Analysis of pharmacological interventions among hospitalised patients with COVID‑19: A focus on severe cases

  • Authors:
    • Yasutaka Shinoda
    • Kengo Ohashi
    • Tomoko Matsuoka
    • Tomoaki Yoshimura
  • View Affiliations

  • Published online on: December 6, 2022     https://doi.org/10.3892/br.2022.1593
  • Article Number: 11
Metrics: Total Views: 0 (Spandidos Publications: | PMC Statistics: )
Total PDF Downloads: 0 (Spandidos Publications: | PMC Statistics: )


Abstract

Existing recommendations regarding pharmaceutical interventions for patients with coronavirus disease 2019 (COVID‑19) focus on outpatient, inpatient and post‑discharge care. However, there are no studies examining the actual activities of pharmacists in relation to hospitalised patients. The present study aimed to identify pharmacists' roles by analysing cases of pharmaceutical interventions, particularly for patients admitted to high‑care units. Pharmacological interventions were provided to patients with severe COVID‑19 or patients at high risk of severe disease in 2021. These pharmaceutical interventions were analysed and evaluated. Pharmacists also developed a COVID‑19 drug compatibility chart for use by care team members. In the present study, 54 patients were included, of which 33 were severe cases. A total of 28 patients (52%) received pharmacological interventions and 25 of them were severe cases. Out of 68 pharmacological interventions, interventions for antimicrobial agents were the most common (28 interventions), followed by nutrition and anti‑COVID‑19 drug‑related interventions. In addition, the need for interventions relating to drug compatibility was reduced by ~43% after the drug compatibility chart was implemented. In conclusion, pharmacists have a responsibility to improve the quality of pharmacotherapy for patients with COVID‑19. They should focus on creating specific pharmacotherapy tools for patients with COVID‑19 and supporting appropriate antimicrobial use for secondary bacterial infections.

Introduction

Coronavirus disease 2019 (COVID-19) is an infectious disease that continues to have a major worldwide impact. Governments have been imposing strong infection control measures to minimise the negative impacts of COVID-19, such as maintaining physical distancing and wearing masks (1). It is important to provide prompt and high-quality medical care for patients with COVID-19 who require medical interventions. Thus, pharmacists, as members of the healthcare team, have an important responsibility to improve the quality of drug therapy.

While numerous efforts have been made by healthcare providers to improve the quality of care for patients with COVID-19, the role of the pharmacist in this process has remained to be clarified (2,3). The pharmacist's role has been proposed to include medication counselling, management of long-term prescriptions to reduce the frequency of hospital visits and drug delivery (4,5). These activities are generally related to supporting outpatient care for patients with comorbidities who require long-term management, although there are several consistent recommendations regarding the tasks expected of pharmacists for patients hospitalised with COVID-19 (6,3). Simply put, pharmacists should support pharmaceutical care services by participating in making evidence-based decisions for medication, monitoring and evaluating medication safety and efficacy, providing enhanced care for special populations and patients with combined underlying diseases, monitoring and management of convalescent plasma therapy, providing emotional counselling and psychological support, and providing scientific information about COVID-19 vaccines. However, there have been few studies on pharmacists' actual approaches to inpatient pharmacotherapy in the context of COVID-19(7).

At the same time, there is abundant evidence for the role of pharmacists in managing hospitalised patients without COVID-19. The Society of Critical Care Medicine has proposed 82 types of roles for pharmacists, including patient care and improving the quality of medical care. Above all, ensuring the safety and effectiveness of drug therapy is an essential task for pharmacists (8). Patients with severe COVID-19 require endotracheal intubation and must receive multidisciplinary treatment. Among these, drug therapy occupies an important place, with antiviral therapy centered on remdecivir, immunomodulatory therapy with steroids and tocilizumab, and anticoagulation therapy. Numerous other drugs are also in use, including antimicrobial therapy for complicated infections and analgesics and sedatives for pain during endotracheal intubation. Therefore, pharmacists, as experts in pharmacology, need to contribute to safe and effective drug therapy.

