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Aslan AT, Akova M. Recent updates in treating carbapenem-resistant infections in patients with hematological malignancies. Expert Rev Anti Infect Ther 2024; 22:1055-1071. [PMID: 39313753 DOI: 10.1080/14787210.2024.2408746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 09/19/2024] [Accepted: 09/22/2024] [Indexed: 09/25/2024]
Abstract
INTRODUCTION Patients with hematological malignancies (PHMs) are at increased risk for infections caused by carbapenem-resistant organisms (CROs) due to frequent exposure to broad-spectrum antibiotics and prolonged hospital stays. These infections result in high mortality and morbidity rates along with delays in chemotherapy, longer hospitalizations, and increased health care costs. AREAS COVERED Treatment alternatives for CRO infections in PHMs. EXPERT OPINION The best available treatment option for KPC and OXA-48 producers is ceftazidime/avibactam. Imipenem/cilastatin/relebactam and meropenem/vaborbactam remain as the alternative options. They can also be used as salvage therapy in KPC-positive Enterobacterales infections resistant to ceftazidime/avibactam, if in vitro susceptibility is shown. Treatment of metallo-β-lactamase producers is an unmet need. Ceftazidime/avibactam plus aztreonam or aztreonam/avibactam seems to be the most reliable option for metallo-β-lactamase producers. As a first-line option for carbapenem-resistant Pseudomonas aeruginosa infections, ceftolozane/tazobactam is preferable and ceftazidime/avibactam and imipenem/cilastatin/relebactam constitute alternative regimens. Although sulbactam/durlobactam is the most reliable option against carbapenem-resistant Acinetobacter baumannii infections, its utility as monotherapy and in PHMs is not yet known. Cefiderocol can be selected as a 'last-resort' option for CRO infections. New risk score models supported by artificial intelligence algorithms can be used to predict the exact risk of infections in previously colonized patients.
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Affiliation(s)
- Abdullah Tarık Aslan
- Faculty of Medicine, UQ Centre for Clinical Research, The University of Queensland, Brisbane, Queensland, Australia
| | - Murat Akova
- Faculty of Medicine, Infectious Diseases and Clinical Microbiology, Hacettepe University, Ankara, Türkiye
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Bulman ZP, Cao L, Curry BN, Biagi M, Vivo A, Suda KJ, Evans CT. Ceftazidime/avibactam alone or in combination with an aminoglycoside for treatment of carbapenem-resistant Enterobacterales infections: A retrospective cohort study. Int J Antimicrob Agents 2024; 64:107321. [PMID: 39242050 PMCID: PMC11540728 DOI: 10.1016/j.ijantimicag.2024.107321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 08/21/2024] [Accepted: 08/29/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND Ceftazidime/avibactam is one of the preferred treatment options for carbapenem-resistant Enterobacterales (CRE). However, the benefit of combining ceftazidime/avibactam with another antibiotic remains unclear. OBJECTIVES To identify variables associated with treatment failure during the use of ceftazidime/avibactam for CRE infections and assess the effect of combining an aminoglycoside with ceftazidime/avibactam. METHODS This was a retrospective cohort study of patients with a positive CRE culture treated with ceftazidime/avibactam between 2015 and 2021 in 134 Veterans Affairs (VA) facilities. The primary outcome was 30-day mortality and the secondary outcome was in-hospital mortality. A subanalysis in patients who received an aminoglycoside was also performed. RESULTS A total of 303 patients were included. The overall 30-day and in-hospital mortality rates were 12.5% and 24.1%, respectively. Age (aOR 1.052, 95% CI 1.013-1.093), presence in the ICU (aOR 2.704, 95% CI 1.071-6.830), and receipt of an aminoglycoside prior to initiation of ceftazidime/avibactam (aOR 4.512, 95% CI 1.797-11.327) were independently associated with 30-day mortality. In the subgroup of patients that received an aminoglycoside (n = 77), their use in combination with ceftazidime/avibactam had a 30-day mortality aOR of 0.321 (95% CI, 0.089-1.155). CONCLUSION In veterans treated with ceftazidime/avibactam for CRE infections, increased age, receipt of an empiric aminoglycoside, and presence in the ICU at the time of index culture were associated with higher 30-day mortality. Among patients who received an aminoglycoside, their use in combination with ceftazidime/avibactam trended toward protectiveness of 30-day mortality, suggesting a potential role for this combination to treat CRE infections in patients who are more severely ill.
