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Chibwe K, Sundararaju S, Zhang L, Tsui C, Tang P, Ling F. Intra-hospital microbiome variability is driven by accessibility and clinical activities. Microbiol Spectr 2024; 12:e0029624. [PMID: 38940596 PMCID: PMC11302010 DOI: 10.1128/spectrum.00296-24] [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: 02/08/2024] [Accepted: 05/30/2024] [Indexed: 06/29/2024] Open
Abstract
The hospital environmental microbiome, which can affect patients' and healthcare workers' health, is highly variable and the drivers of this variability are not well understood. In this study, we collected 37 surface samples from the neonatal intensive care unit (NICU) in an inpatient hospital before and after the operation began. Additionally, healthcare workers collected 160 surface samples from five additional areas of the hospital. All samples were analyzed using 16S rRNA gene amplicon sequencing, and the samples collected by healthcare workers were cultured. The NICU samples exhibited similar alpha and beta diversities before and after opening, which indicated that the microbiome there was stable over time. Conversely, the diversities of samples taken after opening varied widely by area. Principal coordinate analysis (PCoA) showed the samples clustered into two distinct groups: high alpha diversity [the pediatric intensive care unit (PICU), pathology lab, and microbiology lab] and low alpha diversity [the NICU, pediatric surgery ward, and infection prevention and control (IPAC) office]. Least absolute shrinkage and selection operator (LASSO) classification models identified 156 informative amplicon sequence variants (ASVs) for predicting the sample's area of origin. The testing accuracy ranged from 86.37% to 100%, which outperformed linear and radial support vector machine (SVM) and random forest models. ASVs of genera that contain emerging pathogens were identified in these models. Culture experiments had identified viable species among the samples, including potential antibiotic-resistant bacteria. Though area type differences were not noted in the culture data, the prevalences and relative abundances of genera detected positively correlated with 16S sequencing data. This study brings to light the microbial community temporal and spatial variation within the hospital and the importance of pathogenic and commensal bacteria to understanding dispersal patterns for infection control. IMPORTANCE We sampled surface samples from a newly built inpatient hospital in multiple areas, including areas accessed by only healthcare workers. Our analysis of the neonatal intensive care unit (NICU) showed that the microbiome was stable before and after the operation began, possibly due to access restrictions. Of the high-touch samples taken after opening, areas with high diversity had more potential external seeds (long-term patients and clinical samples), and areas with low diversity and had fewer (short-term or newborn patients). Classification models performed at high accuracy and identified biomarkers that could be used for more targeted surveillance and infection control. Though culturing data yielded viability and antibiotic-resistance information, it disproportionately detected the presence of genera relative to 16S data. This difference reinforces the utility of 16S sequencing in profiling hospital microbiomes. By examining the microbiome over time and in multiple areas, we identified potential drivers of the microbial variation within a hospital.
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Affiliation(s)
- Kaseba Chibwe
- Department of Energy, Environmental and Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
| | | | - Lin Zhang
- Department of Energy, Environmental and Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Clement Tsui
- Department of Pathology, Sidra Medicine, Doha, Qatar
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine-Qatar, Doha, Qatar
- Faculty of Medicine, University of British Columbia, Vancouver, Canada
- Infectious Diseases Research Laboratory, National Centre for Infectious Diseases, Singapore
| | - Patrick Tang
- Department of Pathology, Sidra Medicine, Doha, Qatar
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Fangqiong Ling
- Department of Energy, Environmental and Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
- Division of Biological and Biomedical Sciences, Washington University in St. Louis, St. Louis, Missouri, USA
- Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
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2
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Kennedy B, Ashokan A, Lim CK, Lagana D, Juraja M, Shaw D. Designed for a pandemic: Mitigating the risk of SARS-CoV-2 transmission through hospital design and infrastructure. Infect Dis Health 2024; 29:25-31. [PMID: 37806908 DOI: 10.1016/j.idh.2023.08.004] [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: 05/08/2023] [Revised: 08/21/2023] [Accepted: 08/31/2023] [Indexed: 10/10/2023]
Abstract
BACKGROUND To describe the new Royal Adelaide Hospital (RAH) design and infrastructure features that helped mitigate the risk of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission within the hospital during the pre-vaccination and pre-antiviral period. METHOD The RAH infrastructure, design and initial pandemic response was assessed. A retrospective review of all confirmed or suspected coronavirus disease 2019 (COVID-19) patients admitted from 1 February 2020 to 30 May 2020 was also performed to assess risk of transmission. Outbreak response reports were reviewed to identify episodes of nosocomial COVID-19. RESULTS Key infrastructure features include single-bed overnight rooms with dedicated bathrooms, creation of pandemic areas accessible only to pandemic staff, and sophisticated air-handling units with improved ventilation. A total of 264 COVID-19 related admission occurred, with 113 confirmed cases and 1579 total cumulative bed days. Despite a limited understanding of SARS-CoV-2 transmission, no vaccination or anti-viral therapy, global shortages of particulate filter respirators and restricted testing during this period, only one probable nosocomial COVID-19 case occurred in a healthcare worker, with no nosocomial cases involving patients. CONCLUSIONS The RAH design and pandemic features complimented existing infection control interventions and was important in limiting nosocomial spread of SARS-CoV-2.