Against this background, the present study retrospectively examined pharmacist interventions among hospitalised patients with COVID-19, particularly severe cases. By doing so, the present study aimed to clarify the pharmacist's role in COVID-19 inpatient admissions and to identify standardised tasks to be performed by pharmacists.

Patients and methods

Selection of cases

Patients with COVID-19 admitted to the emergency center of Ogaki Municipal Hospital (Ogaki, Japan) between the 1st of January and 31st of December 2021 were included in the present study. Enrolment in this study was done retrospectively. This hospital had been designated as a COVID-19 priority medical institution in the Gifu Prefecture of Japan; nine beds in the emergency center were reserved for patients with severe COVID-19 or those at high risk of severe disease. This study included all patients who used these beds. An overview of the present study is provided in Fig. 1.

Intervention by pharmacists

During the study period, the clinical pharmacist in charge of ward pharmacy services at the high-care units provided pharmacological management for patients with COVID-19. The high-care unit is a ward that is commonly used in Japan to care for critically ill patients, similar to the intensive care unit. A clinical pharmacist collected patient information from electronic medical records to perform pharmacy management, and in addition, information was collected from physicians, nurses and other healthcare professionals as necessary. For severe cases of COVID-19, the pharmacist participated in weekday conferences with physicians, nurses, physical therapists and clinical engineering technicians to share information. The pharmacist addressed pharmacological management issues and interventions to improve the quality of patient care.

In addition, to aid comprehension of drug compatibility for injectable drugs, a drug compatibility chart was created exclusively for patients with COVID-19, which had been put into operation on the 1st of August 2021. The drug compatibility chart was limited to those drugs that were frequently used by physicians dealing with severe cases. The chart was also designed concisely so that it could be easily referred to, even during busy working hours while wearing personal protective equipment. In addition, it depicted examples of intravenous injection route combinations of the commonly used drugs. This table was prepared with reference to those that have been reported to be useful in the past (9,10). The chart is presented in Table I.

Table I

Drug compatibility chart for severe COVID-19 cases: Combination of continuous injections that should not be mixed.

Table I

Drug compatibility chart for severe COVID-19 cases: Combination of continuous injections that should not be mixed.

DrugsAmino acidDobutamineNicardipineNor-adrenalinehANPInsulinFurosemideHeparin
Amino acid  x x   
Dobutamine    x  x
Nicardipinex    x  
Nor-adrenaline     x  
hANPxx   xxx
Insulin  xxx   
Furosemide    x   
Heparin x  x   

[i] Examples of frequently used infusions: i) Fluid 3 + insulin + fentanyl; ii) lactated ringer + hANP + (nicardipine or nor-adrenaline); iii) DEX + (nicardipine or nor-adrenaline) + dobutamine. Drugs that are injected intravenously as a single dose, such as antibiotics, are administered through i). COVID-19 injection route: Fluid 3, fentanyl, DEX, nitroglycerin and propofol may be injected from anywhere. Lactated ringer and nicardipine (>5 ml/h) should be used with caution (the position of lactated ringer should be changed). Fluid 3, maintenance fluid in Japan; DEX, dexmedetomidine; hANP, human atrial natriuretic peptide; COVID-19, coronavirus disease 2019.

Evaluation methods

Interventions by pharmacists were classified according to their content. Two methods were used for classification. First, the interventions were classified according to the reason for the use of the drug that was the subject of the intervention and its pathophysiology. For instance, a case in which the pharmacist proposed steroid administration considering the stage of COVID-19 or discontinuation of remdesivir was classified as an ‘intervention for COVID-19 drugs’. Second, referring to previous research (6,3), the interventions were categorised according to their purpose: i) Evidence-based decisions for medication; ii) medication safety; iii) medication efficacy; iv) drug interaction and management; v) pharmaceutical care for special populations; and vi) pharmaceutical care for patients with combined underlying diseases. Each item was counted for interventions relating to multiple items. For instance, designing antimicrobial dosing for haemodialysis patients fulfilled items ii), iii) and v). Pharmacist interventions that were continuous over a long period, such as drug blood level monitoring, were counted as a single intervention.