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Affiliation(s)
- Zackery P Bulman
- Department of Pharmacy Practice, University of Illinois Chicago College of Pharmacy, Chicago, IL, USA.
| | - Lishan Cao
- Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr VA Hospital, Hines, IL, USA
| | - Brooke N Curry
- Department of Pharmacy Practice, University of Illinois Chicago College of Pharmacy, Chicago, IL, USA
| | - Mark Biagi
- Department of Pharmacy Practice, University of Illinois Chicago College of Pharmacy, Chicago, IL, USA
| | - Amanda Vivo
- Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr VA Hospital, Hines, IL, USA
| | - Katie J Suda
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, U.S. Department of Veterans Affairs, Pittsburgh, PA, USA; Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Charlesnika T Evans
- Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr VA Hospital, Hines, IL, USA; Center for Health Services and Outcomes Research and Department of Preventive Medicine, Institute for Public Health and Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Hsu W, Chuang MH, Tsai WW, Lai CC, Lai HY, Tang HJ. Ceftazidime-avibactam combination therapy versus monotherapy for treating carbapenem-resistant gram-negative infection: a systemic review and meta-analysis. Infection 2024; 52:2029-2042. [PMID: 38739208 DOI: 10.1007/s15010-024-02277-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 04/18/2024] [Indexed: 05/14/2024]
Abstract
BACKGROUND This meta-analysis was conducted to compare the efficacy of ceftazidime-avibactam combination therapy with that of monotherapy in the treatment of carbapenem-resistant Gram-negative bacterial (CR-GNB). METHODS A literature search of PubMed, Embase, the Cochrane Library, and ClinicalTrials.gov was conducted until September 1, 2023. Only studies that compared CZA combination therapy with monotherapy for CR-GNB infections were included. RESULTS A total of 25 studies (23 retrospective observational studies and 2 prospective studies) involving 2676 patients were included. There was no significant difference in 30-day mortality between the study group receiving combination therapy and the control group receiving monotherapy (risk ratio [RR] 0.91; 95% confidence interval [CI] 0.71-1.18). In addition, no significant differences were observed between the study and the control group in terms of in-hospital mortality (RR 1.00; 95% CI 0.79-1.27), 14-day mortality (RR 1.54; 95% CI 0.24-9.91), 90-day mortality (RR 1.18; 95% CI 0.62-2.22), and clinical cure rate (RR 0.95; 95% CI 0.84-1.08). However, the combination group had a borderline higher microbiological eradication rate than the control group (RR 1.15; 95% CI 1.00-1.32). CONCLUSIONS Compared to monotherapy, CZA combination therapy did not yield additional clinical benefits. However, combination therapy may be associated with favorable microbiological outcomes.
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Affiliation(s)
- Wei Hsu
- Department of Internal Medicine, Division of Hospital Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Min-Hsiang Chuang
- Department of Internal Medicine, Division of Hospital Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Wen-Wen Tsai
- Department of Neurology, Chi Mei Medical Center, Tainan, Taiwan
| | - Chih-Cheng Lai
- Department of Intensive Care Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Hsin-Yu Lai
- Department of Internal Medicine, Division of Hospital Medicine, Chi Mei Medical Center, Tainan, Taiwan.
| | - Hung-Jen Tang
- Department of Internal Medicine, Division of Hospital Medicine, Chi Mei Medical Center, Tainan, Taiwan.
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Soman R, Veeraraghavan B, Hegde A, Varma S, Todi S, Singh RK, Nagavekar V, Rodrigues C, Swaminathan S, Ramsubramanian V, Ansari A, Chaudhry D, Pednekar A, Bhagat S, Patil S, Barkate H. Indian consensus on the managemeNt of carbapenem-resistant enterobacterales infection in critically ill patients II (ICONIC II). Expert Rev Anti Infect Ther 2024; 22:453-468. [PMID: 38790080 DOI: 10.1080/14787210.2024.2360116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 05/22/2024] [Indexed: 05/26/2024]
Abstract
INTRODUCTION The rising challenge of carbapenem-resistant Enterobacterales (CRE) infections in Indian healthcare settings calls for clear clinical guidance on the management of these infections. The Indian consensus on the management of CRE infection in critically ill patients (ICONIC-II) is a follow-up of the ICONIC-I study, which was undertaken in 2019. AREAS COVERED A modified Delphi method was used to build expert consensus on CRE management in India, involving online surveys, face-to - face expert meetings, and a literature review. A panel of 12 experts was formed to develop potential clinical consensus statements (CCSs), which were rated through two survey rounds. The CCSs were finalized in a final face-to - face discussion. The finalized CCSs were categorized as consensus, near consensus, and no consensus. EXPERT OPINION The outcomes included 46 CCSs (consensus: 40; near consensus: 3; and no consensus: 3). The expert panel discussed and achieved consensus on various strategies for managing CRE infections, emphasizing the significance of existing and emerging resistance mechanisms, prompt and tailored empiric therapy, and use of combination therapies. The consensus statements based on the collective expertise of the panel can potentially assist clinicians in the management of CRE infections that lack high-level evidence.
