Use and Quality of Blood Cultures for the Diagnosis of Bloodstream Infections: A Cross-Sectional Study in the Ho Teaching Hospital, Ghana, 2019–2021
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. General Setting
2.3. Specific Setting
Workflow for Blood CDST Processing in HTH
2.4. Study Population
2.5. Definition of Terms
2.6. Inclusion and Exclusion Criteria
2.7. Data Collection Process
2.8. Data Variables
2.9. Data Analysis
2.10. Ethics Considerations
3. Results
3.1. Socio-Demographic and Clinical Characteristics
3.2. Blood Culture Requests by Clinicians
3.3. Trends in Blood CDST Requests by Clinical Category
3.4. Quality of Blood CDST Performed in Inpatients with Clinically Diagnosed or Presumed BSI
4. Discussion
Strengths and Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Fuselier, P.A.; Garcia, L.S.; Procop, G.W.; Roberts, G.D.; Thomson, R.B., Jr.; York, M.K. Bailey and Scott’s Diagnostic Microbiology, 12th ed.; Forbes, B.A., Sahm, D.F., Weissfeld, A.S., Eds.; Mosby Elsevier: St. Louis, MI, USA, 2007; ISBN 13 978-0-323-03065-6. [Google Scholar]
- Evans, L.; Rhodes, A.; Alhazzani, W.; Antonelli, M.; Coopersmith, C.M.; French, C.; MacHado, F.R.; McIntyre, L.; Ostermann, M.; Prescott, H.C.; et al. Surviving Sepsis Campaign: International Guidelines for Management of Sepsis and Septic Shock 2021. Crit. Care Med. 2021, 49, E1063–E1143. [Google Scholar] [CrossRef] [PubMed]
- Hastings, J.G.M. Textbook of Diagnostic Microbiology, 5th ed.; Mahon, C.R., Lehman, D.C., Manusells, G., Eds.; Saunders Elsevier: Maryland Heights, MI, USA, 1996; Volume 45, ISBN 9780323089890. [Google Scholar]
- Goto, M.; Al-Hasan, M.N. Overall Burden of Bloodstream Infection and Nosocomial Bloodstream Infection in North America and Europe. Clin. Microbiol. Infect. 2013, 19, 501–509. [Google Scholar] [CrossRef] [PubMed]
- World Health Organization. Global Action Plan on Antimicrobial Resistance; World Health Organization: Geneva, Switzerland, 2017; pp. 1–28. [Google Scholar]
- Kern, W.V.; Rieg, S. Burden of Bacterial Bloodstream Infection—A Brief Update on Epidemiology and Significance of Multidrug-Resistant Pathogens. Clin. Microbiol. Infect. 2020, 26, 151–157. [Google Scholar] [CrossRef] [PubMed]
- Manyahi, J.; Kibwana, U.; Mgimba, E.; Majigo, M. Multi-Drug Resistant Bacteria Predict Mortality in Bloodstream Infection in a Tertiary Setting in Tanzania. PLoS ONE 2020, 15, e0220424. [Google Scholar] [CrossRef] [PubMed]
- Diekema, D.J.; Hsueh, P.R.; Mendes, R.E.; Pfaller, M.A.; Rolston, K.V.; Sader, H.S.; Jones, R.N. The Microbiology of Bloodstream Infection: 20-Year Trends from the SENTRY Antimicrobial Surveillance Program. Antimicrob. Agents Chemother. 2019, 63, 10–1128. [Google Scholar] [CrossRef]
- Akova, M. Epidemiology of Antimicrobial Resistance in Bloodstream Infections. Virulence 2016, 7, 252–266. [Google Scholar] [CrossRef] [PubMed]
- Bernabé, K.J.; Langendorf, C.; Ford, N.; Ronat, J.B.; Murphy, R.A. Antimicrobial Resistance in West Africa: A Systematic Review and Meta-Analysis. Int. J. Antimicrob. Agents 2017, 50, 629–639. [Google Scholar] [CrossRef]
- Deku, J.G.; Dakorah, M.P.; Lokpo, S.Y.; Orish, V.N.; Ussher, F.A.; Kpene, G.E.; Angmorkie Eshun, V.; Agyei, E.; Attivor, W.; Osei-Yeboah, J. The Epidemiology of Bloodstream Infections and Antimicrobial Susceptibility Patterns: A Nine-Year Retrospective Study at St. Dominic Hospital, Akwatia, Ghana. J. Trop. Med. 2019, 2019, 6750864. [Google Scholar] [CrossRef]
