist recommendations by AFS team is increased. In case of any discrepancy, decision regarding therapy is made through mutual consensus. Overall work flow for restricted antifungals is shown in Figure 1.

Figure 1.

Figure 1.

Work flow for restricted antifungals.

Study population

Records of all the adult and paediatric patients with cancer who were admitted during December 2023 to May 2024 and received systemic antifungals for >24 hours were included in this study. In case of multiple admissions, the record of first admission was included in the study. Prescription records of repeated patients were excluded.

Sample size calculation

Sample size was calculated by using the following formula.

n=NZ2p(1-p)d2N+Z2p(1-p)

The total number of admitted patients (N) were 2509 from the years 2019 to 2023 by eliminating repeated admissions. A confidence interval (Z) of 95%, margin of error (d) 0.05 and antifungal prescription prevalence (p) of 50% was incorporated in the sample size formula that yielded 334 records. However, another 16 patients’ data were collected from computerized physician order entry system of the hospital to get a total sample of 350. A systematic sampling technique was used to collect data. The sampling interval was calculated as K = N/n = 2509/350 = 7. Electronic medical records of the admitted patients were generated through the HIMS and every seventh patient was included and reviewed.

Data collection

A review of the electronic medical record was performed to collect relevant data including patient demographics, type of cancer, type of fungal infection, prescribed antifungal drugs, duration of treatment, radiological tests, biomarkers including beta D glucan and Aspergillus galactomannan test, comorbid bacterial infection, concomitant antibiotics used, side effects and pharmacist interventions. Antifungal therapy was classified as empiric, prophylactic, pre-emptive and targeted based on radiological findings, culture results, fungal microscopy and biomarkers.4,17

Classification of antifungal therapy

Empiric Administered to neutropenic patients experiencing persistent fever that does not respond to 4–7 days of broad-spectrum antibiotics or recurring fever without any symptoms of IFI, in the absence of positive fungal test results. For non-neutropenic patients, treatment is initiated in critically ill individuals who have risk factors for fungal infection and no other identifiable cause for fever.

Prophylactic Initiated for patients who are at high risk of developing IFI, even though they show no signs or symptoms of infection and have negative fungal laboratory test results.

Pre-emptive Targets the early treatment of suspected IFI by using clinical, radiological or laboratory indicators to assess the likelihood of the disease.

Targeted Involves the treatment of confirmed fungal infections based on a positive culture or other diagnostic results.

Side effects observed were classified as elevation of hepatic enzymes: that is, AST, ALT, ALP, elevation of serum bilirubin, serum creatinine and potassium. Therapeutic drug monitoring was available for only voriconazole. First and subsequent levels were documented. Pharmacist interventions are categorized as combination therapy, dose reduction, drug switched to another, drug stopped, dose escalation, voriconazole trough levels missing/inappropriate and IV drug switched to oral.14

Data analysis

Data were entered and analysed using Microsoft Excel and SPSS version 21. Descriptive statistics were applied to determine the frequencies and percentages of categorical variables. Continuous variables were expressed as means.18 The Chi-square test was used to identify pharmacist interventions among different antifungal drugs used. Logistic regression was applied to compute the association of independent categorical variables with pharmacist-led interventions. P < 0.05 was considered significant.19

Results

Basic demographics and clinical characteristics of patients

Among 350 patients, 218 (62.3%) were male, 32 (37.7%) were female, 177 (50.6%) were adults, 173 (49.4%) were paediatrics and most (155, 44.3%) patients weighed >45 kg. Among the included patients, most (168, 48.0%) had leukaemia. Febrile neutropenia was present in 194 (55.4%) of the patients. Antifungals were prescribed for suspected fungal infection in most of the patients (146, 41.7%) followed by fungal pneumonia (45, 12.9%) and candidemia (36, 10.3%). The main site of fungal infection was the lungs (140, 40%) as shown in Table 1. Among 136 patients on voriconazole therapy, first voriconazole trough levels were measured in 101 (74.2%) patients. Subsequent second and third trough levels were measured in 43 (31.6%) and 30 (22.1%) patients. Overall, the numbers of patients with low, optimum and high trough levels are shown in Table 1.

Table 1.

