Abstract
The hospital environment is a recognized reservoir for multidrug-resistant (MDR) bacteria, and inadequate hygiene practices by healthcare workers (HCWs) may contribute to the transmission and persistence of healthcare-associated infections (HAIs), particularly in ICUs. This study investigated the presence, genetic characteristics, and transmission pathways of MDR Enterobacterales in the environment and among HCWs in three ICUs, such as surgical (ICU-S), medical (ICU-M), and pediatric (ICU-P), at Sahloul Hospital, Sousse, Tunisia. From September to December 2020, 140 samples were collected from environmental surfaces (n = 114) and HCWs’ hands (n = 26). Of these, nine samples (6.42%) tested positive for resistant Enterobacterales, yielding 15 resistant isolates, including one Klebsiella pneumoniae and eight Enterobacter cloacae. Notably, no resistant Enterobacterales were recovered from HCWs’ hand samples. Whole-genome sequencing was performed on seven isolates (five clinical and two environmental) to assess genetic relatedness and resistance profiles. Three distinct sequence types (STs) of K. pneumoniae were identified: ST147 (clinical and environmental), ST307, and ST353. The ST147 isolate from an antiseptic bottle in ICU-M co-produced CTX-M-15 and NDM-1 enzymes and carried the biocide resistance gene qacE. Despite both being ST147, the environmental and clinical isolates were not clonal (140 single-nucleotide polymorphism (SNP) differences). The ST307 isolate from a blood sample co-produced CTX-M-15 and OXA-204. Among E. cloacae isolates, ST344 (n = 2) was identified from two different ICUs and differed by only 6 SNPs, suggesting inter-ICU transmission. These isolates harbored blaACT-16, blaCTX-M-15, and multiple other resistance genes. One environmental E. cloacae isolate belonged to the clone ST78 and was recovered from a soap dispenser in ICU-P, carrying blaACT-15 and fosA. These findings underscore the potential of contaminated surfaces to harbor and disseminate MDR Enterobacterales. Strengthened infection control measures, environmental monitoring, and genomic surveillance are essential to reduce HAIs in ICU settings.
Keywords: ctx-m-15, enterobacterales, hospital environment, intensive care units, ndm-1, oxa-204
Introduction
Healthcare-associated infections (HAIs) caused by Enterobacterales are a significant concern in healthcare settings worldwide. In North Africa, including Tunisia, multidrug-resistant (MDR) Enterobacterales, particularly carbapenemase-producing Klebsiella pneumoniae and Enterobacter cloacae, have been increasingly reported in both clinical and hospital environmental settings. This trend poses significant challenges to infection prevention and control and justifies targeted local investigations.
Enterobacterales are a family of bacteria that commonly inhabit the gastrointestinal tract of humans and animals. While many strains are harmless, some species within this family, such as Escherichia coli, K. pneumoniae, and Enterobacter species, can cause infections, particularly in individuals with weakened immune systems or those undergoing medical procedures. Among the leading global threats to public health, carbapenemase-producing Enterobacterales, especially K. pneumoniae and E. cloacae, are considered some of the top international threats [1].
Transmission of Enterobacterales in healthcare settings can occur through various routes, including contact with contaminated surfaces, medical equipment, or healthcare personnel or the ingestion of contaminated food or water. Factors contributing to the prevalence of HAIs caused by Enterobacterales include the overuse and misuse of antibiotics, inadequate infection control measures, and the presence of MDR strains.
Although direct patient infection resulting from contact with inanimate surfaces may be relatively uncommon, contaminated surfaces represent critical environmental reservoirs for Enterobacterales in healthcare settings. These reservoirs facilitate high-risk indirect transmission through contact with medical equipment, instruments, and, importantly, the hands of healthcare workers (HCWs), thereby contributing to the amplification and persistence of HAIs. Effective environmental hygiene and appropriate handling practices are therefore essential to interrupt transmission pathways, particularly in ICUs.
Despite the widespread use of disinfectants in healthcare settings, the emergence of biocide resistance determinants and/or improper disinfection practices may compromise their effectiveness and contribute to the persistence of MDR Enterobacterales in the hospital environment [2].
The aim of this study was to explore how medical equipment, furniture, hospital personnel, and patients contribute to the spread of resistant Enterobacterales clones within a Tunisian hospital over a four-month period. We employed next-generation sequencing technologies to examine the genetic relatedness of selected isolates at the genome level. Additionally, we characterized the presence of resistance genes and associated genetic elements.
The primary objective of this study was to investigate the patterns of environmental and clinical dissemination of MDR Enterobacterales within three ICUs at Sahloul Hospital. Secondary objectives included molecular characterization of the isolates, analysis of their antimicrobial resistance profiles, and assessment of clonal relatedness using pulsed-field gel electrophoresis (PFGE) and whole-genome sequencing (WGS). Our findings provide a comprehensive molecular analysis of Enterobacterales isolates and emphasize the importance of implementing strict hygienic protocols to control pathogen dissemination in healthcare settings.
Materials and methods
Sample collection, isolation, and identification of resistant Enterobacterales from ICU settings
From September to December 2020, a cross-sectional study was conducted in three of the five ICUs at Sahloul University Hospital in Sousse, Tunisia. In the ICUs (n = 3), 35 nurses and medical staff attended to 17 patient beds. Bed distribution was as follows: ten for the general surgery ICU (ICU-S), four for the medical ICU (ICU-M), and three for the pediatric ICU (ICU-P). Sliding curtains separated patient beds in each ICU. Samples were collected by swabbing items and medical equipment using sterile swabs (eSwab, Copan, Murrieta, USA). These items were located in three ICU wards across two floors of the hospital: ICU-S (n = 69, comprising 56 environmental and 13 personnel samples), ICU-P (n = 34, comprising 26 environmental and eight personnel samples), and ICU-M (n = 37, comprising 32 environmental and five personnel samples). Environmental samples (n = 114) targeted surfaces frequently touched by both patients and healthcare professionals, including door handles, patient beds, stethoscopes, liquid soap dispensers, and medical devices. Hand swabs were collected from HCWs (n = 26).
Swabs collected from the hospital environment and staff hands were incubated for 24 hours in nutrient broth for enrichment. Following enrichment, a drop of culture was streaked onto MacConkey agar plates supplemented with cefotaxime or imipenem (2 mg/L), and plates were incubated overnight at 37 °C. One colony per morphology and per plate was selected and identified using API 20E galleries (bioMérieux, Marcy-l’Étoile, France). All identified isolates were stored at −80 °C for further analyses.