- Obeng-Nkrumah, N.; Labi, A.K.; Addison, N.O.; Labi, J.E.M.; Awuah-Mensah, G. Trends in Paediatric and Adult Bloodstream Infections at a Ghanaian Referral Hospital: A Retrospective Study. Ann. Clin. Microbiol. Antimicrob. 2016, 15, 49. [Google Scholar] [CrossRef]
- Ombelet, S.; Ronat, J.B.; Walsh, T.; Yansouni, C.P.; Cox, J.; Vlieghe, E.; Martiny, D.; Semret, M.; Vandenberg, O.; Jacobs, J.; et al. Clinical Bacteriology in Low-Resource Settings: Today’s Solutions. Lancet Infect. Dis. 2018, 18, e248–e258. [Google Scholar] [CrossRef]
- Petti, C.A.; Polage, C.R.; Quinn, T.C.; Ronald, A.R.; Sande, M.A. Laboratory Medicine in Africa: A Barrier to Effective Health Care. Clin. Infect. Dis. 2006, 42, 377–382. [Google Scholar] [CrossRef] [PubMed]
- World Health Organization. Diagnostic Stewardship: A Guide to Implementation in Antimicrobial Resistance Surveillance Sites; World Health Organization: Geneva, Switzerland, 2016. [Google Scholar]
- World Health Organization. WHO Policy Guidance on Integrated Antimicrobial Stewardship Activities; World Health Organization: Geneva, Switzerland, 2021. [Google Scholar]
- Miller, J.M.; Binnicker, M.J.; Campbell, S.; Carroll, K.C.; Chapin, K.C.; Gilligan, P.H.; Gonzalez, M.D.; Jerris, R.C.; Kehl, S.C.; Patel, R.; et al. A Guide to Utilization of the Microbiology Laboratory for Diagnosis of Infectious Diseases: 2018 Update by the Infectious Diseases Society of America and the American Society for Microbiology. Clin. Infect. Dis. 2018, 67, e1–e94. [Google Scholar] [CrossRef] [PubMed]
- Lamy, B.; Sundqvist, M. Towards an Improved Diagnosis of Bloodstream Infection: Promises and Hurdles. Clin. Microbiol. Infect. 2018, 24, 933–934. [Google Scholar] [CrossRef]
- Ombelet, S.; Barbé, B.; Affolabi, D.; Ronat, J.B.; Lompo, P.; Lunguya, O.; Jacobs, J.; Hardy, L. Best Practices of Blood Cultures in Low- and Middle-Income Countries. Front. Med. 2019, 6, 131. [Google Scholar] [CrossRef] [PubMed]
- Dailey, P.J.; Osborn, J.; Ashley, E.A.; Baron, E.J.; Dance, D.A.B.; Fusco, D.; Fanello, C.; Manabe, Y.C.; Mokomane, M.; Newton, P.N.; et al. Defining System Requirements for Simplified Blood Culture to Enable Widespread Use in Resource-Limited Settings. Diagnostics 2019, 9, 10. [Google Scholar] [CrossRef]
- Idelevich, E.A.; Seifert, H.; Sundqvist, M.; Scudeller, L.; Amit, S.; Balode, A.; Bilozor, A.; Drevinek, P.; Kocak Tufan, Z.; Koraqi, A.; et al. Microbiological Diagnostics of Bloodstream Infections in Europe—An ESGBIES Survey. Clin. Microbiol. Infect. 2019, 25, 1399–1407. [Google Scholar] [CrossRef]
- Buehler, S.S.; Madison, B.; Snyder, S.R.; Derzon, J.H.; Cornish, N.E.; Saubolle, M.A.; Weissfeld, A.S.; Weinstein, M.P.; Liebow, E.B.; Wolk, D.M. Effectiveness of Practices To Increase Timeliness of Providing Targeted Therapy for Inpatients with Bloodstream Infections: A Laboratory Medicine Best Practices Systematic Review and Meta-Analysis. Clin. Microbiol. Rev. 2016, 29, 59–103. [Google Scholar] [CrossRef]
- World Health Organization. Laboratory Quality Management System: Handbook; Version 1; World Health Organization: Geneva, Switzerland, 2011; ISBN 9789241548274. [Google Scholar]
- Riley, S.B. Trends in Laboratory Utilization. Clin. Microbiol. Newsl. 2017, 39, 69–73. [Google Scholar] [CrossRef]
- Barbé, B.; Yansouni, C.P.; Affolabi, D.; Jacobs, J. Implementation of Quality Management for Clinical Bacteriology in Low-Resource Settings. Clin. Microbiol. Infect. 2017, 23, 426–433. [Google Scholar] [CrossRef]