Basic demographics and clinical characteristics of patients

Basic demographics of patients Frequency
n = 350
Percentage
(%)
Gender
 Male 218 62.3
 Female 132 37.7
Age group (years)
 Adult (≥18 years) 177 50.6
 Paediatric (<18 years) 173 49.4
Weight (kg)
 <15 kg 93 26.6
 16–30 kg 55 15.7
 31–45 kg 47 13.4
 >45 kg 155 44.3
Type of cancer
 Leukaemia 168 48.0
 Lymphoma 80 22.9
 Carcinoma 33 9.4
 Sarcoma 26 7.4
 Others 43 12.3
Febrile neutropenia
 Yes 194 55.4
 No 156 44.6
Reason for antifungal prescription
 Suspected fungal infection 146 41.7
 Fungal pneumonia 45 12.9
 Candidemia 36 10.3
 Aspergillosis 25 7.1
 Candidiasis 20 5.7
 Fungal brain infection 18 5.1
 Funguria 18 5.1
 Fungal sinusitis 11 3.1
 Aspergilloma 10 2.9
 Others 13 3.7
 Not identified 8 2.3
Site of infection
 Lungs 140 40
 Paranasal sinuses 39 11.1
 Brain 21 6
 Urine 18 5.1
 Others 57 16.2
 Not defined 75 21.4
Voriconazole first trough levels
 <1.0 µg/mL 31 8.9
 1.0–5.5 µg/mL 43 12.3
 >5.5 µg/mL 27 7.7
Voriconazole second trough levels
 <1.0 µg/mL 6 1.7
 1.0–5.5 µg/mL 17 4.9
 >5.5 µg/mL 20 5.7
Voriconazole third trough levels
 <1.0 µg/mL 11 3.1
 1.0–5.5 µg/mL 12 3.4
 >5.5 µg/mL 7 2.0

Antifungal drug strategy

Most of the antifungals were prescribed as a targeted therapy (138/350, 39.4%) and empirical therapy (134/350, 38.3%) for IFI. A computed tomography (CT) scan was major positive radiological evidence among 123/350 (35.1%) of patients. Beta D glucan was raised in 73/350 (20.9%) patients and in 29/350 (8.3%) of patients Aspergillus galactomannan was raised. Among 350 patients, 428 culture reports were obtained, with blood cultures done in 310 patients (88.5%), urine cultures in 25 (7.14%) patients, tissue cultures in 15 (4.28%) patients, sputum culture in 62(17.7%) patients and wound culture in 16 (4.6%) patients, whereas fungal microscopy was performed in 127 (36.2%) patients. Overall, 92 (26.3%) of the patients had positive blood culture for fungus, while 15 (4.3%), 9 (2.6%), 7 (2.0%) and 6 (1.7%) had positive urine culture, tissue culture, wound culture and sputum culture respectively for fungus. The most frequent isolated fungus was Candida albicans (54, 15.4%), followed by Candida tropicalis (30, 8.6%) and Aspergillus flavus (27, 7.7%) as shown in Table 2.

Table 2.

Antifungal drug strategy

Antifungal drug strategy Amphotericin B
n = 111
Voriconazole
n = 136
Fluconazole
n = 27
Caspofungin
n = 76
Total
n = 350
Treatment indication
 Targeted 31 (27.9) 43 (31.6) 15 (55.6) 49 (64.5) 138 (39.4)
 Empiric 57 (51.4) 38 (27.9) 12 (44.4) 27 (35.5) 134 (38.3)
 Pre-emptive 19 (17.1) 45 (33.1) 64 (18.3)
 Prophylactic 4 (3.6) 10 (7.4) 14 (4.0)
Positive radiological evidence
 CT 40 (36.0) 71 (52.2) 6 (22.2) 7.9 123 (35.1)
 XRAY 4 (3.6) 7 (5.1) 11 (3.1)
 BAL 1 (0.9) 6 (4.4) 3 (3.9) 10 (2.9)
Positive biomarkers
 Beta D glucan 24 (21.6) 46 (33.8) 3 (3.9) 73 (20.9)
Aspergillus galactomannan 17 (15.3) 12 (8.8) 29 (8.3)
Positive cultures
 Blood 10 (9.0) 18 (13.2) 18 (66.7) 46 (60.5) 92 (26.3)
 Urine 3 (11.1) 12 (15.8) 15 (4.3)
 Tissue 6 (4.4) 3 (3.9) 9 (2.6)
 Wound 1(0.9) 3 (2.2) 3 (3.9) 7 (2.0)
 Sputum 6 (7.9) 6 (1.7)
 Fungal microscopy 15 (13.5) 10 (7.4) 6 (22.2) 31 (8.9)
Isolated pathogen
C. albicans 6 (22.2) 48 (63.2) 54 (15.4)
C. tropicalis 4 (3.6) 13 (9.6) 9 (33.3) 4 (5.3) 30 (8.6)
A. flavus 7 (6.3) 20 (14.7) 27 (7.7)
C. glabrata 6 (7.9) 6 (1.7)
A. fumigatus 5 (3.70) 5 (1.4)
C. glabrata 4 (3.6) 4 (1.1)
C. krusei 3 (3.9) 3 (0.9)
C. parapsillosis 3 (2.2) 3 (0.9)
C. pelliculosis 2 (1.8) 2 (0.6)
*C. neoformans 6 (22.2) 6 (1.7)