Seven clinical strains of Enterobacterales (four K. pneumoniae and three E. cloacae) were retrieved from the strain library of the hospital bacteriology laboratory. These strains were originally isolated from patients hospitalized at CHU Sahloul during the same period. Specifically, two E. cloacae strains were isolated from ICU-S, while ICU-M contributed two K. pneumoniae and one E. cloacae strain, and ICU-P contributed two K. pneumoniae strains. These clinical strains were used for comparative analyses (Table 1).
Table 1. Clinical features of patients with K. pneumoniae and E. cloacae strains isolated in ICUs (September to December 2020).
ICU-M, ICU-medical; ICU-P, ICU-pediatric; ICU-S, ICU-surgery
| Identifier | Strain | Year of birth | Ward | Type of sample | Date of hospitalization | Date of sampling | Reason for hospitalization | Outcome |
| 58665 | Klebsiella pneumoniae | 2019 | ICU-P | Blood | 08/05/2020 | 09/16/2020 | Congenital heart disease (tetralogy of Fallot) | Left |
| 58666 | K. pneumoniae | - | ICU-P | Blood | 09/23/2020 | - | - | - |
| 58530 | K. pneumoniae | - | ICU-M | Blood | - | 11/14/2020 | - | - |
| 58540 | Enterobacter cloacae | 1972 | ICU-S | Distal sampling | 11/13/2020 | 11/16/2020 | Polytrauma | Died |
| 58552 | E. cloacae | 1972 | ICU-S | Blood | 09/23/2020 | 10/08/2020 | Brain tumor | Died |
| 58531 | E. cloacae | - | ICU-M | Catheter | - | 11/24/2020 | - | - |
| 58532 | K. pneumoniae | - | ICU-M | Tracheal | - | 12/25/2020 | - | - |
Antimicrobial susceptibility testing
Antimicrobial susceptibility testing was performed using the disk diffusion method on Mueller-Hinton agar plates, following EUCAST 2021 guidelines. A total of 16 β-lactams (including penicillins, β-lactam/β-lactamase inhibitor combinations, first- to fourth-generation cephalosporins, aztreonam, and ertapenem) and 15 non-β-lactams (aminoglycosides, tetracyclines, quinolones, and other classes) were tested (full list and concentrations provided in Appendix A). E. coli ATCC 25922 served as the control strain. Phenotypic detection of extended-spectrum β-lactamase (ESBL) production was carried out using the double-disc synergy test.
Strains clonality by PFGE
All K. pneumoniae and E. cloacae isolates underwent PFGE using the XbaI restriction enzyme to determine their genetic relatedness. Electrophoresis was performed on a CHEF Mapper XP system at 6 V/cm and 14 °C for 24 hours, with pulse times ranging from 10 to 60 seconds and an angle of 120°. PFGE patterns were interpreted according to the criteria of Tenover et al. [3]. Restriction fragments were analyzed using GelCompar II software 6.5 (Applied Maths, Austin, TX, USA), and dendrograms were constructed using the unweighted pair group method with arithmetic mean based on the Dice similarity index.
PFGE was initially performed to assess clonality among the collected isolates. Based on PFGE patterns, seven representative strains were selected for WGS, ensuring that genetically distinct isolates were included. Subsequent WGS data were analyzed in silico using tools such as ResFinder to identify antimicrobial resistance genes.
Detection of resistance genes by PCR
Bacterial DNA was extracted from freshly cultivated pure cultures on standard growth media using thermal lysis. PCR assays were performed to detect the following genes: blaCTX-M genes were identified using a CTX-M group-specific multiplex PCR [4], and the carbapenemase genes blaOXA-48-like, blaNDM, and blaKPC were detected using a multiplex PCR.
PCR products were analyzed using the QIAxcel Advanced automatic DNA/RNA analyzer (Qiagen, Hilden, Germany), following the manufacturer’s instructions. All 15 initial MDR Enterobacterales isolates were first screened by wet-lab PCR to identify key antimicrobial resistance genes prior to WGS selection. Based on PFGE patterns and epidemiological relevance, seven isolates, including both environmental and clinical strains, were selected for WGS. Subsequent WGS data were analyzed in silico using tools such as ResFinder to confirm and expand the PCR-based resistance gene profiles.
WGS and bioinformatics analysis
Based on the PFGE results, five clinical and two environmental isolates were selected for short-read sequencing. DNA was extracted using the NucleoSpin Microbial DNA extraction kit (Macherey-Nagel, Hoerdt, France). Libraries were prepared using Nextera XT technology, and sequencing was performed on a NovaSeq 6000 instrument (Illumina, San Diego, CA, USA).
Quality control of the reads was conducted using FastQC, and low-quality sequences were trimmed using Trimmomatic v0.39. Reads were then assembled de novo using Shovill 1.0.0, and the quality of the assemblies was assessed using QUAST v4.5. Sequence types (STs), resistance genes, and virulence factors were determined using CGE online tools, including MLSTFinder v2.0, ResFinder v4.1, and VirulenceFinder 2.0.3 (www.genomicepidemiology.org). All raw sequencing reads and assembled genomes generated in this study have been deposited in the European Nucleotide Archive under BioProject accession number PRJNA1400037, ensuring full transparency and reproducibility of the genomic analyses.
Phylogenetic analysis
The pan-genome was determined, and a core genome of the WGS collection was generated using Roary v3.13.0, with a protein BLAST identity threshold of 80% and a core definition of 90%. Prokka annotations were provided to Roary as input. Recombination was subsequently removed using Gubbins v3.2.1, and a maximum likelihood tree was constructed from the core-gene alignment using RAxML v7.7.6 with default parameters. Pairwise single-nucleotide polymorphism (SNP) distances were calculated from the core-genome alignments generated by Roary using snp-dists v0.8.2 on the Galaxy Europe platform. Results are provided in the Appendices. The resulting phylogenetic tree of K. pneumoniae isolates was visualized using iTOL v7 (itol.embl.de/itol.cgi).