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Affiliation(s)
- Rajeev Soman
- Department of Infectious Diseases, Jupiter Hospital, Pune, India
| | | | - Ashit Hegde
- Department of Critical care, PD Hinduja National Hospital and Medical Research Centre, Mumbai, India
| | - Subhash Varma
- Internal Medicine and Hematology Fortis Hospital Mohali, Mohali, India
| | - Subhash Todi
- Department of Critical Care and Emergency Medicine, AMRI Hospital, Kolkata, India
| | - R K Singh
- Department of Emergency Medicine, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
| | - Vasant Nagavekar
- Department of Infectious Disease, Lilavati Hospital and Research Centre, Mumbai, Maharashtra, India
| | - Camilla Rodrigues
- Department of Microbiology and Serology, PD Hinduja Hospital and Medical Research Centre, Mumbai, Maharashtra, India
| | | | - V Ramsubramanian
- Department of Infectious Diseases, Apollo Hospital, Chennai, India
| | - Abdul Ansari
- Department of Critical Care Services, Nanavati Super Speciality Hospital, Mumbai, Maharashtra, India
| | - Dhruva Chaudhry
- Department of Pulmonary and Critical care medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak, Haryana, India
| | - Amullya Pednekar
- Department of Global Medical Affairs, Glenmark Pharmaceuticals Ltd, Mumbai, Maharashtra, India
| | - Sagar Bhagat
- Department of Global Medical Affairs, Glenmark Pharmaceuticals Ltd, Mumbai, Maharashtra, India
| | - Saiprasad Patil
- Department of Global Medical Affairs, Glenmark Pharmaceuticals Ltd, Mumbai, Maharashtra, India
| | - Hanmant Barkate
- Department of Global Medical Affairs, Glenmark Pharmaceuticals Ltd, Mumbai, Maharashtra, India
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Abu Jaber AMR, Basgut B, Hawan AA, Al Shehri AA, AlKahtani SA, Ahmed NJ, Abdi A. The Clinical Efficacy of Adding Ceftazidime/Avibactam to Standard Therapy in Treating Infections Caused by Carbapenem-Resistant Klebsiella pneumonia with blaOXA-48-like Genes. Antibiotics (Basel) 2024; 13:265. [PMID: 38534700 DOI: 10.3390/antibiotics13030265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 03/12/2024] [Accepted: 03/13/2024] [Indexed: 03/28/2024] Open
Abstract
Ceftazidime/avibactam (CAZ-AVI) is FDA-approved for managing infections caused by resistant gram-negative bacilli, particularly infections via carbapenem-resistant Enterobacterales pathogens. The clinical data are still limited, particularly those in Saudi Arabia. The present study is a retrospective cohort study that was carried out at the Armed Forces Hospital in the southern region of Saudi Arabia to compare the clinical and microbiological outcomes for CAZ-AVI-treated patients as monotherapy and as an add-on to standard therapy for carbapenem-resistant Klebsiella pneumonia (CRKP) OXA-48 infections to those treated with standard drugs. The study included CRKP OXA-48-like infected patients who were administered antibiotics for more than seven days from 1 August 2018 to May 2023. Patients' baseline characteristics and demography were extracted from the clinical records, and their clinical/microbiology efficiencies were assessed as per the corresponding definitions. Univariate and multivariate logistic regressions were conducted to identify the potential independent variable for CAZ-AVI efficiency. A total of 114 patient files were included for the evaluation. Among these patients, 64 used CAZ-AVI combined with standard therapy and were included in the intervention group, and 50 of them used standard therapy and were included in the comparative group. Following analysis, CAZ-AVI's clinical success was 42.2% (p = 0.028), while the intervention versus comparative groups showed decreased 30-day all-cause mortality (50.0% versus 70.0%; p = 0.036) and infection recurrence (7.8% versus 24.0%; p = 0.019), as well as substantially increased rates of microbial eradication (68.8% versus 42.0%; p = 0.007). CAZ-AVI add-on therapy rather than monotherapy showed statistically significant favored clinical and microbial outcomes over the standard therapy. Furthermore, sex (female %), ICU admission, and fever were negatively associated with patients' 30-day all-cause mortality, serving as independent negative factors. Only fever, CRP bio levels, inotropes, and ICU admissions were significant predictors influencing the CAZ-AVI's clinical efficiency. The duration of CAZ-AVI therapy positively influenced CAZ-AVI's microbial eradication, while both WBC counts and fever experiences were negative predictors. This study shows the effective usage of CAZ-AVI against CRKP OXA-48-like infections. The influencing independent variables depicted here should recommend that clinicians individualize the CAZ-AVI dose based on co-existing risk factors to achieve optimal survival and efficacy. Prospective multicenter and randomized control studies are recommended, with individualized CAZ-AVI precision administration implemented based on patients' characteristics.