C = Candida, A = Aspergillus, *C = Cryptococcus

Antifungal prescribing pattern and observed side effects

In most patients, voriconazole use was higher for suspected fungal infections (74/136, 54.4%), fungal pneumonia (26/136, 19.1%) and aspergillosis (22/136, 16.2), however, amphotericin B was used in most patients with fungal sinusitis as compared to voriconazole (9/111, 8.1% versus 2/136, 1.5%) respectively. However, for candidemia, the use of caspofungin was higher (31/76, 48%) as compared to amphotericin B (2/111, 1.8%) and fluconazole (3/27, 11.1%). The average duration of amphotericin B use was 7.3 days, voriconazole 64.1 days, fluconazole 6.8 days and caspofungin 7.9 days. Major side effects observed were hepatotoxicity in 60/350 (17.1%) and hypokalaemia in 47 (13.4%) of the patients followed by elevated serum creatinine 18 (5.1%) and hyperbilirubenimia in 9 (2.6%) patients. Most of the patients (121, 34.6%) were prescribed at least two antibiotics while on antifungal therapy and 51 (14.6%) of the patients were not prescribed any antibiotics as shown in Table 3.

Table 3.

Antifungal prescribing pattern and observed side effects

Type of fungal infections Amphotericin B
n = 111
Voriconazole
n = 136
Fluconazole
n = 27
Caspofungin
n = 76
Total
n = 350
Suspected fungal infection 57 (51.4) 74 (54.4) 6 (22.2) 9 (11.8) 146 (41.7)
Fungal pneumonia 19 (17.1) 26 (19.1) 45 (12.9)
Candidemia 2 (1.8) 3 (11.1) 31 (40.8) 36 (10.3)
Aspergillosis 10 (9.0) 22 (16.2) 3 (3.9) 35 (10.0)
Candidiasis 2 (1.8) 6 (22.2) 12 (15.8) 20 (5.7)
Fungal brain infection 9 (6.6) 9 (33.3) 18 (5.1)
Funguria 3 (11.1) 15 (19.7) 18 (5.1)
Fungal sinusitis 9 (8.1) 2 (1.5) 11 (3.1)
Others 7 (6.3) 3 (2.2) 3(3.9) 13 (3.7)
Not specified 5 (4.5) 3(3.9) 8 (2.3)
Average duration of drug use (days) 7.3 64.1 6.8 7.9 29.5
Side effects
 Hepatotoxicity (elevation in AST/ALT) 5 (4.5) 43 (31.6) 6 (22.2) 6 (7.9) 60 (17.1)
 Electrolyte imbalance (Hypokalaemia) 39 (35.1) 2 (1.5) 6 (22.2) 47 (13.4)
 Nephrotoxicity (Elevated serum creatinine) 13 (11.7) 2 (1.5) 3 (3.9) 18(5.1)
 Hyperbilirubenimia 1(0.9) 5 (3.7) 3 (11.1) 9 (2.6)
Concomitant antibiotic usage (no.)
 1 16 (14.4) 29 (21.3) 6 (22.2) 10 (13.2) 61 (17.4)
 2 49 (44.1) 44 (32.4) 13 (48.1) 15 (19.7) 121 (34.6)
 3 16 (14.4) 35 (25.7) 5 (18.5) 33 (43.4) 89 (25.4)
 4 5 (4.5) 14 (10.3) 9 (11.8) 28 (8.0)
 Antibiotics not prescribed 25 (22.5) 14 (10.3) 3 (11.1) 9 (11.8) 51 (14.6)

Pharmacist interventions related to antifungal therapy

Among 350 patients, 272 (77.71%), interventions in therapy were made by pharmacists. Most interventions were related to switching of intravenous amphotericin B, voriconazole and caspofungin to oral voriconazole (63/350, 18.0%), choice in the selection of a drug (61/350, 17.4%), dose reduction (59/350, 16.9), drug stopped (41/350, 11.7%) and dose escalation (37/350, 10.6%). All the interventions made by pharmacists were accepted by physicians (100%). However, no interventions were made in prescriptions of 78 (22.3%) patients as shown in Table 4.

Table 4.