- Ghana National Drugs Programme. Standard Treatment Guidelines; Ministry of Health: Accra, Ghana, 2017; ISBN 9789988257873. [Google Scholar]
- Labi, A.-K.; Obeng-Nkrumah, N.; Dayie, N.T.K.D.; Egyir, B.; Sampane-Donkor, E.; Newman, M.J.; Opintan, J.A. Antimicrobial Use in Hospitalized Patients: A Multicentre Point Prevalence Survey across Seven Hospitals in Ghana. JAC-Antimicrob. Resist. 2021, 3, dlab087. [Google Scholar] [CrossRef]
- Dodoo, C.C.; Orman, E.; Alalbila, T.; Mensah, A.; Jato, J.; Mfoafo, K.A.; Folitse, I.; Hutton-Nyameaye, A.; Ben, I.O.; Mensah-Kane, P.; et al. Antimicrobial Prescription Pattern in Ho Teaching Hospital, Ghana: Seasonal Determination Using a Point Prevalence Survey. Antibiotics 2021, 10, 199. [Google Scholar] [CrossRef]
- Ghana Statistical Service. Ghana 2021 Population and Housing Census General Report; Ghana Statistical Service: Accra, Ghana, 2021; Volume 3B. [Google Scholar]
- WBD World Bank Country and Lending Groups—World Bank Data Help Desk; World Bank: Washington, DC, USA, 2022.
- Drislane, F.W.; Akpalu, A.; Wegdam, H.H.J.; Wegdam, H.H.J. The Medical System in Ghana. Yale J. Biol. Med. 2014, 87, 321–326. [Google Scholar] [PubMed]
- Ghana Health Service. The Health Sector in Ghana: Facts and Figures—2019; Ghana Health Service: Accra, Ghana, 2019. [Google Scholar]
- Ayanore, M.A.; Pavlova, M.; Kugbey, N.; Fusheini, A.; Tetteh, J.; Ayanore, A.A.; Akazili, J.; Adongo, P.B.; Groot, W. Health Insurance Coverage, Type of Payment for Health Insurance, and Reasons for Not Being Insured under the National Health Insurance Scheme in Ghana. Health Econ. Rev. 2019, 9, 39. [Google Scholar] [CrossRef] [PubMed]
- Ghana|Fleming Fund. Available online: https://www.flemingfund.org/countries/ghana/ (accessed on 10 July 2022).
- Finance Directorate, Ho Teaching Hospital. HTH Patient Financing 2019–2020. Unpublished working document. 2021. [Google Scholar]
- Ghana Ministry of Health National E-Health Project with Bio-Surveillance (Early Warning) System—Ministry of Health. Available online: https://www.moh.gov.gh/national-e-health-project-with-bio-surveillance-early-warning-system/ (accessed on 11 November 2021).
- Agede Charles Standard Operating Procedures for BACTEC 9050 in Ho Teaching Hospital. 2016; 2–7.
- Lamy, B.; Dargère, S.; Arendrup, M.C.; Parienti, J.J.; Tattevin, P. How to Optimize the Use of Blood Cultures for the Diagnosis of Bloodstream Infections? A State-of-the Art. Front. Microbiol. 2016, 7, 697. [Google Scholar] [CrossRef]
- Vandepitte, J.; Verhaegen, J.; Engbaek, K.; Rohner, P.; Piot, P.; Heuck, C.C. Basic Laboratory Procedures in Clinical Bacteriology, 2nd ed.; World Health Organization: Geneva, Switzerland, 2003; ISBN 9241545453. [Google Scholar]
- York, M.K.; Henry, M.; Gilligan, P.H. Blood Cultures: General Dectection and Interpretation. In Clinical Microbiology Procedures Handbook: Volume 1; Isenberg, H.D., Ed.; American Society for Microbiology: Washington, DC, USA, 2007; pp. 3.4.1.1–3.4.1.19. ISBN 9781555812430. [Google Scholar]
- CLSI. M100 Performance Standards for Antimicrobiafile:///C:/Users/K/Downloads/Documents/2015_art_esprmartins1.Pdfl, 31st ed.; CLSI: 2021. Available online: https://clsi.org/about/press-releases/clsi-publishes-m100-performance-standards-for-antimicrobial-susceptibility-testing-31st-edition/ (accessed on 21 July 2023).