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Affiliation(s)
- Brendan Kennedy
- Infectious Diseases Unit, Central Adelaide Local Health Network, Adelaide, South Australia, Australia; Department of Medicine, Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, South Australia, Australia.
| | - Anushia Ashokan
- Infectious Diseases Unit, Central Adelaide Local Health Network, Adelaide, South Australia, Australia; Department of Medicine, Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | | | - Diana Lagana
- Infection Prevention and Control Unit, Central Adelaide Local Health Network, Adelaide, South Australia, Australia
| | - Marija Juraja
- Infection Prevention and Control Unit, Central Adelaide Local Health Network, Adelaide, South Australia, Australia
| | - David Shaw
- Infectious Diseases Unit, Central Adelaide Local Health Network, Adelaide, South Australia, Australia; Department of Medicine, Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, South Australia, Australia
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Sah GP, Kovalick G, Chopyk J, Kuo P, Huang L, Ghatbale P, Das P, Realegeno S, Knight R, Gilbert JA, Pride DT. Characterization of SARS-CoV-2 Distribution and Microbial Succession in a Clinical Microbiology Testing Facility during the SARS-CoV-2 Pandemic. Microbiol Spectr 2023; 11:e0450922. [PMID: 36916973 PMCID: PMC10100919 DOI: 10.1128/spectrum.04509-22] [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: 11/20/2022] [Accepted: 02/11/2023] [Indexed: 03/15/2023] Open
Abstract
The exchange of microbes between humans and the built environment is a dynamic process that has significant impact on health. Most studies exploring the microbiome of the built environment have been predicated on improving our understanding of pathogen emergence, persistence, and transmission. Previous studies have demonstrated that SARS-CoV-2 presence significantly correlates with the proportional abundance of specific bacteria on surfaces in the built environment. However, in these studies, SARS-CoV-2 originated from infected patients. Here, we perform a similar assessment for a clinical microbiology lab while staff were handling SARS-CoV-2 infected samples. The goal of this study was to understand the distribution and dynamics of microbial population on various surfaces within different sections of a clinical microbiology lab during a short period of 2020 Coronavirus disease (COVID-19) pandemic. We sampled floors, benches, and sinks in 3 sections (bacteriology, molecular microbiology, and COVID) of an active clinical microbiology lab over a 3-month period. Although floor samples harbored SARS-CoV-2, it was rarely identified on other surfaces, and bacterial diversity was significantly greater on floors than sinks and benches. The floors were primarily colonized by bacteria common to natural environments (e.g., soils), and benchtops harbored a greater proportion of human-associated microbes, including Staphylococcus and Streptococcus. Finally, we show that the microbial composition of these surfaces did not change over time and remained stable. Despite finding viruses on the floors, no lab-acquired infections were reported during the study period, which suggests that lab safety protocols and sanitation practices were sufficient to prevent pathogen exposures. IMPORTANCE For decades, diagnostic clinical laboratories have been an integral part of the health care systems that perform diagnostic tests on patient's specimens in bulk on a regular basis. Understanding their microbiota should assist in designing and implementing disinfection, and cleaning regime in more effective way. To our knowledge, there is a lack of information on the composition and dynamics of microbiota in the clinical laboratory environments, and, through this study, we have tried to fill that gap. This study has wider implications as understanding the makeup of microbes on various surfaces within clinical laboratories could help identify any pathogenic bacterial taxa that could have colonized these surfaces, and might act as a potential source of laboratory-acquired infections. Mapping the microbial community within these built environments may also be critical in assessing the reliability of laboratory safety and sanitation practices to lower any potential risk of exposures to health care workers.