Pharmacist interventions drug wise

Interventions Amphotericin B
n = 111
Voriconazole
n = 136
Fluconazole
n = 27
Caspofungin
n = 76
Total
n = 350
P value
IV switched to oral azole 49 (44.1) 11 (8.1) 3 (11.1) 63(18.0) 0.00***
Drug switched to another/choice of a drug therapy 14 (12.6) 2 (1.5) 3 (11.1) 42 (55.3) 61(17.4)
Dose reduction 5 (4.5) 43 (72.9) 1 (3.7) 10 (13.2) 59(16.9)
Drug stopped 6 (5.4) 23 (16.9) 6 (22.2) 6 (7.9) 41(11.7)
Dose escalation 4 (3.6) 30 (22.1) 3 (11.1) 37(10.6)
Combination therapy 2 (1.8) 4 (2.9) 5 (18.5) 11 (3.1)
No intervention 31 (27.9) 23 (16.9) 6 (22.2) 18 (23.7) 78 (22.3)
Interventions accepted by AFS team 80 (29.4) 113 (41.5) 21 (7.7) 58 (21.3) 272 (100)

*significant at P < 0.1, **significant at P < 0.05, ***significant at P < 0.01, (−) indicates no intervention

Association of pharmacist intervention with independent variables

Effect of gender, age group, type of cancer, type of antifungal therapy and therapeutic indication on pharmacist interventions were compared as shown Table 5. In univariate logistic regression, gender, age group and type of antifungal do not significantly affect the likelihood of pharmacist interventions (P > 0.05). However, pharmacist interventions were significantly higher when antifungal therapy was prescribed pre-emptively (P = 0.01, OR; 3.7) compared to the reference category, i.e. empirical use and significantly lower in patients diagnosed with carcinoma (P = 0.07) (OR; 0.4) compared to the reference group, i.e. lymphoma as shown in Table 5. Multivariate logistic regression revealed pharmacist interventions were significantly less likely in paediatric patients (OR 0.4), patients with carcinoma (OR 0.2) and some other types of cancer (OR 0.4). However, pharmacist interventions were significantly higher in patients prescribed with fluconazole (P = 0.05) and caspofungin (P = 0.01) (OR 3.0) and in the pre-emptive group (P = 0.03) (OR 3.2) as shown in Table 5.

Table 5.

Logistic regression analysis of covariates on pharmacist intervention

Covariates Pharmacist interventions Unadjusted odds ratio Adjusted odds ratio
OR
(95% CI)
P value OR
(95% CI)
P value
Gender
 Female 102 (29.1) Reference Reference
 Male 170 (48.5) 1.0 (0.6–1.7) 0.87 0.8 (0.4–1.4) 0.51
Age group
 Adult 141 (40.2) Reference Reference
 Paediatric 131 (37.4) 0.7 (0.4–1.3) 0.37 0.4 (0.2–0.8) 0.01**
Type of cancer
 Lymphoma 139 (51.1) Reference Reference
 Leukaemia 64 (23.5) 1.1 (0.6–2.3) 0.60 1.6 (0.7–3.7) 0.19
 Carcinoma 21 (7.7) 0.4 (0.2–1.1) 0.07* 0.2 (0.0–0.6) 0.006***
 Sarcoma 19 (6.9) 0.7 (0.2–1.8) 0.45 1.1 (0.3–3.3) 0.87
 Others 29 (10.6) 0.5 (0.2–1.2) 0.12 0.4 (0.1–1.0) 0.05*
Antifungal drug
 Amphotericin B 80 (22.8) Reference Reference
 Voriconazole 113 (32.2) 0.8 (0.4–1.5) 0.51 1.7 (0.9–3.3) 0.10
 Fluconazole 21 (6.0) 1.5 (0.7–3.1) 0.23 3.0 (0.9–9.2) 0.05*
 Caspofungin 58 (16.6) 1.0 (0.3–3.1) 0.87 3.0 (1.2–7.6) 0.01**
Indication
 Empiric 102 (29.14) Reference Reference
 Targeted 99 (28.2) 0.8 (0.4–1.3) 0.41 0.8 (0.4–1.5) 0.59
 Pre-emptive 59 (16.9) 3.7 (1.3–10.0) 0.01** 3.2 (1.1–9.5) 0.03**
 Prophylactic 12 (3.42) 1.8 (0.4–8.8) 0.42 1.0 (0.2–5.4) 0.96