Ethical considerations
The study protocol was approved by the Ethics Committee and the hospital administration of Sahloul Hospital. All procedures involving environmental sampling, HCWs’ hand sampling, and the use of clinical isolates were conducted in accordance with institutional regulations and ethical guidelines (approval HS 27-2023).
Results
Epidemiological data
In 2020, 450 strains of K. pneumoniae and 175 strains of E. cloacae were isolated in the Microbiology Department at Sahloul Hospital, Sousse. These strains originated from all wards of the hospital. Eleven, 41, and 10 strains were isolated from the ICUs ICU-M, ICU-S, and ICU-P, respectively (Table 2).
Table 2. Number of K. pneumoniae and E. cloacae strains isolated in ICUs at Sahloul University Hospital, Sousse, Tunisia (2020) .
CTX, cefotaxime; ETP, ertapenem; ICU-M, ICU-medical; ICU-P, ICU-pediatric; ICU-S, ICU-surgery; R, resistant
| Ward | Number of Klebsiella pneumoniae | CTXRK. pneumoniae (sequenced strains) | ETPR K. pneumoniae | Number of Enterobacter cloacae | CTXR E. cloacae (sequenced strains) | ETPR E. cloacae | Total |
| ICU-M | 10 | 9 (1) | 6 (1) | 1 | 1 (1) | 0 | 11 |
| ICU-S | 22 | 11 | 4 | 19 | 3 (1) | 1 | 41 |
| ICU-P | 8 | 8 (1) | 7 | 2 | 0 | 0 | 10 |
| Total | 40 | 28 | 17 | 22 | 3 | 1 | 62 |
The overall percentage of resistance to cefotaxime across the three ICU wards (ICU-S, ICU-M, ICU-P) was 50% (31/62), while the rate of resistance to ertapenem was 29% (18/62). Resistance rates in K. pneumoniae were substantially higher than in E. cloacae: 70% versus 13.6% for cefotaxime and 42.5% versus 4.5% for ertapenem, respectively. Among the ICUs, ICU-S exhibited the highest percentages of resistance to both antibiotics (Table 3).
Table 3. Characterization of strains isolated from the ICU environment and from patients included in the study.
Cells in bold correspond to strains for which the whole genome has been sequenced.
AMC, amoxicillin + clavulanic acid; AMX, amoxicillin; AN, amikacin; APR, apramycin; ATM, aztreonam; CAZ, ceftazidime; CF, cefalotin; CFP, cefquinome; C, chloramphenicol; CTX, cefotaxime; CXM, cefuroxime; EFT, ceftiofur; ENR, enrofloxacin; ETP, ertapenem; FEP, cefepime; FFC, florfenicol; FOX, cefoxitin; GEN, gentamicin; ICU-M, ICU-medical; ICU-P, ICU-pediatric; ICU-S, ICU-surgery; K, kanamycin; NA, nalidixic acid; NET, netilmicin; OFX, ofloxacin; PIP, piperacillin; TE, tetracycline; TM, tobramycin; TIC, ticarcillin; TCC, ticarcillin + clavulanic acid; CS, colistin; S, streptomycin; SUL, sulfamethoxazole; TMP, trimethoprim; TZP, piperacillin + tazobactam
| Group | Ref | Strain | Source | Ward (floor) | Sampling date | Antibiogram | ||||||||||||||||||||||||||||||||
| AMX | CFP | PIP | TIC | FEP | AMC | CAZ | TZP | CF | EFT | TCC | ATM | CXM | FOX | CTX | ETP | K | TM | GEN | APR | S | AN | NET | TE | C | FFC | CS | NA | ENR | OFX | TMP | SUL | Beta-lactamases | ||||||
| Environmental strains | 58423 | Klebsiella pneumoniae | Antiseptic bottle | ICU-M (ground) | 10/15/2020 | R | I | R | R | I | R | R | R | R | R | R | R | R | R | R | I | I | R | R | S | S | S | I | R | S | S | I | I | R | R | R | R | CTX-M1, NDM-1 |
| 58470 | Enterobacter cloacae | Electricity switch | ICU-S (first) | 11/18/2020 | I | S | I | I | S | R | I | S | R | I | I | S | R | R | I | S | S | S | S | S | S | S | S | S | S | S | I | S | S | S | S | S | - | |
| 58471 | E. cloacae | Respirator | 11/18/2020 | R | S | I | I | S | R | I | I | R | R | R | I | R | R | R | S | S | S | S | S | S | S | S | I | S | S | S | S | S | S | S | S | - | ||
| 58480 | E. cloacae | Syringe plunger | 11/18/2020 | R | S | S | S | S | R | S | S | R | S | S | S | S | I | I | S | S | S | S | S | I | S | S | S | S | S | S | S | S | S | S | S | - | ||
| 58490 | E. cloacae | Patient bed | 11/18/2020 | R | S | S | S | S | R | S | S | R | S | S | S | S | R | I | S | S | S | S | S | S | S | S | S | S | S | I | S | S | S | S | S | - | ||
| 58506 | E. cloacae | Hand’s sample | 11/18/2020 | R | S | S | S | S | R | S | S | R | S | S | S | S | I | I | S | S | S | S | S | I | S | S | R | S | S | S | S | S | S | R | R | - | ||
| 58507 | E. cloacae | Hand’s sample | 11/18/2020 | R | S | I | S | S | I | I | I | R | I | S | S | R | I | I | S | S | S | S | S | S | S | S | R | S | S | S | S | S | S | S | S | - | ||
| 58500 | Pantoae sp. | Medicine cabinet | 11/18/2020 | I | S | I | S | S | I | S | S | R | I | S | I | I | R | I | S | S | S | S | S | I | S | S | S | R | R | S | S | S | S | I | S | - | ||
| 58513 | E. cloacae | Soap dispenser | ICU-P (first) | 12/02/2020 | R | S | R | R | S | R | I | I | R | R | R | I | R | I | R | S | S | S | S | S | S | S | S | S | S | S | S | S | S | S | S | S | - | |
| 58514 | E. cloacae | Soap dispenser | 12/02/2020 | R | S | S | S | S | I | S | S | R | R | S | S | S | R | I | S | S | S | S | S | I | S | S | S | S | S | S | S | S | S | S | S | ACT-5 | ||
| 58515 | Providencia rettgeri | Doorknob | 12/02/2020 | R | S | I | S | S | R | S | S | R | S | S | S | I | S | I | S | I | I | I | S | I | S | S | R | R | R | - | I | I | I | R | R | CMY | ||
| 58516 | P. rettgeri | Doorknob | 12/02/2020 | I | S | S | S | S | S | S | S | I | S | S | S | S | S | I | S | I | I | I | S | I | S | S | R | R | S | - | I | I | I | R | R | CMY | ||