In the present study, patients were classified by respiratory physicians upon admission according to the severity classification widely used in Japan (11): Mild disease (no pneumonia), moderate disease I (no respiratory failure), moderate disease II (pneumonia but no ventilatory management) or severe disease (mechanical ventilation required).

Statistical analysis

The usefulness of the injectable drug compatibility chart was evaluated using Fisher's exact test for the proportion of intervention cases prior to and after the start of its operation. EZRver2.3 (The R Foundation for Statistical Computing) was used for all statistical analyses. P<0.05 was considered to indicate statistical significance.

Results

Patient characteristics

A total of 54 patients were included in the present study, with 33 cases of severe disease and 16 cases of moderate disease II. There were also 2 mild and 3 moderate I cases who were considered to be at high risk for severe disease. Details on the patients' backgrounds are presented in Table II. Of these patients, 28 (52%) were subjected to pharmacist interventions, 25 of which were severe cases. There were 68 pharmacist interventions in total.

Table II

Patient characteristics (n=54).

Table II

Patient characteristics (n=54).

ParameterValue
Age, years64 (50-73)
Male sex37 (68.5)
Body mass index, kg/m225.9 (22.3-31.5)
Body weight, kg69.5 (57.3-86)
Hemodialysis treatment2 (3.7)
Underlying diseases 
     Diabetes17 (31.4)
     Hypertension11 (20.3)
     Stroke8 (14.8)
     Pulmonary diseasesa7 (13.0)
     Tumor3 (5.6)
Severityb 
     Mild2 (3.7)
     Moderate I3 (5.6)
     Moderate II16 (29.6)
     Severe33 (61.1)
Medical intervention 
     Mechanical ventilation32 (59.3)
     Extracorporeal membrane oxygenation2 (3.7)
     Remdesivir47 (87.0)
     Steroid50 (92.6)
     Antithrombotic drugs18 (33.3)
     Antibiotics36 (66.7)
Intubation or until tracheostomy, days14 (11-20)
Length of stay, days24 (15-38)
Length of stay in high care unit, days13 (5-19)
Clinical outcome 
     Home discharge35 (64.8)
     Transfer or institutional discharge7 (13.0)
     Death13 (24.1)

[i] Values are expressed as n (%) or median (interquartile range).

[ii] aChronic obstructive pulmonary disease and asthma;

[iii] bPatients were classified by respiratory physicians upon admission according to the severity classification widely used in Japan: Mild disease (no pneumonia), moderate disease I (no respiratory failure), moderate disease II (pneumonia but no ventilatory management) or severe disease (mechanical ventilation required).

Classification of pharmacist interventions for patients with COVID-19

The classification of pharmacist interventions is indicated in Table III. In terms of target drugs or conditions, antimicrobial interventions were the most common, accounting for 28 cases (41.2%). This was followed by interventions related to nutrition and infusion (10.3%), as well as COVID-19 drugs (8.8%). In addition, according to the abovementioned classification, based on previous studies (6,3), interventions related to the safe use of medicines were the most common, followed by interventions focused on achieving high efficacy.

Table III

Classification of pharmacological interventions.

Table III

Classification of pharmacological interventions.

A, Classification by target drug or condition of intervention (n=68)
Pharmacological interventionN
Antimicrobial agent28
Nutritional supplements and infusions7
Anti-COVID-19 drugs6
Antithrombotic drugs5
Medication for underlying diseases4
Sedation and delirium medications2
Diuretics2
Others1
Compatibility management13
B, Classification based on previous studies (n=68 cases) (3,7)
Pharmacological interventionN
Evidence-based decision-making for medication6
Monitoring and evaluation of medication safety37
Monitoring and evaluation of medication efficacy28
Drug interaction management14
Pharmaceutical care for special populations17
Pharmaceutical care for patients with combined underlying diseases5
Others2

[i] COVID-19, coronavirus disease 2019.