*significant at P < 0.1, **significant at P < 0.05, ***significant at P < 0.01

Discussion

The aim of this study was to investigate clinical pharmacist-led antifungal drug utilization reviews for optimizing antifungal therapy in patients with cancer. Previously published studies in Pakistan have focused on antibacterial stewardship and the role of pharmacists in optimizing antibacterial use.20 To our knowledge, this is the first study from Pakistan evaluating pharmacist-led antifungal drug utilization reviews. Results of this study showed that most patients had lymphoma (22.9%) and leukaemia (48.0%). These findings were consistent with a previous study that showed haematological malignancy is a major risk factor for systemic fungal infections.4 The most common site of infection was the lungs as reported previously.21 More than half of patients (55.4%) had febrile neutropenia similar to a previous study that showed 64.8% patients with IFD had febrile neutropenia.22 Of the culture test performed, the most frequently isolated pathogen was C. albicans (15.4%), followed by C. tropicalis (8.6%) and A. flavus (7.7%). A study conducted in 2013 in similar setting reported highest prevalence of C. tropicalis (30.8%) compared to C. albicans (3.3%).23 The literature report the highest prevalence of C. tropicalis followed by C. albicans among positive isolates in patients with haematological malignancies (41.1% versus 28.6%).24 Our results are consistent with a previous study conducted in a tertiary care hospital in Brazil that showed the most isolated microorganism was C. albicans (36.5%).25 Another study conducted in Iran reported the highest prevalence of A. flavus.26 Differences in isolated pathogen frequencies reflect geographical variation and population differences and diagnostic techniques.

Most patients with cancer in this study were prescribed systemic antifungals for suspected fungal infections leading to increased empirical consumption of antifungals. Our results showed almost similar utilization of targeted and empirical antifungal therapy. These findings were different from previous literature that reported higher prophylactic use of antifungals.4,27 Guidelines also recommend the use of empirical AFT in patients who remained febrile 4–6 days after using broad-spectrum antibiotics.2 These findings reflect adherence to treatment guidelines in the observed setting. A study conducted by Kaur. H et al., reported higher prescription of targeted antifungal therapy compared to empirical therapy.28 According to results, voriconazole is mostly prescribed for fungal pneumonia (19.1%) and aspergillosis (16.2%), for candidemia and candidiasis, caspofungin was used in most patients (40.8%) and for fungal sinusitis (8.1%), amphotericin B was prescribed mostly. For candidemia and invasive candidiasis, the literature showed that 71.1% patients develop successful overall response with caspofungin.29 For aspergillosis, voriconazole is recommended as the initial drug therapy.5,6 The results of a previous study also reported better outcomes with amphotericin B in fungal sinusitis.30

The most frequently observed side effects with voriconazole and fluconazole were elevation in AST/ALT and hyperbilirubenimia, whereas nephrotoxicity with amphotericin B was similar to that previously reported.5,31 These side effects necessitate pharmacist-led interventions regarding change in therapy and dose adjustments thus optimizing therapy. Most patients on voriconazole who undergo therapeutic drug monitoring had their plasma trough concentration in optimum range (1.0–5.5 µg/mL) with 43% patients achieving targeted concentration with initial dosing compared to 50% reported previously.32,33 However, plasma trough concentrations were supra-therapeutic in 7.7% patients and sub-therapeutic in 22.8% patients, reflecting the need for subsequent level monitoring of voriconazole because it has nonlinear pharmacokinetics.34 In this hospital, the ID pharmacist adjusts the dose of voriconazole based on plasma levels to ensure optimal efficacy and minimize toxicity.

Our findings showed that almost 77.7% interventions were made by the ID clinical pharmacist and all the interventions were accepted by the AFS team. Major interventions were related to switching from IV therapy to oral (18%) and choice in the selection of antifungals (17.4%), so that when voriconazole and amphotericin B cannot be prescribed because of hepatotoxicity and nephrotoxicity and dose reduction (16.9%). However, in a previous study, a recommendation regarding selection of a drug was made in only 1.3% of patients, dose reduction in 6.54% of patients and administration route-related recommendations in 3.8% patients.14 Furthermore, when the ID pharmacist identifies drug–drug interactions, the medication may be either discontinued or substituted. In some cases, dose adjustments, such as escalation or reduction, are implemented to manage the interaction effectively. These interventions result in improved patient safety and optimized therapy. In this study, pharmacist recommendations were significantly higher in the pre-emptive therapeutic approach (P = 0.01). Because pre-emptive therapy starts early before symptoms of the disease fully develop, pharmacists intervene by adjusting dosages, identifying potential drug interactions and recommending adjunct therapies to manage or prevent adverse effects. This might have resulted in higher number of interventions in the pre-emptive group. It has been previously reported that implementation of a pharmacist review increased the appropriate use of antifungal prophylaxis guidelines from 31% to 54%.3 Another study’s results reflected that pharmacist-driven AFS recommendations led to a significant improvement in dosage accuracy (P < 0.05) and the correct selection of antifungal drugs (P < 0.05), along with a reduction in potential clinically relevant drug–drug interactions with concomitant medications (P < 0.05).18 Our results also showed that the clinical pharmacists’ involvement in the AFS team enhanced the optimum utilization of antifungal agents within the examined hospital setting. Pre-prescription authorization, post-prescription review and feedback constitute the fundamental elements of stewardship.14 Therefore, pharmacist-led interventions have the potential to enhance the appropriateness of antifungal treatments and improve patient safety. It is essential to have clinical pharmacists as an active part of the patient health care team to optimize the antifungal treatment, especially from the pharmacokinetic perspective, as it is the domain in which pharmacist can perform better than other health care professionals. Pharmaceutical care should be encouraged in low–middle-income countries where health resource constraints lead to suboptimal care of patients.