| 58517 | P. rettgeri | Drawer | 12/02/2020 | R | S | S | S | S | I | S | S | I | S | S | S | S | S | I | S | I | I | I | S | I | S | S | R | R | R | - | I | I | I | R | R | CMY | ||
| 58519 | Pantoae sp. | Antiseptic bottle | 12/02/2020 | R | S | S | R | S | S | S | S | S | S | S | S | S | S | I | S | S | S | S | S | S | S | S | S | S | S | S | S | S | S | S | S | - | ||
| Clinical samples | 58530 | K. pneumoniae | Blood | ICU-M (ground) | 11/14/2020 | R | I | R | R | I | R | I | I | R | I | R | I | R | S | I | S | I | R | I | S | R | S | I | R | S | S | I | R | R | R | R | R | OXA-48-like, CTX-M1 |
| 58531 | E. cloacae | Urine Catheter | 11/24/2020 | I | I | R | R | S | R | I | S | R | I | I | I | R | R | I | S | I | I | I | S | I | S | I | R | R | S | I | I | S | S | R | R | CTX-M1 | ||
| 58532 | K. pneumoniae | Tracheal tube | 12/25/2020 | R | S | I | R | S | R | S | S | R | S | I | S | R | R | I | S | S | S | S | S | I | S | S | S | S | S | I | I | I | S | S | S | SHV, DHA | ||
| 58540 | E. cloacae | Distal sampling | ICU-S (first) | 11/16/2020 | I | S | S | S | S | I | S | S | R | S | S | S | I | I | I | S | S | S | S | S | I | S | S | R | R | I | I | R | I | I | R | I | - | |
| 58552 | E. cloacae | Blood | 10/08/2020 | R | I | R | R | I | R | I | S | R | I | I | I | R | R | I | S | I | I | I | S | R | S | I | I | R | S | I | S | S | S | R | R | CTX-M1 | ||
| 58665 | K. pneumoniae | Blood | ICU-P (first) | 09/16/2020 | R | R | R | R | I | R | R | R | R | R | R | R | R | R | R | I | R | I | S | S | I | I | I | I | S | S | I | R | R | R | S | R | - | |
| 58666 | K. pneumoniae | Blood | 09/23/2020 | R | S | I | R | S | I | S | S | S | S | I | S | S | S | I | S | R | I | S | S | I | I | I | I | S | S | I | R | I | I | S | S | SHV | ||
Sample collection and bacterial identification from the hospital environment
A total of 140 samples were collected from three ICU wards between September and December 2020. Nine samples tested positive, yielding 14 resistant strains: one K. pneumoniae was isolated from an antiseptic bottle in ICU-M. Two E. cloacae strains were recovered from two separate soap dispensers in ICU-P, while six E. cloacae strains were isolated in ICU-S from various sources: medical staff (n = 2), respirator (n = 1), syringe plunger (n = 1), patient bed (n = 1), and an electrical switch (n = 1) (Table 3).
Five additional Enterobacterales were identified: two Pantoea sp. strains (from a medicine cabinet and an antiseptic bottle) and three Providencia rettgeri strains, one from a drawer and two from a doorknob. Notably, two E. cloacae strains were recovered from the hands of healthcare personnel in ICU-S, highlighting a potential transmission route and underscoring the role of staff in the dissemination of MDR Enterobacterales within the ICUs. Results of the antimicrobial susceptibility testing are summarized in Table 3.
Molecular characterization of antimicrobial resistance genes by PCR
The ESBL CTX-M-1-like gene was detected in two K. pneumoniae strains (one clinical and one environmental) and in two clinical E. cloacae strains. One clinical K. pneumoniae strain expressed the extended-spectrum cephalosporinase blaDHA, while the three environmental P. rettgeri strains expressed blaCMY. The NDM-1 carbapenemase was detected in an environmental K. pneumoniae strain, and the OXA-48-like carbapenemase was detected in one K. pneumoniae strain, although this isolate remained susceptible to ertapenem.
Strains typing by PFGE
The 11 E. cloacae and five K. pneumoniae strains from clinical and environmental sources (Table 3) were analyzed for clonality by PFGE using the XbaI enzyme. A dendrogram was generated using BioNumerics software. The five K. pneumoniae isolates exhibited four distinct PFGE profiles (A-D) (Figure 1). One representative strain from each profile was selected for WGS.
Figure 1. PFGE-based phylogeny of Enterobacter cloacae strains isolated from patients and the environment.
C, clinical strain; E, environmental strain; PFGE, pulsed-field gel electrophoresis
The diversity among E. cloacae strains was higher, with five distinct pulsotypes (E-I) identified (Figure 2). One environmental strain and two representative clinical strains were selected for WGS for further characterization.
Figure 2. PFGE-based phylogeny of Klebsiella pneumoniae strains isolated from patients and the environment.
C, clinical strain; E, environmental strain; PFGE, pulsed-field gel electrophoresis
Genetic diversity, resistance genes, and virulence factors in K. pneumoniae
Three STs were identified among the K. pneumoniae isolates. ST147 (n = 2) was shared between one clinical and one environmental strain; these isolates were not clonal, differing by 140 SNPs (Appendix A). Two additional STs were identified: ST307 and ST353 (Figure 3).
Figure 3. MLST-based phylogeny of Klebsiella pneumoniae isolates using iTOL.
MLST, multilocus sequence typing
The environmental strain 58423 ST147 carried the carbapenemase NDM-1, the ESBL CTX-M-15, the non-ESBL SHV-11, and multiple resistance genes to non-β-lactam antibiotics. It also harbored the biocide resistance gene qacE (Figure 3). The clinical strain 58530 ST147 carried CTX-M-15, SHV-28, and the OXA-204 carbapenemase (OXA-48-like enzyme), while strain 58532 carried the extended-spectrum cephalosporinase gene blaDHA. Both strains also carried qacE. All K. pneumoniae strains possessed numerous virulence genes (Figure 3).