Table IV provides examples of pharmacist interventions for the patient population of the present study. The most common intervention was the recommendation to change to an appropriate antimicrobial agent due to the detection of drug-resistant bacteria. The most common intervention was to suggest appropriate antimicrobials for drug-resistant organisms. Another common intervention was therapeutic drug monitoring to maximize efficacy and contribute to safety.

Table IV

Examples of pharmaceutical interventions.

Table IV

Examples of pharmaceutical interventions.

Summary of pharmaceutical interventionIntervention target drugsExpected benefitsNumber of cases with similar interventions within the present study
Therapeutic drug monitoring of vancomycin in patients with severe obesity or renal failureAntibioticsMaximisation of effectiveness and minimisation of side effects7
Recommendation to change to an appropriate antimicrobial due to the detection of drug-resistant bacteriaAntibioticsMaximisation of effectiveness8
Recommendations for antimicrobial dosing according to renal function and other factorsAntibioticsMaximisation of effectiveness and minimisation of side effects4
Recommendation to end unnecessary zinc supplementationNutritional supplementsMinimisation of side effects; cost reduction2
Recommendation to change from oligomeric formula enteral nutrition to polymeric formula enteral nutrition for patients without gastrointestinal tract function problemsNutritional supplementsIncrease of physiological nutrient supply2
Recommendation to discontinue remdesivir in palliative treatment patientsAnti-COVID-19 drugsMinimisation of side effects; cost reduction1
Recommendation to discontinue remdesivir dosing beyond 10 daysAnti-COVID-19 drugsEvidence-based treatment practices; cost reduction1
Recommendations for anticoagulant use or activated partial thromboplastin time monitoring in patients experiencing atrial fibrillationAntithrombotic drugsEvidence-based treatment practices4
Recommendations not to interrupt antiplatelet medications in patients with a history of myocardial infarctionMedication for underlying diseasesEvidence-based treatment practices2
Recommendation to discontinue diuretics in anuric patients dependent on hemodialysisDiureticsMinimisation of side effects; cost reduction1

[i] COVID-19, coronavirus disease 2019.

Outcomes from the use of the specific COVID-19 treatment drug compatibility chart

Before to the use of the drug compatibility chart, pharmacist interventions for drug compatibility were provided to 9 of 34 patients (26.5%). After its use, 3 of 20 patients (15.0%) received interventions. There was no statistically significant difference between the two groups (P=0.5). With regard to severe cases, interventions were performed in 9 of 21 (42.9%) cases before the chart's use and 3 of 12 (25%) cases after its use. There was no significant difference between the two groups (P=0.5). Obstruction of the intravenous administration route occurred once before and once after the use of the drug compatibility chart.

Discussion

The present study provides information on the role of pharmacists in team care for patients with COVID-19 admitted to an intensive care unit. The study demonstrates that several pharmacist interventions are used, particularly for severely ill patients with COVID-19. In other words, pharmacists may improve the quality of drug treatments for patients with COVID-19 through a variety of interventions. The study also suggests that providing information about antimicrobials and combination changes to patients with COVID-19 is an important task for pharmacists.