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Affiliation(s)
- Govind Prasad Sah
- Department of Pathology, University of California San Diego, San Diego, California, USA
| | - Grace Kovalick
- Department of Pathology, University of California San Diego, San Diego, California, USA
| | - Jessica Chopyk
- Department of Pathology, University of California San Diego, San Diego, California, USA
| | - Peiting Kuo
- Department of Pathology, University of California San Diego, San Diego, California, USA
| | - Lina Huang
- Department of Medicine, University of California San Diego, San Diego, California, USA
| | - Pooja Ghatbale
- Department of Pathology, University of California San Diego, San Diego, California, USA
| | - Promi Das
- Department of Pediatrics, University of California San Diego, San Diego, California, USA
- Center for Microbiome Innovation, University of California San Diego, San Diego, California, USA
| | - Susan Realegeno
- Department of Pathology, University of California San Diego, San Diego, California, USA
| | - Rob Knight
- Department of Pediatrics, University of California San Diego, San Diego, California, USA
- Center for Microbiome Innovation, University of California San Diego, San Diego, California, USA
- Department of Bioengineering, University of California San Diego, San Diego, California, USA
- Department of Computer Science & Engineering, University of California San Diego, San Diego, California, USA
| | - Jack A. Gilbert
- Department of Pediatrics, University of California San Diego, San Diego, California, USA
- Center for Microbiome Innovation, University of California San Diego, San Diego, California, USA
- Scripps Institution of Oceanography and Department of Pediatrics, University of California San Diego, San Diego, California, USA
| | - David T. Pride
- Department of Pathology, University of California San Diego, San Diego, California, USA
- Department of Medicine, University of California San Diego, San Diego, California, USA
- Center for Microbiome Innovation, University of California San Diego, San Diego, California, USA
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Peters A, Parneix P, Kiernan M, Severin JA, Gauci T, Pittet D. New frontiers in healthcare environmental hygiene: thoughts from the 2022 healthcare cleaning forum. Antimicrob Resist Infect Control 2023; 12:7. [PMID: 36750872 PMCID: PMC9902814 DOI: 10.1186/s13756-022-01185-w] [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: 09/09/2022] [Accepted: 11/11/2022] [Indexed: 02/09/2023] Open
Abstract
Healthcare environmental hygiene (HEH) has become recognized as being increasingly important for patient safety and the prevention of healthcare-associated infections. At the 2022 Healthcare Cleaning Forum at Interclean in Amsterdam, the academic lectures focused on a series of main areas of interest. These areas are indicative of some of the main trends and avenues for research in the coming years. Both industry and academia need to take steps to continue the momentum of HEH as we transition out of the acute phase of the Covid-19 pandemic. There is a need for new ways to facilitate collaboration between the academic and private sectors. The Clean Hospitals® network was presented in the context of the need for both cross-disciplinarity and evidence-based interventions in HEH. Governmental bodies have also become more involved in the field, and both the German DIN 13603 standard and the UK NHS Cleaning Standards were analyzed and compared. The challenge of environmental pathogens was explored through the example of how P. aeruginosa persists in the healthcare environment. New innovations in HEH were presented, from digitalization to tracking, and automated disinfection to antimicrobial surfaces. The need for sustainability in HEH was also explored, focusing on the burden of waste, the need for a circular economy, and trends towards increasingly local provision of goods and services. The continued focus on and expansion of these areas of HEH will result in safer patient care and contribute to better health systems.