- Woods-Hill, C.Z.; Fackler, J.; McMillan, K.N.; Ascenzi, J.; Martinez, D.A.; Toerper, M.F.; Voskertchian, A.; Colantuoni, E.; Klaus, S.A.; Levin, S.; et al. Association of a Clinical Practice Guideline with Blood Culture Use in Critically Ill Children. JAMA Pediatr. 2017, 171, 157–164. [Google Scholar] [CrossRef] [PubMed]
- Baron, E.J.O.; Melvin, P.; Yagupsky, P.; David, F.; Wilson, D.M. Blood Cultures II. Clin. Microbiol. Infect. 1997, 3, 262–265. [Google Scholar] [CrossRef]
- Doern, G.V.; Carroll, K.C.; Diekema, D.J.; Garey, K.W.; Rupp, M.E.; Weinstein, M.P.; Sextong, D.J. A Comprehensive Update on the Problem of Blood Culture Contamination and a Discussion of Methods for Addressing the Problem. Clin. Microbiol. Rev. 2020, 33, e00009-19. [Google Scholar] [CrossRef]
- Dargère, S.; Cormier, H.; Verdon, R. Contaminants in Blood Cultures: Importance, Implications, Interpretation and Prevention. Clin. Microbiol. Infect. 2018, 24, 964–969. [Google Scholar] [CrossRef]
- McNutt, L.A.; Wu, C.; Xue, X.; Hafner, J.P. Estimating the Relative Risk in Cohort Studies and Clinical Trials of Common Outcomes. Am. J. Epidemiol. 2003, 157, 940–943. [Google Scholar] [CrossRef]
- Spiegelman, D.; Hertzmark, E. Easy SAS Calculations for Risk or Prevalence Ratios and Differences. Am. J. Epidemiol. 2005, 162, 199–200. [Google Scholar] [CrossRef]
- Lindquist, K. Stata FAQ: How Can I Estimate Relative Risk Using Glm for Common Outcomes in Cohort Studies? Available online: https://stats.oarc.ucla.edu/stata/faq/how-can-i-estimate-relative-risk-using-glm-for-common-outcomes-in-cohort-studies/ (accessed on 21 July 2023).
- Boakye-Yiadom, E.; Najjemba, R.; Thekkur, P.; Labi, A.-K.; Gil-Cuesta, J.; Asafo-Adjei, K.; Mensah, P.; van Boetzelaer, E.; Jessani, N.S.; Orish, V.N. Use and Quality of Blood Cultures for the Diagnosis of Blood-Stream Infections: A Cross-Sectional Study in the Ho Teaching Hospital, Ghana; 2019–2021. Figshare. Dataset. Available online: https://figshare.com/articles/dataset/Use_and_Quality_of_Blood_Cultures_for_the_Diagnosis_of_Blood-stream_Infections_A_Cross-sectional_Study_in_the_Ho_Teaching_Hospital_Ghana_2019-2021_/20459835/1 (accessed on 21 July 2023). [CrossRef]
- Ho Teaching Hospital. 2019-2021 Admissions and Discharges Data. Unpublished data. 2022. [Google Scholar]
- Ghana Health Service. Volta Regional Health Directorate 2020 Annual Report; Ghana Health Service: Ho, Ghana, 2020. [Google Scholar]
- Teerawattanasook, N.; Tauran, P.M.; Teparrukkul, P.; Wuthiekanun, V.; Dance, D.A.B.; Arif, M.; Limmathurotsakul, D. Capacity and Utilization of Blood Culture in Two Referral Hospitals in Indonesia and Thailand. Am. J. Trop. Med. Hyg. 2017, 97, 1257–1261. [Google Scholar] [CrossRef] [PubMed]
- Vitrat-Hincky, V.; François, P.; Labarère, J.; Recule, C.; Stahl, J.P.; Pavese, P. Appropriateness of Blood Culture Testing Parameters in Routine Practice. Results from a Cross-Sectional Study. Eur. J. Clin. Microbiol. Infect. Dis. 2011, 30, 533–539. [Google Scholar] [CrossRef] [PubMed]
- Friedman, N.D.; Braun, T.; Fallach, N.; Carmeli, Y. Blood Culture Sampling Practices among Internal Medicine Inpatients. Clin. Microbiol. Infect. Dis. 2017, 2, 1–6. [Google Scholar] [CrossRef]