Klopotowska et al (12) reported that antimicrobial-related interventions accounted for 23.4% of all prescribing interventions by resident pharmacists in intensive care units. In the present study, antimicrobial-related interventions accounted for the largest proportion of pharmacist interventions, i.e. ~40%. The reason for the higher rate of antimicrobial interventions than in previous studies may be that secondary bacterial infections frequently occur in patients with COVID-19. Infections caused by drug-resistant organisms such as methicillin-resistant Staphylococcus aureus are particularly problematic in severe cases (13). In general, the treatment of drug-resistant organisms frequently involves a difficult choice of antimicrobial agents; drugs that require therapeutic drug monitoring, such as vancomycin, are often necessary. In addition, severe COVID-19 cases frequently occur among elderly patients with impaired organ function and obese patients, for whom drug doses must be carefully adjusted (14,15). Furthermore, while intravenous antimicrobials are used in >80% of patients with severe COVID-19(16), complications from bacterial infection are thought to occur in ~8% of cases (17). Thus, the inappropriate use of antimicrobial agents may be an issue; therefore, such treatments must be optimised. Accordingly, pharmacists with expertise in antimicrobial chemotherapy are expected to have a significant role in the care of critically ill patients with COVID-19.

Providing information on drug compatibility accounted for 19% of the pharmacist interventions. In the present study, pharmacists were unable to perform bedside intravenous drip route checks from an infection control perspective. Therefore, interventions were required to be based on prescription details and information about the intravenous route from care team members, considering the risk of drug compatibility. Consequently, the route of administration was required to be discussed for most cases over time, which required significant effort among care team members. Pharmacists attempted to simplify this process by creating a drug compatibility chart.

In the present study, the usefulness of the chart could not be statistically confirmed. However, after the creation of the drug compatibility chart, the number of situations in which pharmacist interventions were necessary decreased by ~43%, which may have reduced the burden on the medical team and on the patients. There have been several studies on drug compatibility charts and their usefulness (9,10). However, no studies have focused on the creation of a chart tailored to the characteristics of COVID-19. In caring for patients with COVID-19, the creation of individualised tools that focus only on drugs suitable for these patients and are easily visible even when personal protective equipment is required. Creating effective tools to minimise drug-related problems is an important responsibility for pharmacists.

The present study has several limitations. First, the study reported from a single center and thus did not consider the impact of facility conditions and care team skills. Another limitation is the small sample size. The sample size and intervention rate of the present study yielded a statistical power of 0.09; this value is low and the results should thus be interpreted with caution. However, the 43% reduction in the requirement of pharmacist intervention for drug compatibility is clinically important. Furthermore, the present study analysed the content of pharmacist interventions; however, there is limited information on whether these interventions led to improved clinical outcomes. In addition, as pharmacy management was conducted without any direct patient observation in terms of infection control, information related to efficacy and side effects was only obtained at the case review by the care team, which may have led to a decrease in the quality and number of interventions. It is esteemed that future studies will address these issues.

COVID-19 is a new infectious disease with a short history and its pharmacological treatment is still evolving. In the present study, interventions were applied that led to the appropriate use of remdesivir. In other words, pharmacists are required to organise information about COVID-19 drugs and provide interventions that promote their proper use. In addition, diabetes mellitus and cerebral infarction have been reported as risk factors regarding the severity of COVID-19 and a large proportion of patients with underlying diseases are at risk (18). In other words, numerous patients with COVID-19 are taking certain medications prior to admission and supporting seamless pharmacy management for patients with severe disease is a key task for pharmacists.

In summary, the present study indicated that pharmacists have a responsibility to improve the quality of pharmacotherapy for patients with COVID-19, with a focus on creating specific medication-related tools and supporting the appropriate use of antimicrobials for secondary bacterial infections.

Acknowledgements

Not applicable.

Funding

Funding: No funding was received.

Availability of data and materials

The datasets generated and analyzed in this study are available from the corresponding author upon reasonable request.

Authors' contributions

YS conceived and designed the study, acquired and interpreted the data and wrote the manuscript. KO, TM and TY contributed to the interpretation of the data. All authors have read and approved the final manuscript. YS, KO, TM and TY reviewed manuscript and confirm the authenticity of all the raw data.