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Affiliation(s)
- Alexandra Peters
- grid.8591.50000 0001 2322 4988Infection Control Programme and WHO Collaborating Center On Infection Prevention and Control and Antimicrobial Resistance, Hospitals and Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Pierre Parneix
- grid.42399.350000 0004 0593 7118Nouvelle Aquitaine Health Care-Associated Infection Control Centre, Bordeaux University Hospital, Bordeaux, France
| | - Martin Kiernan
- grid.81800.310000 0001 2185 7124Richard Wells Research Centre, University of West London, London, UK
| | - Juliëtte A. Severin
- grid.5645.2000000040459992XDepartment of Medical Microbiology and Infectious Diseases, Erasmus MC University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Tracey Gauci
- grid.428852.10000 0001 0449 3568Hywel Dda University Health Board, NHS Wales, Carmarthen, UK
| | - Didier Pittet
- Infection Control Programme and WHO Collaborating Center On Infection Prevention and Control and Antimicrobial Resistance, Hospitals and Faculty of Medicine, University of Geneva, Geneva, Switzerland.
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Watson F, Wilks SA, Keevil CW, Chewins J. Evaluating the environmental microbiota across four National Health Service hospitals within England. J Hosp Infect 2023; 131:203-212. [PMID: 36343745 DOI: 10.1016/j.jhin.2022.11.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 10/31/2022] [Accepted: 11/01/2022] [Indexed: 11/06/2022]
Abstract
Hospital surfaces contaminated with microbial soiling, such as dry surface biofilms (DSBs), can act as a reservoir for pathogenic micro-organisms, and inhibit their detection and removal during routine cleaning. Studies have recognized that such increases in bioburden can hinder the impact of disinfectants and mask the detection of potential pathogens. Cleanliness within healthcare settings is often determined through routine culture-based analysis, whereby surfaces that exhibit >2.5 colony-forming units (CFU) per cm2 pose a risk to patient health; therefore, any underestimation could have detrimental effects. This study quantified microbial growth on high-touch surfaces in four hospitals in England over 19 months. This was achieved using environmental swabs to sample a variety of surfaces within close proximity of the patient, and plating these on to non-specific low nutrient detection agar. The presence of DSBs on surfaces physically removed from the environment was confirmed using real-time imaging through episcopic differential interference contrast microscopy combined with epifluorescence. Approximately two-thirds of surfaces tested exceeded the limit for cleanliness (median 2230 CFU/cm2), whilst 83% of surfaces imaged with BacLight LIVE/DEAD staining confirmed traces of biofilm. Differences in infection control methods, such as choice of surface disinfectants and cleaning personnel, were not reflected in the microbial variation observed and resulting risk to patients. This highlights a potential limitation in the effectiveness of the current standards for all hospital cleaning, and further development using representative clinical data is required to overcome this limitation.
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Affiliation(s)
- F Watson
- School of Biological Sciences, University of Southampton, Southampton, UK; Bioquell UK Ltd, Andover, UK
| | - S A Wilks
- School of Health Sciences, University of Southampton, Southampton, UK
| | - C W Keevil
- School of Biological Sciences, University of Southampton, Southampton, UK
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The Microbiome of the Built Environment: The Nexus for Urban Regeneration for the Cities of Tomorrow. Microorganisms 2022; 10:microorganisms10122311. [PMID: 36557564 PMCID: PMC9783557 DOI: 10.3390/microorganisms10122311] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 11/16/2022] [Accepted: 11/18/2022] [Indexed: 11/24/2022] Open
Abstract
Built environments are, for most of us, our natural habitat. In the last 50 years, the built-up area has more than doubled, with a massive biodiversity loss. The undeniable benefits of a city providing all the basic needs to a growing population showed longer-term and less obvious costs to human health: autoimmune and non-communicable diseases, as well as antimicrobial resistance, have reached unprecedented and alarming levels. Humans coevolved with microbes, and this long-lasting alliance is affected by the loss of connection with natural environments, misuse of antibiotics, and highly sanitized environments. Our aim is to direct the focus onto the microbial communities harbored by the built environments we live in. They represent the nexus for urban regeneration, which starts from a healthy environment. Planning a city means considering, in a two-fold way, the ecosystem health and the multidimensional aspects of wellbeing, including social, cultural, and aesthetic values. The significance of this perspective is inspiring guidelines and strategies for the urban regeneration of the cities of tomorrow, exploiting the invaluable role of microbial biodiversity and the ecosystem services that it could provide to create the robust scientific knowledge that is necessary for a bioinformed design of buildings and cities for healthy and sustainable living.
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