Genetic diversity and resistance genes in E. cloacae
Among the three fully sequenced E. cloacae isolates, two distinct STs were identified. The environmental isolate 58514, assigned to ST78, was recovered from a soap dispenser in ICU-P. This isolate carried the blaACT-15 gene and the fosA gene. The two other isolates belonged to ST344 and were recovered from clinical samples in two separate ICUs: one from a urinary catheter in ICU-M and the other from a blood sample in ICU-S. These two strains differed by only six SNPs, indicating that they were clonal (Appendix B). The ST344 isolates harbored the AmpC β-lactamase gene blaACT-16 and the ESBL gene blaCTX-M-15. Other β-lactamase genes were also detected, including blaOXA-1, along with multiple additional resistance determinants targeting aminoglycosides (aph(6)-Id, aph(3'')-Ib, aac(3)-IIa, aac(6')-Ib-cr, aadA1), fluoroquinolones (qnrB1), sulfonamides (sul2), tetracyclines (tet(A)), fosfomycin (fosA), phenicols (catB3, catA1), and trimethoprim (dfrA14).
Discussion
HAIs represent a major global public health challenge, leading to serious complications, from sepsis to mortality, particularly in vulnerable patients such as those hospitalized in ICUs and newborns. According to WHO, the prevalence of HAIs is strongly influenced by a country's socioeconomic status. In high-income countries, approximately 7% of hospitalized patients develop an HAI, compared to more than 15% in low- and middle-income countries [5]. In Africa, HAI prevalence ranges from 7.24% to 28% [6], with Tunisia reporting one of the highest rates at 25.2% [7].
HAIs are frequently associated with MDR pathogens, particularly ESBL- and carbapenemase-producing Enterobacterales, which the WHO classifies as critical-priority pathogens due to their growing role in HAIs [8]. These bacteria are often waterborne and can be transmitted through fecally contaminated water or food. It was previously believed that this group survives poorly on environmental surfaces compared to other nosocomial pathogens. However, recent evidence suggests that E. coli and Klebsiella spp. can persist for over a year under desiccated conditions, while Serratia marcescens can remain viable for several months [9]. In multiple nosocomial outbreaks, environmental contamination has been linked to the transmission of pathogens. Environmental reservoirs, including surfaces, equipment, and inanimate objects, have been implicated in numerous nosocomial outbreaks. Inadequate hand hygiene among HCWs plays a key role in the transmission cycle, either through direct patient contact or indirect contact with contaminated surfaces. It is estimated that 20-40% of HAIs can be attributed to such cross-transmission via HCW hands [10].
Sahloul University Hospital, and particularly its ICUs, experiences recurrent outbreaks of MDR bacteria, notably involving K. pneumoniae, Acinetobacter baumannii, and Proteus mirabilis [11-14]. In 2020 alone, the microbiology diagnostic laboratory at Sahloul Hospital identified 450 isolates of K. pneumoniae and 175 of E. cloacae. Among the total 625 isolates, 62 (9.92%) originated from three ICUs: ICU-M, ICU-S, and ICU-P.
Of these 62 ICU-derived strains, 50% (31/62) exhibited resistance to third-generation cephalosporins (cefotaxime), and 29% (18/62) were resistant to carbapenems (ertapenem), highlighting a significant presence of multidrug resistance among ICU patients. In response to this concerning prevalence, a four-month surveillance study was conducted in 2020 to evaluate the potential role of the ICU environment, including surfaces, medical equipment, and HCWs, in the dissemination of resistant Enterobacterales (K. pneumoniae and E. cloacae).
A total of 140 environmental samples were collected across the three ICUs, of which only nine (6.42%) tested positive for resistant Enterobacterales, yielding 15 resistant isolates in total. Notably, eight of these were E. cloacae, with two isolates recovered from distinct soap dispensers in ICU-P and six others detected in ICU-S from various sources: HCWs (n = 2), a respirator (n = 1), a syringe plunger (n = 1), a patient bed (n = 1), and an electric switch (n = 1). A single K. pneumoniae isolate was identified in ICU-M, originating from an antiseptic solution bottle. These results confirm the potential role of HCWs (n = 2) in the transmission cycle of MDR Enterobacterales, with two E. cloacae strains directly isolated from the hands of staff in ICU-S, highlighting the importance of strict hand hygiene and infection control practices.
Although the rate of environmental contamination was relatively low, several critical contact surfaces and medical equipment items were contaminated with MDR Enterobacterales. This investigation represents the second study conducted at Sahloul Hospital focusing on the environmental dissemination of MDR pathogens. The first study, carried out in 2020-2021, documented the colonization of environmental surfaces, medical equipment, and HCWs’ hands by carbapenem-resistant A. baumannii [15], providing compelling evidence that both environmental reservoirs and inadequate hand hygiene practices were key contributors to patient contamination in ICUs.
Multilocus sequence typing analysis of four K. pneumoniae isolates fully sequenced and recovered between September and December 2020 from both clinical (n = 3) and environmental sources (n = 1) revealed three distinct STs. Two isolates belonged to ST147: one from a blood sample in ICU-P and the other from an antiseptic solution bottle in ICU-M. Despite sharing the same ST, these isolates were not clonal, differing by 140 SNPs. The two remaining isolates were identified as ST307 and ST353, both recovered from clinical samples (blood and tracheal aspirate, respectively) in ICU-M. No evidence of genetic relatedness was observed between clinical and environmental isolates collected from the same ward, suggesting the absence of direct transmission between the two sources during the study period.
Molecular characterization of the K. pneumoniae ST147 isolate recovered from the antiseptic solution bottle in ICU-M revealed the co-production of CTX-M-15 and NDM-1 enzymes, along with several additional resistance genes, including the biocide resistance gene qacE. ST147 is recognized as a high-risk clone implicated in numerous hospital outbreaks worldwide [16]. In Tunisia, considered an endemic region, this clone has frequently been associated with nosocomial outbreaks and is a major driver of antimicrobial resistance dissemination in healthcare settings, especially ICUs [17].