Study limitations

This study has a few limitations. First, it was conducted in cancer care hospital focusing only on patients with cancer who had systemic fungal infections. Second, the effects of pharmacists’ interventions on mortality and length of hospital stay cannot be ascertained because of the underlying disease related challenges in distinguishing mortality and length of hospital stay.

Future investigation

Future research can investigate the impact of pharmacist recommendations regarding antifungal therapy on economic outcomes by collecting data from different hospitals. This approach will provide a more comprehensive understanding of the economic benefits associated with pharmacists’ contributions to patient care.

Conclusion

The prevalence of systemic fungal infections was notably higher in patients with leukaemia, necessitating robust antifungal management. Most antifungal prescriptions were administered as targeted and empirical therapy, with fungal pneumonia being the primary indication for treatment. Voriconazole was commonly used with TDM to maintain optimal drug levels, resulting in improved patient outcomes and minimized toxicity. Additionally, the pharmacist-led interventions were primarily focused on optimizing the administration route, selecting the appropriate antifungal and adjusting doses, which significantly enhanced the quality and safety of antifungal prescribing. Key interventions included regular electrolyte monitoring with amphotericin B to manage common adverse effects such as hypokalaemia and hypomagnesaemia. For voriconazole, the TDM process was supplemented with drug interaction monitoring, given its high potential for interactions, ensuring safe and effective drug levels. Notably, all clinical pharmacist recommendations were accepted by the prescribing physicians, demonstrating the value of collaborative antifungal stewardship in enhancing patient care and supporting optimal antifungal therapy in oncology settings.

Acknowledgements

The authors thank the Shaukat Khanam memorial cancer hospital and research centre for approval of this study.

Contributor Information

Zunaira Akbar, Department of Pharmacy, The University of Lahore, Lahore, Pakistan; Riphah Institute of Pharmaceutical Sciences, Riphah International University, Lahore, Pakistan.

Muhammad Aamir, Department of Pharmacy, The University of Lahore, Lahore, Pakistan.

Zikria Saleem, Faculty of Pharmacy, Bahauddin Zakariya University, Multan, Pakistan.

Muhammad Rehan Khan, Department of Pharmacy, Shaukat Khanum Memorial Cancer Hospital and Research Centre, Lahore, Pakistan.

Omar Akhlaq Bhutta, Department of Pharmacy, Shaukat Khanum Memorial Cancer Hospital and Research Centre, Lahore, Pakistan.

Funding

This study was carried out as a part of PhD research work and received no grant.

Transparency declarations

None to declare.

Author’s contributions

Z.S. and M.A. designed and conceptualized the study, Z.A. collected the data and drafted manuscript, M.R.K. interpreted results and O.A.B., Z.S. and M.A. reviewed the manuscript.

Data availability

All the data gathered and analysed are available in the article.

Ethical approval

The study was approved from Institutional review board and ethical committee of the hospital ‘EX-05-09-23-06’.