- Jacobs, J.; Hardy, L.; Semret, M.; Lunguya, O.; Phe, T.; Affolabi, D.; Yansouni, C.; Vandenberg, O. Diagnostic Bacteriology in District Hospitals in Sub-Saharan Africa: At the Forefront of the Containment of Antimicrobial Resistance. Front. Med. 2019, 6, 205. [Google Scholar] [CrossRef]
- Droz, N.; Hsia, Y.; Ellis, S.; Dramowski, A.; Sharland, M.; Basmaci, R. Bacterial Pathogens and Resistance Causing Community Acquired Paediatric Bloodstream Infections in Low- And Middle-Income Countries: A Systematic Review and Meta-Analysis. Antimicrob. Resist. Infect. Control 2019, 8, 207. [Google Scholar] [CrossRef] [PubMed]
- Donkor, E.; Tetteh-Quarcoo, P.; Nartey, P.; Agyeman, I. Self-Medication Practices with Antibiotics among Tertiary Level Students in Accra, Ghana: A Cross-Sectional Study. Int. J. Environ. Res. Public Health 2012, 9, 3519–3529. [Google Scholar] [CrossRef]
- Yevutsey, S.K.; Buabeng, K.O.; Aikins, M.; Anto, B.P.; Biritwum, R.B.; Frimodt-Møller, N.; Gyansa-Lutterodt, M. Situational Analysis of Antibiotic Use and Resistance in Ghana: Policy and Regulation. BMC Public Health 2017, 17, 896. [Google Scholar] [CrossRef]
- Labi, A.K.; Obeng-Nkrumah, N.; Bjerrum, S.; Enweronu-Laryea, C.; Newman, M.J. Neonatal Bloodstream Infections in a Ghanaian Tertiary Hospital: Are the Current Antibiotic Recommendations Adequate? BMC Infect. Dis. 2016, 16, 598. [Google Scholar] [CrossRef]
- Popoola, O.; Kehinde, A.; Ogunleye, V.; Adewusi, O.J.; Toy, T.; Mogeni, O.D.; Aroyewun, E.O.; Agbi, S.; Adekanmbi, O.; Adepoju, A.; et al. Bacteremia Among Febrile Patients Attending Selected Healthcare Facilities in Ibadan, Nigeria. Clin. Infect. Dis. 2019, 69, S466–S473. [Google Scholar] [CrossRef]
- World Health Organization. Hand Hygiene Technical Reference Manual: To Be Used by Health-Care Workers, Trainers and Observers of Hand Hygiene Practices; World Health Organization: Geneva, Switzerland, 2009; ISBN 978-92-4-159860-6. [Google Scholar]
- Lamy, B.; Sundqvist, M.; Idelevich, E.A. Bloodstream Infections—Standard and Progress in Pathogen Diagnostics. Clin. Microbiol. Infect. 2020, 26, 142–150. [Google Scholar] [CrossRef]
- von Elm, E.; Altman, D.G.; Egger, M.; Pocock, S.J.; Gøtzsche, P.C.; Vandenbroucke, J.P. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) Statement: Guidelines for Reporting Observational Studies. Int. J. Surg. 2014, 12, 1495–1499. [Google Scholar] [CrossRef] [PubMed]
- Lim, C.; Hantrakun, V.; Teerawattanasook, N.; Srisamang, P.; Teparrukkul, P.; Sumpradit, N.; Turner, P.; Day, N.P.; Cooper, B.S.; Peacock, S.J.; et al. Impact of Low Blood Culture Usage on Rates of Antimicrobial Resistance. J. Infect. 2021, 82, 355–362. [Google Scholar] [CrossRef] [PubMed]
Characteristics | Category Sub-Total * N (%) | Blood CDST # Requested n (%) | Adjusted PR ^^ (95% CI) |
---|---|---|---|
Total | 4278 (100.0) | 351 (8.2) | |
Age (years) | |||
<1 | 1341 (31.4) | 98 (7.3) | 1 |
1–4 | 164 (3.8) | 23 (14.0) | 0.8 (0.5–1.3) |
5–11 | 90 (2.1) | 24 (26.7) | 1.1 (0.7–1.8) |
12–24 | 395 (9.2) | 36 (9.1) | 1.1 (0.5–2.6) |
25–44 | 800 (18.7) | 59 (7.4) | 1.0 (0.4–2.3) |
45–64 | 760 (17.8) | 57 (7.5) | 1.1 (0.5–2.6) |
≥65 | 728 (17.0) | 54 (7.4) | 1.2 (0.5–2.8) |
Sex | |||