Ethics approval and consent to participate

In accordance with the ethical code of our hospital, opt-out consent was obtained for all patients. This study was conducted in accordance with the Ethical Guidelines in Japan with approval from the Clinical Research Review Committee at Ogaki Municipal Hospital (Ogaki, Japan) and with considerations for the protection of personal information (approval no. 20220428-14).

Patient consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

References

1 

Chu DK, Akl EA, Duda S, Solo K, Yaacoub S and Schünemann HJ: COVID-19 Systematic Urgent Review Group Effort (SURGE) study authors. Physical distancing, face masks, and eye protection to prevent person-to-person transmission of SARS-CoV-2 and COVID-19: A systematic review and meta-analysis. Lancet. 395:1973–1987. 2020.PubMed/NCBI View Article : Google Scholar

2 

Mistretta FA, Luzzago S, Molendini LO, Ferro M, Dossena E, Mastrilli F, Musi G and de Cobelli O: A guide for oncologic patient management during COVID-19 pandemic: The initial experience of an Italian oncologic hub with exemplificative focus on Uro-oncologic patients. Cancers (Basel). 12(1513)2020.PubMed/NCBI View Article : Google Scholar

3 

Song Z, Hu Y, Ren Z, Wang G, Liu S, Zheng S, Yang L and Zhao R: Optimal management of the public and patients by pharmacists in the era of COVID-19: An evidence-based review and practical recommendations. Front Public Health. 9(758325)2022.PubMed/NCBI View Article : Google Scholar

4 

Li M, Razaki H, Mui V, Rao P and Brocavich S: The pivotal role of pharmacists during the 2019 coronavirus pandemic. J Am Pharm Assoc (2003). 60:e73–e75. 2020.PubMed/NCBI View Article : Google Scholar

5 

Nguy J, Hitchen SA, Hort AL, Huynh C and Rawlins MDM: The role of a Coronavirus disease 2019 pharmacist: An Australian perspective. Int J Clin Pharm. 42:1379–1384. 2020.PubMed/NCBI View Article : Google Scholar

6 

Song Z, Hu Y, Zheng S, Yang L and Zhao R: Hospital pharmacists' pharmaceutical care for hospitalized patients with COVID-19: Recommendations and guidance from clinical experience. Res Social Adm Pharm. 17:2027–2031. 2021.PubMed/NCBI View Article : Google Scholar

7 

Gillespie L, Khan RZ, Stillson JE, Bunch CM, Shariff FS, Speybroeck J, Grisoli A, Schmidt MW, Phyu H, Jablonski J, et al: Impact of a clinical pharmacist on ultrasound-guided venous thromboembolism screening in hospitalized COVID-19 patients: A pilot prospective study. J Pharm Health Care Sci. 7(19)2021.PubMed/NCBI View Article : Google Scholar

8 

Lat I, Paciullo C, Daley MJ, MacLaren R, Bolesta S, McCann J, Stollings JL, Gross K, Foos SA, Roberts RJ, et al: Position paper on critical care pharmacy services: 2020 Update. Crit Care Med. 48:e813–e834. 2020.PubMed/NCBI View Article : Google Scholar

9 

Kondo M, Tanaka C, Tagami T, Nagano M, Sugaya K, Tagui N, Kaneko J, Kudo S, Kuno M, Unemoto K and Takase H: Utility of a compatibility chart for continuous infusions in the intensive care unit. J Nippon Med Sch. 89:227–232. 2022.PubMed/NCBI View Article : Google Scholar

10 

Maison O, Tardy C, Cabelguenne D, Parat S, Ducastelle S, Piriou V, Lepape A and Lalande L: Drug incompatibilities in intravenous therapy: Evaluation and proposition of preventive tools in intensive care and hematology units. Eur J Clin Pharmacol. 75:179–187. 2019.PubMed/NCBI View Article : Google Scholar

11 

Oda Y, Shimada M, Shiraishi S and Kurai O: Treatment and outcome of COVID-19 patients in a specialized hospital during the third wave: Advance of age and increased mortality compared with the first/second waves. JA Clin Rep. 7(85)2021.PubMed/NCBI View Article : Google Scholar