References

  • 1. Fang  W, Wu  J, Cheng  M  et al.  Diagnosis of invasive fungal infections: challenges and recent developments. J Biomed Sci  2023; 30: 42. 10.1186/s12929-023-00926-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2. Ruhnke  M, Cornely  OA, Schmidt-Hieber  M  et al.  Treatment of invasive fungal diseases in cancer patients—Revised 2019 Recommendations of the Infectious Diseases Working Party (AGIHO) of the German Society of Hematology and Oncology (DGHO). Mycoses  2020; 63: 653–82. 10.1111/myc.13082 [DOI] [PubMed] [Google Scholar]
  • 3. Reslan  Z, Lindsay  J, Kerridge  I, et al.  Pharmacist review of high-risk haematology outpatients to improve appropriateness of antifungal prophylaxis. Int J Clin Pharm  2020; 42: 1412–8. 10.1007/s11096-020-01090-5 [DOI] [PubMed] [Google Scholar]
  • 4. de Souza  MCP, Dos Santos  AG, Reis  AMM. Drug utilization study of systemic antifungal agents in a Brazilian tertiary care hospital. Int J Clin Pharm  2016; 38: 1398–406. 10.1007/s11096-016-0382-6 [DOI] [PubMed] [Google Scholar]
  • 5. de Souza  MCP, Santos  AGD, Reis  AMM. Adverse drug reactions in patients receiving systemic antifungal therapy at a high-complexity hospital. J Clin Pharmacol  2016; 56: 1507–15. 10.1002/jcph.772 [DOI] [PubMed] [Google Scholar]
  • 6. Chu  HY, Jain  R, Xie  H  et al.  Voriconazole therapeutic drug monitoring: retrospective cohort study of the relationship to clinical outcomes and adverse events. BMC Infect Dis  2013; 13: 105–9. 10.1186/1471-2334-13-105 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7. Andrew  EC, Curtis  N, Coghlan  B  et al.  Adverse effects of amphotericin B in children; a retrospective comparison of conventional and liposomal formulations. Br J Clin Pharmacol  2018; 84: 1006–12. 10.1111/bcp.13521 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8. Abdel-Hafez  Y, Siaj  H, Janajri  M  et al.  Tolerability and epidemiology of nephrotoxicity associated with conventional amphotericin B therapy: a retrospective study in tertiary care centers in Palestine. BMC Nephrol  2022; 23: 132. 10.1186/s12882-022-02770-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9. Li  S, Li  Z, Wang  P  et al.  Efficacy and safety of caspofungin for the treatment of invasive pulmonary aspergillosis in patients with chronic obstructive pulmonary disease. J Int Med Res  2024; 52: 3000605241237878. 10.1177/03000605241237878 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10. von Lilienfeld-Toal  M, Wagener  J, Einsele  H  et al.  Invasive fungal infection. Dtsch Arztebl Int  2019; 116: 271–8. 10.3238/arztebl.2019.0271 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11. Chau  MM, Daveson  K, Alffenaar  JWC  et al.  Consensus guidelines for optimising antifungal drug delivery and monitoring to avoid toxicity and improve outcomes in patients with haematological malignancy and haemopoietic stem cell transplant recipients, 2021. Intern Med J  2021; 51: 37–66. 10.1111/imj.15587 [DOI] [PubMed] [Google Scholar]
  • 12. Sutepvarnon  A, Apisarnthanarak  A, Camins  B  et al.  Inappropriate use of antifungal medications in a Tertiary Care Center in Thailand: a prospective study. Infect Control Hosp Epidemiol  2008; 29: 370–3. 10.1086/587633 [DOI] [PubMed] [Google Scholar]
  • 13. Hamdy  RF, Zaoutis  TE, Seo  SK. Antifungal stewardship considerations for adults and pediatrics. Virulence  2017; 8: 658–72. 10.1080/21505594.2016.1226721 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14. Kara  E, Metan  G, Bayraktar-Ekincioglu  A  et al.  Implementation of pharmacist-driven antifungal stewardship program in a tertiary care hospital. Antimicrob Agents Chemother  2021; 65: e0062921. 10.1128/AAC.00629-21 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15. Khadse  SN, Ugemuge  S, Singh  C. Impact of antimicrobial stewardship on reducing antimicrobial resistance. Cureus  2023; 15: e49935. 10.7759/cureus.49935 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16. Khanina  A, Cairns  KA, Kong  DC  et al.  The impact of pharmacist-led antifungal stewardship interventions in the hospital setting: a systematic review. J Pharm Pract Res  2021; 51: 90–105. 10.1002/jppr.1721 [DOI] [Google Scholar]
  • 17. Barnes  R, Rogers  T, Maertens  J. Defining standards of CARE for invasive fungal diseases in adult haematology patients: antifungal prophylaxis versus treatment. J Antimicrob Chemother  2019; 74: ii21–6. 10.1093/jac/dkz040 [DOI] [PubMed] [Google Scholar]
  • 18. Lachenmayr  SJ, Strobach  D, Berking  S  et al.  Improving quality of antifungal use through antifungal stewardship interventions. Infection  2019; 47: 603–10. 10.1007/s15010-019-01288-4 [DOI] [PubMed] [Google Scholar]