ST147 is believed to have emerged in the early 1990s, with global spread accelerating in the late 1990s and early 2000s. This dissemination was largely driven by mutations in the quinolone resistance-determining regions and the acquisition of the blaCTX-M-15 gene, often carried on IncF or IncR plasmids [17]. In the mid- to late 2000s, the global expansion of ST147 continued, facilitated by the acquisition of diverse carbapenemase genes across different regions [18]. In Tunisia, K. pneumoniae ST147 isolates have been predominantly associated with the spread of OXA-204 and OXA-48 carbapenemases [19]. However, the recent emergence of ST147 strains harboring blaNDM-1 marks a worrisome shift in their resistance landscape, indicating an ongoing evolutionary trend that amplifies their clinical impact and epidemiological risk [20,21]. The detection of a high-risk clone on an antiseptic solution bottle in an ICU is particularly alarming, highlighting the ability of this clone to persist and contaminate even supposedly sterile environments.
Another K. pneumoniae clone identified during this study was ST307, recovered from a blood sample in ICU-M. This isolate co-produced the ESBL CTX-M-15 and the carbapenemase OXA-204, highlighting its MDR profile. The ST307 clone was first identified in the Netherlands in 2008 and has since emerged as a high-risk, globally disseminated lineage. Globally, ST307 has been linked to the spread of several carbapenemase genes, including blaNDM-1, and is increasingly implicated in nosocomial outbreaks due to its adaptability and ability to accumulate resistance mechanisms [22]. In Tunisia, ST307 has been previously reported in isolates producing ESBLs and, more recently, in association with NDM-1. The detection of this clone in a bloodstream infection reinforces its clinical significance and underlines the ongoing evolution and diversification of resistance within this lineage. Its presence in the ICU setting raises concern about potential silent dissemination and the challenges it poses for infection control and antimicrobial stewardship efforts.
The biocide resistance gene qacE was identified in both clinical and environmental K. pneumoniae isolates. This co-resistance to biocides and antibiotics poses a growing challenge, as biocides are widely used in hospitals to prevent and control HAIs. While moderate biocide use can help reduce K. pneumoniae infections [23], the emergence of strains with co-resistance to antibiotics and biocides may limit the effectiveness of biocides in controlling hospital outbreaks and MDR bacterial transmission [24].
Among the three fully sequenced E. cloacae isolates, two distinct STs were identified. Two of the isolates belonged to ST344 and were recovered from clinical samples in two separate ICUs: one from a urinary catheter in ICU-M and the other from a blood sample in ICU-S. These two strains differed by only six SNPs, indicating that they were clonal. This high degree of genetic similarity strongly suggests possible inter-ICU transmission, either through patient transfer, shared medical equipment, or HCWs. These ST344 isolates harbored the AmpC β-lactamase gene blaACT-16 and the ESBL gene blaCTX-M-15, along with multiple additional resistance determinants targeting aminoglycosides, fluoroquinolones, sulfonamides, tetracyclines, and fosfomycin. The detection of such an MDR clone in distinct ICU wards highlights its potential for silent spread in the hospital environment.
Notably, E. cloacae has been increasingly recognized in Tunisia as an emerging nosocomial pathogen, particularly in high-risk hospital settings such as ICUs. The environmental E. cloacae isolate assigned to ST78 was recovered from a soap dispenser in ICU-P. This isolate carried the blaACT-15 and fosA genes. ST78 is considered one of the high-risk clones within the E. cloacae complex (ECC), as it has been frequently reported worldwide in association with nosocomial infections. This lineage has been implicated in the dissemination of clinically important resistance genes, particularly among ESBL-producing ECC and carbapenem-resistant E. cloacae, highlighting its epidemiological significance [25-28]. The presence of this clone on a hygiene-related object such as a soap dispenser raises concerns about inadequate disinfection practices and the potential role of contaminated surfaces in the persistence and transmission of MDR E. cloacae.
The colonization of a soap dispenser by a high-risk E. cloacae clone ST78 and of an antiseptic bottle by a carbapenemase-producing K. pneumoniae ST147 strain, both commonly used items, illustrates the vulnerability of high-touch surfaces as potential reservoirs of MDR organisms. According to Huslage et al., “high-touch surfaces” are defined based on the frequency of contact with HCWs in the patient’s immediate environment and typically include objects such as bed rails, supply carts, overbed tables, and intravenous pumps [29]. Although often overlooked, items like soap dispensers or antiseptic solution bottles fall into this category due to repeated handling by HCWs. Such contaminated high-touch surfaces pose one of the greatest risks for HAI transmission [30].
Limitations
This study has several limitations that should be acknowledged. First, the survey was conducted over a limited period of four months, which may not fully capture temporal variations in the prevalence of MDR organisms and patterns of environmental contamination. Second, only a small subset of clinical and environmental strains was fully sequenced, which may have led to an underestimation of genetic diversity and transmission routes within the hospital. Third, environmental sampling was restricted to certain ICUs and surfaces and may not represent the full extent of contamination throughout the hospital or in other high-risk units. Finally, although the study highlights potential transmission pathways between the environment, HCWs, and patients, the lack of direct observational data on hand hygiene compliance or equipment disinfection practices limits our ability to confirm causal relationships. Future studies with larger sample sizes, longer surveillance periods, and real-time infection control assessments are warranted to better understand the transmission dynamics of MDR Enterobacterales in Sahloul Hospital.
Conclusions
This study highlights the critical role of the hospital environment, particularly high-contact surfaces, in the persistence and transmission of high-risk clones of MDR Enterobacterales in ICUs at Sahloul Hospital. The detection of carbapenemase-producing K. pneumoniae ST147 on an antiseptic solution bottle and resistant E. cloacae ST78 on a soap dispenser underscores deficiencies in infection prevention practices and emphasizes the role of inadequate hand hygiene among HCWs in the spread of MDR pathogens. Although WGS revealed a 140-SNP difference between the environmental and clinical ST147 isolates, indicating that direct transmission did not occur during the study period, our findings suggest that environmental surfaces in ICUs can serve as reservoirs of high-risk Enterobacterales lineages, such as K. pneumoniae ST147 and E. cloacae ST78. The detection of clonally related E. cloacae strains in patients from different ICUs further suggests the potential for cross-transmission, highlighting the importance of ongoing molecular surveillance.
Furthermore, the co-occurrence of antibiotic and biocide resistance genes in these isolates raises concerns about the effectiveness of standard infection control measures and underscores the selective pressure imposed by widespread biocide use in healthcare settings. These findings call for enhanced antimicrobial resistance surveillance, the implementation of rigorous cleaning protocols targeting high-contact surfaces, and regular environmental monitoring to reduce the risk of MDR pathogen dissemination in hospital environments.