12 

Klopotowska JE, Kuiper R, van Kan HJ, de Pont AC, Dijkgraaf MG, Lie-A-Huen L, Vroom MB and Smorenburg SM: On-ward participation of a hospital pharmacist in a Dutch intensive care unit reduces prescribing errors and related patient harm: An intervention study. Crit Care. 14(R174)2010.PubMed/NCBI View Article : Google Scholar

13 

Ahmed N, Khan M, Saleem W, Karobari MI, Mohamed RN, Heboyan A, Rabaan AA, Mutair AA, Alhumaid S, Alsadiq SA, et al: Evaluation of Bi-Lateral Co-Infections and antibiotic resistance rates among COVID-19 patients. Antibiotics (Basel). 11(276)2022.PubMed/NCBI View Article : Google Scholar

14 

Cai Z, Yang Y and Zhang J: Obesity is associated with severe disease and mortality in patients with coronavirus disease 2019 (COVID-19): A meta-analysis. BMC Public Health. 21(1505)2021.PubMed/NCBI View Article : Google Scholar

15 

Dadras O, SeyedAlinaghi S, Karimi A, Shamsabadi A, Qaderi K, Ramezani M, Mirghaderi SP, Mahdiabadi S, Vahedi F, Saeidi S, et al: COVID-19 mortality and its predictors in the elderly: A systematic review. Health Sci Rep. 5(e657)2022.PubMed/NCBI View Article : Google Scholar

16 

Guan WJ, Ni ZY, Hu Y, Liang WH, Ou CQ, He JX, Liu L, Shan H, Lei CL, Hui DSC, et al: Clinical characteristics of coronavirus disease 2019 in China. N Engl J Med. 382:1708–1720. 2020.PubMed/NCBI View Article : Google Scholar

17 

Langford BJ, So M, Raybardhan S, Leung V, Westwood D, MacFadden DR, Soucy JR and Daneman N: Bacterial co-infection and secondary infection in patients with COVID-19: A living rapid review and meta-analysis. Clin Microbiol Infect. 26:1622–1629. 2020.PubMed/NCBI View Article : Google Scholar

18 

Terada M, Ohtsu H, Saito S, Hayakawa K, Tsuzuki S, Asai Y, Matsunaga N, Kutsuna S, Sugiura W and Ohmagari N: Risk factors for severity on admission and the disease progression during hospitalisation in a large cohort of patients with COVID-19 in Japan. BMJ Open. 11(e047007)2021.PubMed/NCBI View Article : Google Scholar

Related Articles

Journal Cover

February-2023
Volume 18 Issue 2

Print ISSN: 2049-9434
Online ISSN:2049-9442

Sign up for eToc alerts

Recommend to Library

Copy and paste a formatted citation
x
Spandidos Publications style
Shinoda Y, Ohashi K, Matsuoka T and Yoshimura T: Analysis of pharmacological interventions among hospitalised patients with COVID‑19: A focus on severe cases. Biomed Rep 18: 11, 2023
APA
Shinoda, Y., Ohashi, K., Matsuoka, T., & Yoshimura, T. (2023). Analysis of pharmacological interventions among hospitalised patients with COVID‑19: A focus on severe cases. Biomedical Reports, 18, 11. https://doi.org/10.3892/br.2022.1593
MLA
Shinoda, Y., Ohashi, K., Matsuoka, T., Yoshimura, T."Analysis of pharmacological interventions among hospitalised patients with COVID‑19: A focus on severe cases". Biomedical Reports 18.2 (2023): 11.
Chicago
Shinoda, Y., Ohashi, K., Matsuoka, T., Yoshimura, T."Analysis of pharmacological interventions among hospitalised patients with COVID‑19: A focus on severe cases". Biomedical Reports 18, no. 2 (2023): 11. https://doi.org/10.3892/br.2022.1593