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Affiliation(s)
- Al Maamon R Abu Jaber
- Department of Clinical Pharmacy, Faculty of Pharmacy, Near East University, Nicosia 99138, Northern Cyprus TR-10 Mersin, Turkey
| | - Bilgen Basgut
- Department of Pharmacology, Faculty of Pharmacy, Baskent University, Ankara 06790, Turkey
| | - Ali Abdullah Hawan
- The Armed Forces Hospitals Southern Region AFHSR, Khamis Mushait 62413, Saudi Arabia
| | - Ali Amer Al Shehri
- The Armed Forces Hospitals Southern Region AFHSR, Khamis Mushait 62413, Saudi Arabia
| | | | - Nehad J Ahmed
- Department of Clinical Pharmacy, College of Pharmacy, Prince Sattam Bin Abdulaziz University, Alkharj 11942, Saudi Arabia
| | - Abdikarim Abdi
- Department of Clinical Pharmacy, Faculty of Pharmacy, Near East University, Nicosia 99138, Northern Cyprus TR-10 Mersin, Turkey
- Department of Clinical Pharmacy, Faculty of Pharmacy, Yeditepe University, İstanbul 34755, Turkey
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Alghamdi A, AlQahtani H, Albilal S, Mater Almutairi M, Alobaidallah N, Alghamdi L, Alfayez A, Almangour T, Al-jedai A. Ceftazidime-avibactam use for the treatment of OXA-48- and/or New Delhi metallo-β-lactamase-producing Enterobacterales in cancer patients: a retrospective observational study. Ann Saudi Med 2023; 43:373-379. [PMID: 38071439 PMCID: PMC11182426 DOI: 10.5144/0256-4947.2023.373] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Accepted: 09/13/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Infection is the second-leading cause of death among cancer patients, but there have been few studies on the effectiveness of novel antimicrobial agents to treat carbapenem-resistant Enterobacterales in cancer patients. OBJECTIVE Evaluate the mortality and clinical outcomes of ceftazi-dime-avibactam for OXA-48- and/or New Delhi metallo-β-lactamase (NDM)-producing Enterobacterales infection in cancer patients. DESIGN Retrospective observational cohort study. SETTING Tertiary academic medical center in Riyadh, Saudi Arabia. SUBJECTS AND METHODS This study included patients who had cancer and received ceftazidime-avibactam for at least 72 hours for infections caused by OXA-48- and/or NDM-producing Enterobacterales. We excluded patients who died within 72 hours of treatment, patients with polymicrobial infections, and patients who did not receive appropriate antimicrobial therapy. MAIN OUTCOMES AND MEASURES Primary outcomes were 30-day mortality and hospital mortality. Secondary outcomes included clinical cure, relapse, and reinfection. SAMPLE SIZE 32 cancer patients. RESULTS The 30-day mortality among all patients was 15/32 (47%), clinical cure was achieved in 19/32 (59%) of the patients, and the relapse and reinfection rates were 2/19 (10.5%) and 4/17 (23.5%), respectively. CONCLUSION This is the largest study to evaluate clinical outcomes associated with infections caused by OXA-48- and/or NDM-producing Enterobacterales in cancer patients. The mortality rate remains high; however, ceftazidime-avibactam is an encouraging alternative for treating severe infections in cancer patients. LIMITATIONS Small sample size and single center.