Acknowledgments
We would like to acknowledge the support of the ANSES Lyon team, France, for sequencing the strains. Olfa Bouallègue and Wejdene Mansour contributed equally to this work.
Appendices
Appendix A
Table 4. SNP distance matrix on Klebsiella pneumoniae.
MLST, multilocus sequence typing; SNP, single-nucleotide polymorphism
| snp-dists 0.8.2 | MLST | Identifier | 58423 | 58530 | 58532 | 58665 |
| ST147 | 58423 | 0 | 22161 | 22846 | 140 | |
| ST307 | 58530 | 22161 | 0 | 23186 | 22193 | |
| ST353 | 58532 | 22846 | 23186 | 0 | 22882 | |
| ST147 | 58665 | 140 | 22193 | 22882 | 0 |
Appendix B
Table 5. SNP distance matrix on Enterobacter cloacae.
MLST, multilocus sequence typing; SNP, single-nucleotide polymorphism
| snp-dists 0.8.2 | MLST | Identifier | 58514 | 58531 | 58552 |
| ST78 | 58514 | 0 | 134808 | 134827 | |
| ST344 | 58531 | 134808 | 0 | 6 | |
| ST344 | 58552 | 134827 | 6 | 0 |
Disclosures
Human subjects: Informed consent for treatment and open access publication was obtained or waived by all participants in this study. The Ethics Committee of Sahloul Hospital issued approval HS 27-2023.
Animal subjects: All authors have confirmed that this study did not involve animal subjects or tissue.
Conflicts of interest: In compliance with the ICMJE uniform disclosure form, all authors declare the following:
Payment/services info: All authors have declared that no financial support was received from any organization for the submitted work.
Financial relationships: All authors have declared that they have no financial relationships at present or within the previous three years with any organizations that might have an interest in the submitted work.
Other relationships: All authors have declared that there are no other relationships or activities that could appear to have influenced the submitted work.
Author Contributions
Concept and design: Wejdene Mansour, Sana Bahri, Meriem Souguir, Asma Ben Cheikh, Hela Ghali, Raoudha Chrigui, Mohamed Sahbi Chelbi, Lamia Tilouche, Houyem Said, Olfa Bouallegue, Sana Azaiez, Meriem Mtibâa, Tounes Ben Romdhane
Acquisition, analysis, or interpretation of data: Wejdene Mansour, Sana Bahri, Meriem Souguir, Asma Ben Cheikh, Hela Ghali, Raoudha Chrigui, Mohamed Sahbi Chelbi, Lamia Tilouche, Houyem Said, Olfa Bouallegue, Sana Azaiez, Meriem Mtibâa, Tounes Ben Romdhane
Drafting of the manuscript: Wejdene Mansour, Sana Bahri, Meriem Souguir, Asma Ben Cheikh, Hela Ghali, Raoudha Chrigui, Mohamed Sahbi Chelbi, Lamia Tilouche, Houyem Said, Olfa Bouallegue, Sana Azaiez, Meriem Mtibâa, Tounes Ben Romdhane
Critical review of the manuscript for important intellectual content: Wejdene Mansour, Sana Bahri, Meriem Souguir, Asma Ben Cheikh, Hela Ghali, Raoudha Chrigui, Mohamed Sahbi Chelbi, Lamia Tilouche, Houyem Said, Olfa Bouallegue, Sana Azaiez, Meriem Mtibâa, Tounes Ben Romdhane
Supervision: Wejdene Mansour, Houyem Said, Olfa Bouallegue
References
- 1.First outbreak of NDM-1-producing Klebsiella pneumoniae ST11 in a Portuguese hospital centre during the COVID-19 pandemic. Mendes G, Ramalho JF, Duarte A, Pedrosa A, Silva AC, Méndez L, Caneiras C. Microorganisms. 2022;10:251. doi: 10.3390/microorganisms10020251. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Efficacy of disinfectant-impregnated wipes used for surface disinfection in hospitals: a review. Song X, Vossebein L, Zille A. Antimicrob Resist Infect Control. 2019;8:139. doi: 10.1186/s13756-019-0595-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Interpreting chromosomal DNA restriction patterns produced by pulsed-field gel electrophoresis: criteria for bacterial strain typing. Tenover FC, Arbeit RD, Goering RV, Mickelsen PA, Murray BE, Persing DH, Swaminathan B. J Clin Microbiol. 1995;33:2233–2239. doi: 10.1128/jcm.33.9.2233-2239.1995. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.PCR classification of CTX-M-type β-lactamase genes identified in clinically isolated gram-negative bacilli in Japan. Shibata N, Kurokawa H, Doi Y, et al. Antimicrob Agents Chemother. 2006;50:791–795. doi: 10.1128/AAC.50.2.791-795.2006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Global report on infection prevention and control. 2022. https://www.who.int/publications/i/item/9789240051164 https://www.who.int/publications/i/item/9789240051164
- 6.Healthcare-associated infections in Africa: a systematic review and meta-analysis of point prevalence studies. Abubakar U, Amir O, Rodríguez-Baño J. J Pharm Policy Pract. 2022;15:99. doi: 10.1186/s40545-022-00500-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.The prevalence of healthcare-associated infection in medical intensive care units in Tunisia. Results of the multi-centre nosorea1 study. Jamoussi A, Ayed S, Ben Ismail K, et al. https://pubmed.ncbi.nlm.nih.gov/30746666/ Tunis Med. 2018;96:731–736. [PubMed] [Google Scholar]
- 8.Guidelines for the prevention and control of carbapenem-resistant Enterobacteriaceae, Acinetobacter baumannii and Pseudomonas aeruginosa in health care facilities. 2017. https://iris.who.int/handle/10665/259462. https://iris.who.int/handle/10665/259462 [PubMed]
- 9.Evidence that contaminated surfaces contribute to the transmission of hospital pathogens and an overview of strategies to address contaminated surfaces in hospital settings. Otter JA, Yezli S, Salkeld JA, French GL. Am J Infect Control. 2013;41:0–11. doi: 10.1016/j.ajic.2012.12.004. [DOI] [PubMed] [Google Scholar]