  • 19. Gebretekle  GB, Haile Mariam  D, Abebe Taye  W  et al.  Half of prescribed antibiotics are not needed: a pharmacist-led antimicrobial stewardship intervention and clinical outcomes in a referral hospital in Ethiopia. Front Public Health  2020; 8: 109. 10.3389/fpubh.2020.00109 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20. Hussain  K, Khan  MF, Ambreen  G  et al.  An antibiotic stewardship program in a surgical ICU of a resource-limited country: financial impact with improved clinical outcomes. J Pharm Policy Pract  2020; 13: 69. 10.1186/s40545-020-00272-w [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21. Rotjanapan  P, Chen  YC, Chakrabarti  A  et al.  Epidemiology and clinical characteristics of invasive mould infections: a multicenter, retrospective analysis in five Asian countries. Med Mycol  2018; 56: 186–96. 10.1093/mmy/myx029 [DOI] [PubMed] [Google Scholar]
  • 22. Kumar  J, Singh  A, Seth  R  et al.  Prevalence and predictors of invasive fungal infections in children with persistent febrile neutropenia treated for acute leukemia—a prospective study. Indian J Pediatr  2018; 85: 1090–5. 10.1007/s12098-018-2722-0 [DOI] [PubMed] [Google Scholar]
  • 23. Raza  A, Zafar  W, Mahboob  A  et al.  Clinical features and outcomes of Candidaemia in cancer patients: results from Pakistan. J Pak Med Assoc  2016; 66: 584–9. [PubMed] [Google Scholar]
  • 24. Bilal  HM, Ayaz  S, Iqbal  N. Predictors of Candidemia infections and its associated risk of mortality among adult and pediatric cancer patients: a retrospective study in Lahore, Punjab, Pakistan. Arch Cancer Sci. Ther  2018; 2: 001–7. 10.29328/journal.acst.1001003 [DOI] [Google Scholar]
  • 25. Marins  TA, Marra  AR, Edmond  MB  et al.  Evaluation of Candida bloodstream infection and antifungal utilization in a tertiary care hospital. BMC Infect Dis  2018; 18: 187. 10.1186/s12879-018-3094-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26. Salehi  M, Shahrbaf  N, Shahi  F  et al.  Clinical characteristics of patients with hematologic malignancies and invasive aspergillosis: a cross-sectional clinical report from Iran. Jundishapur J Microbiol  2023; 16: e142306. 10.5812/jjm-142306 [DOI] [Google Scholar]
  • 27. Vazin  A, Davarpanah  MA, Ghalesoltani  S. Antifungal agent utilization evaluation in hospitalized neutropenic cancer patients at a large teaching hospital. Drug Healthc Patient Saf  2015; 7: 97–102. 10.2147/DHPS.S80762 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28. Kaur  H, Krishnamoorthi  S, Dhaliwal  N  et al.  Antifungal prescription practices and consumption in a tertiary care hospital of a developing country. Mycoses  2022; 65: 935–45. 10.1111/myc.13514 [DOI] [PubMed] [Google Scholar]
  • 29. Kullberg  BJ, Viscoli  C, Pappas  PG  et al.  Isavuconazole versus caspofungin in the treatment of candidemia and other invasive Candida infections: the ACTIVE trial. Clin Infect Dis  2019; 68: 1981–9. 10.1093/cid/ciy827 [DOI] [PubMed] [Google Scholar]
  • 30. Ashraf  DC, Idowu  OO, Hirabayashi  KE  et al.  Outcomes of a modified treatment ladder algorithm using retrobulbar amphotericin B for invasive fungal rhino-orbital sinusitis. Am J Ophthalmol  2022; 237: 299–309. 10.1016/j.ajo.2021.05.025 [DOI] [PubMed] [Google Scholar]
  • 31. Maertens  JA, Rahav  G, Lee  D-G  et al.  Posaconazole versus voriconazole for primary treatment of invasive aspergillosis: a phase 3, randomised, controlled, non-inferiority trial. Lancet  2021; 397: 499–509. 10.1016/S0140-6736(21)00219-1 [DOI] [PubMed] [Google Scholar]
  • 32. Hu  L, Dai  T-T, Zou  L  et al.  Therapeutic drug monitoring of voriconazole in children from a tertiary care center in China. Antimicrob Agents Chemother  2018; 62: e00955-18. 10.1128/AAC.00955-18 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33. Hamada  Y, Ueda  T, Miyazaki  Y  et al.  Effects of antifungal stewardship using therapeutic drug monitoring in voriconazole therapy on the prevention and control of hepatotoxicity and visual symptoms: a multicentre study conducted in Japan. Mycoses  2020; 63: 779–86. 10.1111/myc.13129 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34. Taher  KW, Almofada  R, Alomair  S  et al.  Therapeutic drug monitoring of voriconazole in critically ill pediatric patients: a single-center retrospective study. Paediatr Drugs  2024: 26:197–203. 10.1007/s40272-023-00616-4 [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

All the data gathered and analysed are available in the article.


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