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Affiliation(s)
- Ahlam Alghamdi
- From the Department of Pharmacy Practice, College of Pharmacy, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Hajar AlQahtani
- From the Department of Pharmaceutical Care, Ministry of National Guard Health Affairs, Riyadh, Saudi Arabia
| | - Sara Albilal
- From the Department of Pharmaceutical Care, Ministry of National Guard Health Affairs, Riyadh, Saudi Arabia
| | - Maram Mater Almutairi
- From the Department of Pharmaceutical Care, King Abdullah bin Abdulaziz University Hospital, Riyadh, Saudi Arabia
| | - Nouf Alobaidallah
- From the Department of Pharmacy Practice, College of Pharmacy, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Linah Alghamdi
- From the Department of Pharmaceutical Care, King Abdullah bin Abdulaziz University Hospital, Riyadh, Saudi Arabia
| | - Amal Alfayez
- From the Department of Pharmacy Practice, College of Pharmacy, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Thamer Almangour
- From the Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Ahmed Al-jedai
- From the Deputyship of Therapeutic Affairs, Ministry of Health, Riyadh, Saudi Arabia
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Aslan AT, Ezure Y, Horcajada JP, Harris PNA, Paterson DL. In vitro, in vivo and clinical studies comparing the efficacy of ceftazidime-avibactam monotherapy with ceftazidime-avibactam-containing combination regimens against carbapenem-resistant Enterobacterales and multidrug-resistant Pseudomonas aeruginosa isolates or infections: a scoping review. Front Med (Lausanne) 2023; 10:1249030. [PMID: 37727767 PMCID: PMC10506411 DOI: 10.3389/fmed.2023.1249030] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 08/23/2023] [Indexed: 09/21/2023] Open
Abstract
Introduction Carbapenem-resistant Enterobacterales (CRE) and multidrug-resistant Pseudomonas aeruginosa (MDR-PA) infections are associated with a high risk of morbidity, mortality, and treatment costs. We aimed to evaluate in vitro, in vivo and clinical studies comparing the efficacy of ceftazidime-avibactam (CZA) combination regimens with CZA alone against CRE and/or MDR-PA isolates or infections. Methods We systematically reviewed the relevant literature in CINAHL/MEDLINE, Pubmed, Cochrane, Web of Science, Embase, and Scopus until December 1, 2022. Review articles, grey literature, abstracts, comments, editorials, non-peer reviewed articles, non-English articles, and in vitro synergy studies conducted on single isolates were excluded. Results 22 in vitro, 7 in vivo and 20 clinical studies were evaluated. In vitro studies showed reliable synergy between CZA and aztreonam against metallo-β-lactamase (MBL)-producing isolates. Some studies indicated good in vitro synergy between CZA and amikacin, meropenem, fosfomycin and polymyxins against CRE isolates. For MDR-PA isolates, there are comparatively fewer in vitro or in vivo studies. In observational clinical studies, mortality, clinical cure, adverse events, and development of CZA resistance after exposure were generally similar in monotherapy and combination therapy groups. However, antibiotic-related nephrotoxicity and infection relapses were higher in patients receiving CZA combination therapies. Discussion The benefit, if any, of CZA combination regimens in MDR-PA infections is elusive, as very few clinical studies have included these infections. There is no currently documented clinical benefit for the use of CZA combination regimens rather than CZA monotherapy. CZA combined with aztreonam for serious infections due to MBL producers should be evaluated by randomized controlled trials. Systematic review registration https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=278552, CRD42021278552.
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Affiliation(s)
- Abdullah Tarık Aslan
- Faculty of Medicine, UQ Centre for Clinical Research, University of Queensland, Brisbane, QLD, Australia
| | - Yukiko Ezure
- Faculty of Medicine, UQ Centre for Clinical Research, University of Queensland, Brisbane, QLD, Australia
| | - Juan Pablo Horcajada
- Faculty of Medicine, UQ Centre for Clinical Research, University of Queensland, Brisbane, QLD, Australia
- Infectious Diseases Department, Hospital del Mar, Institut Hospital Del Mar d’Investigacions Mèdiques (IMIM), Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBERINFEC, ISCIII – CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
| | - Patrick N. A. Harris
- Faculty of Medicine, UQ Centre for Clinical Research, University of Queensland, Brisbane, QLD, Australia
- Central Microbiology, Pathology Queensland, Royal Brisbane and Women’s Hospital, Brisbane, QLD, Australia
| | - David L. Paterson
- ADVANCE-ID, Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
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