- 10.The role of hospital environment in transmissions of multidrug-resistant gram-negative organisms. Chia PY, Sengupta S, Kukreja A, S L Ponnampalavanar S, Ng OT, Marimuthu K. Antimicrob Resist Infect Control. 2020;9:29. doi: 10.1186/s13756-020-0685-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.The emerging extensively drug resistant bacteria in a university hospital in Tunisia in 2019. Tilouche L, Haddad N, Boujaafar S. Eur J Public Health. 2020;30 [Google Scholar]
- 12.Genomic insights into colistin-resistant Klebsiella pneumoniae from a Tunisian teaching hospital. Jaidane N, Bonnin RA, Mansour W, et al. Antimicrob Agents Chemother. 2018;62 doi: 10.1128/AAC.01601-17. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Epidemiology of resistance and phenotypic characterization of carbapenem resistance mechanisms in Klebsiella pneumoniae isolates at Sahloul University Hospital-Sousse, Tunisia. Messaoudi A, Mansour W, Jaidane N, Chaouch C, Boujaâfar N, Bouallègue O. Afr Health Sci. 2019;19:2008–2020. doi: 10.4314/ahs.v19i2.24. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Clonal dissemination of NDM-producing Proteus mirabilis in a teaching hospital in Sousse, Tunisia. Jaidane N, Tilouche L, Oueslati S, et al. Pathogens. 2025;14:298. doi: 10.3390/pathogens14030298. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Healthcare equipment and personnel reservoirs of carbapenem-resistant Acinetobacter baumannii epidemic clones in intensive care units in a Tunisian hospital. Azaiez S, Haenni M, Cheikh AB, et al. Microorganisms. 2023;11:2637. doi: 10.3390/microorganisms11112637. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Klebsiella pneumoniae ST147 harboring blaNDM-1, multidrug resistance and hypervirulence plasmids. Ofosu-Appiah F, Acquah EE, Mohammed J, et al. Microbiol Spectr. 2024;12:0. doi: 10.1128/spectrum.03017-23. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Emerging antimicrobial-resistant high-risk Klebsiella pneumoniae clones ST307 and ST147. Peirano G, Chen L, Kreiswirth BN, Pitout JD. Antimicrob Agents Chemother. 2020;64 doi: 10.1128/AAC.01148-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Diverse sequence types of Klebsiella pneumoniae contribute to the dissemination of blaNDM-1 in India, Sweden, and the United Kingdom. Giske CG, Fröding I, Hasan CM, et al. Antimicrob Agents Chemother. 2012;56:2735–2738. doi: 10.1128/AAC.06142-11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Emergence of ST147 Klebsiella pneumoniae producing OXA-204 carbapenemase in a University Hospital, Tunisia. Grami R, Mansour W, Ben Haj Khalifa A, et al. Microb Drug Resist. 2016;22:137–140. doi: 10.1089/mdr.2014.0278. [DOI] [PubMed] [Google Scholar]
- 20.ST147 NDM-1-producing Klebsiella pneumoniae spread in two Tunisian hospitals. Messaoudi A, Haenni M, Mansour W, et al. J Antimicrob Chemother. 2017;72:315–316. doi: 10.1093/jac/dkw401. [DOI] [PubMed] [Google Scholar]
- 21.Dynamics and molecular features of OXA-48-like-producing Klebsiella pneumoniae lineages in a Tunisian hospital. Messaoudi A, Haenni M, Bouallègue O, et al. J Glob Antimicrob Resist. 2020;20:87–93. doi: 10.1016/j.jgar.2019.07.005. [DOI] [PubMed] [Google Scholar]
- 22.Outbreak of NDM-5-producing Klebsiella pneumoniae ST307: an emerging high-risk antimicrobial resistance clone in Shanghai, China. Zhu J, Wang G, Li M. mSystems. 2024;9:0. doi: 10.1128/msystems.01369-23. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Effectiveness of a new decolonisation regimen for eradication of extended-spectrum β-lactamase-producing Enterobacteriaceae. Buehlmann M, Bruderer T, Frei R, Widmer AF. J Hosp Infect. 2011;77:113–117. doi: 10.1016/j.jhin.2010.09.022. [DOI] [PubMed] [Google Scholar]
- 24.Klebsiella pneumoniae susceptibility to biocides and its association with cepA, qacΔE and qacE efflux pump genes and antibiotic resistance. Abuzaid A, Hamouda A, Amyes SG. J Hosp Infect. 2012;81:87–91. doi: 10.1016/j.jhin.2012.03.003. [DOI] [PubMed] [Google Scholar]
- 25.Institutional outbreak involving multiple clades of IMP-producing Enterobacter cloacae complex sequence type 78 at a cancer center in Tokyo, Japan. Harada S, Aoki K, Ohkushi D, et al. BMC Infect Dis. 2021;21:289. doi: 10.1186/s12879-021-05952-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.High-risk international clones ST66, ST171 and ST78 of Enterobacter cloacae complex causing blood stream infections in Spain and carrying blaOXA-48 with or without mcr-9. Lumbreras-Iglesias P, de Toro M, Vázquez X, García-Carús E, Rodicio MR, Fernández J. J Infect Public Health. 2023;16:272–279. doi: 10.1016/j.jiph.2022.12.015. [DOI] [PubMed] [Google Scholar]
- 27.Genomic and geographic context for the evolution of high-risk carbapenem-resistant Enterobacter cloacae complex clones ST171 and ST78. Gomez-Simmonds A, Annavajhala MK, Wang Z, et al. mBio. 2018;9 doi: 10.1128/mBio.00542-18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Emergence and transmission of the high-risk ST78 clone of OXA-48-producing Enterobacter hormaechei in a single hospital in Taiwan. Chen CM, Tang HL, Chen YT, et al. Emerg Microbes Infect. 2024;13:2404165. doi: 10.1080/22221751.2024.2404165. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.A quantitative approach to defining "high-touch" surfaces in hospitals. Huslage K, Rutala WA, Sickbert-Bennett E, Weber DJ. Infect Control Hosp Epidemiol. 2010;31:850–853. doi: 10.1086/655016. [DOI] [PubMed] [Google Scholar]
- 30.Assessment of the overall and multidrug-resistant organism bioburden on environmental surfaces in healthcare facilities. Shams AM, Rose LJ, Edwards JR, et al. Infect Control Hosp Epidemiol. 2016;37:1426–1432. doi: 10.1017/ice.2016.198. [DOI] [PMC free article] [PubMed] [Google Scholar]