Male | 2103 (49.2) | 185 (8.8) | 1 |
Female | 2175 (50.8) | 166 (7.6) | 0.8 (0.7–1.0) |
Department ** | |||
Child Health | 1590 (37.2) | 143 (9.0) | 1.7 (0.7–4.0) |
Accident and Emergency | 1580 (36.9) | 103 (6.5) | 1 |
Internal Medicine | 655 (15.3) | 59 (9.0) | 1.3 (1.0–1.8) |
Obstetrics and Gynaecology | 237 (5.5) | 20 (8.4) | 1.0 (0.6–1.7) |
Surgery | 186 (4.4) | 12 (6.5) | 0.5 (0.3–0.9) |
Intensive Care Unit | 30 (0.7) | 14 (46.7) | 2.8 (1.6–4.8) |
Diagnosis *** | |||
Pneumonia | 1715 (40.1) | 72 (4.2) | 1 |
Neonatal sepsis | 951 (22.2) | 48 (5.1) | 1.1 (0.7–1.7) |
Other Sepsis 1 | 679 (15.9) | 91 (13.4) | 3.3 (2.4–4.5) |
Other 2 | 898 (21.0) | 128 (14.3) | 3.9 (2.9–5.2) |
Missing | 35 (0.8) | 12 (34.3) | 11.0 (7.3–16.5) |
Year | |||
2019 | 1849 (43.2) | 45 (2.4) | 1 |
2020 | 1580 (36.9) | 150 (9.5) | 4.2 (3.0–5.8) |
2021 | 849 (19.9) | 156 (18.4) | 6.3 (4.5–8.9) |
Samples Per Set | Number (%) |
---|---|
Solitary samples | 309 (93.92) |
Paired samples | 2 (0.61) |
Other multiple samples | 18 (5.47) |
Total | 329 (100.00) |
Duration (Days) | Median | (IQR) |
---|---|---|
Admission to request for CDST (N = 351) * | 2 | (0–5) |
Request for CDST to receipt of blood sample at the laboratory (N = 343) * | 0 | (0) |
Receipt of blood sample at laboratory to issuing of final blood CDST report (N = 329) *,# | 7 | (5–9) |
Admission to issuing of final blood CDST report (N = 329) *,§ | 10 | (7–14) |
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Boakye-Yiadom, E.; Najjemba, R.; Thekkur, P.; Labi, A.-K.; Gil-Cuesta, J.; Asafo-Adjei, K.; Mensah, P.; van Boetzelaer, E.; Jessani, N.S.; Orish, V.N. Use and Quality of Blood Cultures for the Diagnosis of Bloodstream Infections: A Cross-Sectional Study in the Ho Teaching Hospital, Ghana, 2019–2021. Int. J. Environ. Res. Public Health 2023, 20, 6631. https://doi.org/10.3390/ijerph20176631
Boakye-Yiadom E, Najjemba R, Thekkur P, Labi A-K, Gil-Cuesta J, Asafo-Adjei K, Mensah P, van Boetzelaer E, Jessani NS, Orish VN. Use and Quality of Blood Cultures for the Diagnosis of Bloodstream Infections: A Cross-Sectional Study in the Ho Teaching Hospital, Ghana, 2019–2021. International Journal of Environmental Research and Public Health. 2023; 20(17):6631. https://doi.org/10.3390/ijerph20176631
Chicago/Turabian StyleBoakye-Yiadom, Emily, Robinah Najjemba, Pruthu Thekkur, Appiah-Korang Labi, Julita Gil-Cuesta, Karikari Asafo-Adjei, Prosper Mensah, Elburg van Boetzelaer, Nasreen S. Jessani, and Verner Ndudri Orish. 2023. "Use and Quality of Blood Cultures for the Diagnosis of Bloodstream Infections: A Cross-Sectional Study in the Ho Teaching Hospital, Ghana, 2019–2021" International Journal of Environmental Research and Public Health 20, no. 17: 6631. https://doi.org/10.3390/ijerph20176631
APA StyleBoakye-Yiadom, E., Najjemba, R., Thekkur, P., Labi, A. -K., Gil-Cuesta, J., Asafo-Adjei, K., Mensah, P., van Boetzelaer, E., Jessani, N. S., & Orish, V. N. (2023). Use and Quality of Blood Cultures for the Diagnosis of Bloodstream Infections: A Cross-Sectional Study in the Ho Teaching Hospital, Ghana, 2019–2021. International Journal of Environmental Research and Public Health, 20(17), 6631. https://doi.org/10.3390/ijerph20176631